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UNIVERSITY OF COIMBRA Department of Informatics Engineering Faculty of Sciences and Technology

UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

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Page 1: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

UNIVERSITY OF COIMBRA Department of Informatics Engineering Faculty of Sciences and Technology

Page 2: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,
Page 3: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Table of contents

1.2.1 Education 6 1.2.2 Professional experience 6

2.1.1 Summary 11 2.1.2 Recent research activities 13 2.1.3 Short term research activities 16

2.2.1 Research projects 17 2.2.2 Partnerships 22

2.3.1 Post-docs 23 2.3.2 Doctoral students 23 2.3.3 Master students 24

2.5.1 Organization 26 2.5.2 Member of program committees 27 2.5.3 Session chair 28

2.6.1 Journals 29 2.6.2 Conferences 30

2.7.1 As invited speaker 34 2.7.2 As regular participant 35

2.8.1 Dissertations 40 2.8.2 Book chapters 40 2.8.3 Journals 41 2.8.4 Conferences with referee 44

Page 4: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

3.2.1 PhD courses 64 3.2.2 Master courses (pre and post Bologna) 65 3.2.3 Bachelor courses (pre and post Bologna) 65

Summary

Page 5: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,
Page 6: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Jorge Henriques is an Assistant Professor at the University of Coimbra, Portugal. He

concluded his PhD, MSc and BSc (5 years), all in Informatics Engineering at the

University of Coimbra, in 2001, 1995 and 1990, respectively.

His main research topics are adaptive computing and machine learning techniques with

application to signal analysis and processing, pattern recognition, modelling and

prediction, diagnosis and decision of complex, non-linear and uncertain systems, in

particular within the clinical and industrial contexts. He has been particularly active in

the development of phealth solutions, namely in the research and in the implementation

of advanced algorithms for cardiac bio-signals such as electrocardiogram, heart rate,

blood pressure, and heart sounds.

His publications include 7 book chapters and over than 200 papers in refereed

international journals and conferences. He has more than 800 citations and an h-index

14 (according Google scholar). He has been involved in numerous program committees

of major international conferences. He got an award in the 10th PhysioNet/Computing

in Cardiology Challenge, presenting the best computational algorithm for the prediction

of acute hypotensive episodes.

He has coordinated and participated in several projects at national and international

level. In particular, at international level, he has participated in European FP6 and FP7

research projects, in the eHealth area, such as FP6-MYHEART, FP7-EPILEPSIAE , FP7-

HEARTCYCLE, FP7-WELCOME and FP7-HEARTWAYS. At national level he has

coordinated and participated in several research projects, namely, FCT-CARDIORISK,

and FCT-HEARTSAFE.

He was the co-founder of the Clinical Informatics research laboratory at CISUC IN 2002.

He has served as coordinator of the Bachelor in Informatics Engineering (2007-2012)

and as coordinator of the Master in Informatics Engineering (2005-2007) at Department

of Informatics Engineering, University of Coimbra. He was the elected vice-director of

the Department of Informatics Engineering (2011-2013) and an elected member of the

Scientific Council of Informatics Department from 2001.

He is a licensed Professional Engineer (College of Portuguese Engineers).

Page 7: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

Name ▪ Jorge Manuel de Oliveira Henriques

Job

▪ Assistant Professor Department of Informatics Engineering,

Faculty of Sciences and Technology

University of Coimbra, Portugal

Birth Year and Place ▪ Coimbra, October 1967

Nationality ▪ Portuguese

Address ▪ Rua Adolfo Coelho, 9, 1º Esq.,

3000-005 Coimbra

Portugal

Official address ▪ Departamento de Engenharia

Informática

Universidade de Coimbra,

Pólo II, Pinhal de Marrocos

3030 - 290 COIMBRA

Portugal

Passport ▪ M187975, PRT

Phone number ▪ +351 239 790 038 /+351 96 9029798

E-mail address ▪ [email protected]

Page 8: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Thesis: “A Recurrent Neural Network Approach for the Non-Linear Discrete Time

Output Regulation” (in Portuguese).

Supervisors: Prof. Doutor António Dourado

Grade: Approbation by unanimity (maximum evaluation)

Thesis: “Decoupling and Adaptive control of a multivariable system: application to

an industrial case”. (in Portuguese).

Supervisor: Prof. Dr. António Dourado

Grade: Very Good

Thesis title: “Modeling and Decoupling Control of a Multiple Effect Evaporator

System”(in Portuguese).

Thesis grade: 19 (on a 0-20 scale).

Final average graduation grade: 17/20.

Department of Informatics Engineering, University of Coimbra, Portugal.

Department of Informatics Engineering, University of Coimbra, Portugal.

Department of Informatics Engineering, University of Coimbra, Portugal.

Polytechnic Institute of Leiria, Portugal.

Faculty of Arts and Humanities, University of Coimbra, Portugal.

Page 9: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

The description of the activities of the candidate are detailed through the

document.

These activities are summarized in tables (Table 1.1, 1.2, 1.3).

1 .1. Publications

Book chapters 7

International journals 19

Conferences 180

1 .2. Impact

Number of citations 813

H index 14

I10 Index 26

Winner of the Physionet / MIT 2009 challenge 1

1 .3. Coordination and participation in projects

International projects that he coordinates / has coordinated (locally) 1

International projects that he co-coordinates / has co-coordinated (locally) 2

International projects that he collaborates / has collaborated 3

National projects that he coordinates / has coordinated (globally) 2

National projects that he co-coordinates / has co-coordinates 2

National projects that he collaborates / has collaborated 6

Prototypes developed under is coordination/collaboration 17

1 .4. Intervention in scientific community

Participation as invited speaker 11

Participation on PhD juris 9

Organization of scientific events 7

Program committee 12

Chair of sessions in conferences 10

Revision of scientific papers (Number of journals) 20

Revision of scientific papers (Number of conferences) 45

Participation in excellence networks 3

Editor of proceedings 1

Evaluation of ADI projects (National Agency for the Innovation) 4

, accessed 13 July 2015

Promoted by Physionet/Computing in Cardiology 2009 - Predicting Acute Hypotensive Episodes:

The 10th Annual Physionet Computers in Cardiology Challenge, Salt Lake City, USA. (1º place

between approximately 50 participants)

HORIZON2020 PIONEER

FP6 MYHEART, FP7 HEARTCYCLE

FP7 HEARTWAYS, FP7 EPILEPSIA, FP7 WELCOME

FCT CARDIORISK, PTI LIFESTREAM

QREN ICIS, FCT HEARTSAFE

FCT( SOUNDFORLIFE, CLASSE, CATCH, OLLICON), VITAL, GRID

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Curriculum Vitæ |

2 .1 Courses

Courses taught 31

Coordination of courses in the 3 rd cycle (PhD) 2

Coordination of courses in the 2nd cycle (MsC) 12

Coordination of courses in the 1st cycle (BsC) 5

Evaluation of the courses coordinated by the candidate 3.88 /5

Evaluation of the candidate (absolute value) 4.22 /5

Evaluation of the candidate (relative value) 6/92=6.5%

2 .2 Post-graduation activities

PhD coordination in the clinical informatics area 3

Post-Docs coordination in the clinical informatics area 1

Master coordination in the clinical informatics area 17

2 .3 Materials

Didactic publications (complete sets of materials for the taught courses) 14

2 .4 Projects

Creation of new courses 7

Participation in the Creation of new courses 1

Biosignals analysis and processing, Algorithms for analysis and decision in pHealth

Clinical Informatics, Neural computation and neuro-fuzzy systems, Adaptive computation , Clinical

informatics and Tele-health systems, Seminar I, Seminar II, Digital Control I, Digital Control II,

Control Methods for Industrial Systems, Systems identification and adaptive control, Intelligent and

adaptive control, Fuzzy Systems and Intelligent control.

Computer graphics-LEI; Computer graphics-LDM, Physiological processes and human models,

Signals and Systems, Applied informatics.

Computed based on the last 5 years

Computed based on the last 4 years

Biosignals analysis and processing, Algorithms for analysis and decision in pHealth, Medical

Informatics, Clinical Informatics and Tele-Health systems, Computer graphics, Applied Informatics

Proponent of the Clinical Informatics and Bioinformatics branch for the Master in Biomedical

Engineering degree and later (post-Bologna) their update for the Integrated Master in Biomedical

Engineering.

Page 12: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

3 .1 University Extension

Scientific coordinator of the Laboratory of Informatics and System, Institute Pedro Nunes,

Portugal (43 months)

College of Engineers: Coordinator of the regional committee of Informatics Engineering (two

mandates–6 years)

Coordination of several projects in the clinical area while scientific coordinator of Lis-IPN

Consulting services to companies in the clinical area

Products and clinical applications developed in various project

3 .2 Management of university activities

Elected vice-director of the Department of Informatics Engineering of Univ. Cimbra (2 years)

Member of the establishment committee of the Informatics Department (28 months)

Coordinator of the Bachelor in Informatics Engineering (5 years)

Coordinator of the Master in Informatics Engineering (2 yeras)

Elected member of the Scientific Council of Informatics Department

3 .3 Coordination of academic activities

Member of the commission responsible for Master in Computer Science

Member of the commission responsible for the definition of common subjects in the area of

Mathematics in engineers degrees

Responsible for the evaluation of transfers of students (5 years)

Responsible for the dossier for the Agency for Assessment and Accreditation of Higher

Education (A3ES)

Member of Steering Committee of the Informatics Engineering degree

Responsible for the elaboration of schedules (4 years)

Organization and participation in the open day (several editions)

September 2001-March 2005 – Laboratory of Informatics and Systems, Institute Pedro Nunes,

Coimbra.

January 2007 - December 2012

Philips Medical Division (Portugal), Cormédica, bSimple, etc.

Given their practical applicability, the results of the following projects should be highlighted:

HEARTWAYS. LIFESTREAM, DEFIBRILLATOR, VITAL

October 2011 - September de 2013

February 1995 - June 1997

March de 2007 a Janeiro de 2012

Edition 2005/2207

Since 2001. Elected member in the last two mandates.

March 2010 - June de 2011 (with colleagues Prof Bernardete Ribeiro and Luís Silva)

Coordinated by the Scientific commission of the FCT of University of Coimbra.

March 2007 - January de 2012

February 2010

February 2012 (to date)

School years 2002/2003 and 2005/2006

Page 13: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

In order to conduct his scientific activities, his main efforts has been oriented for

the research, development and implementation of innovative solutions for

personalized non-invasive remote monitoring solutions (pHealth), able to support

the management of the disease, with particular application to situations of

preventive medicine and chronic disease management.

With this aim he has developed research work mainly in advanced algorithms,

processing and analysis of vital signs (especially electrocardiogram, heart sound and

lung sound) as well as computational intelligence methodologies (such as neural

networks, fuzzy systems, Bayesian models and decision trees). These strategies

have been applied in the decision support, in the diagnosis of specific conditions

and clinical events, and in the development of models, with particular application

in the assessment and prediction of the status and cardiovascular risk. The results

of these developments are, in most cases, integrated into functional prototypes

inside of several projects on which he has participated.

Page 14: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

In addition to the engineering activities, from the perspective of the technologies

needed to support the implementation of projects in which he has participated

(applications, platforms, acquisition solutions and information storage) , he has

oriented their scientific activity according to three well-defined directions:

modeling, diagnosis and prediction.

In this area he has proposed hybrid approaches, capable of combining in robust

schemes information from various sources, in particular clinical evidence (literature

scores statistically validated) and information obtained either in hospital or in

remote monitoring environments. In particular, he has been involved in the

development of personalized models able to assess and stratify the status and

cardiovascular risk of patients (FP7 HEARTCYCLE, FP7 HEARTWAYS and FCT

CARDIORISK).

Other topic where he has also dedicated his research efforts, has been at the

interpretability level of the derived models. With this goal, he has participated in

the development of hybrid strategies that combine clinical knowledge (knowledge-

driven) with information extracted from the data (data-driven) as well as in

strategies that constrains the data mining process (based on data) to ensure the

consistency of the results from the clinical perspective (FP7 HEARTWAYS ).

Recently, he started the research of strategies able to personalize cardiovascular

models (lumped models) based on parameters extracted from the bio-signals

acquired in tele-monitoring solutions (PIONEER HORIZON2020).

Moreover, he maintains the activity in the field of system theory and advanced

control using computational intelligence methodologies (research topic of his PhD).

In effect, these are especially useful in the context of modeling and prediction from

a general perspective and, in particular, in the clinical area.

He has dedicated a significant part of its research activities to the development of

advanced algorithms for bio-signal analysis, as well as computational intelligence

methodologies able to detect and characterize a wide variety of clinical events (such

as ischemic events and arrhythmias). For this purpose his main focus has been the

analysis of the electrocardiogram and blood pressure, with particular application in

heart failure management and coronary heart disease (FP6 MYHEART and FP7

HEARTCYCLE).

Additionally to the ECG analysis, he has also focused on the heart sound analysis,

in order to estimate parameters to diagnose and assess the hemodynamic status, in

particular the estimation of cardiac output (FP6 HEARTCYCLE, FP7 HEAETWAYS,

FCT HEARTSAFE). Based on the lung sound analysis algorithms, he has participated

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Curriculum Vitæ |

in the developed algorithms to diagnose the most significant pathologies relevant

for the management of chronic obstructive pulmonary disease (FP7 WELCOME).

Moreover, he has developed research work in the development and implementation

of data mining techniques to the diagnosis of obstructive apnea (particularly in

children populations), based on the analysis of signals collected in poly-sonography

studies.

With respect to prediction methodologies his efforts has been oriented towards two

main directions: at the level of individual bio-signal and at the level of

simultaneous use of multiple bio-signals (multi-parametric approach). Regarding

the former, he has proposed strategies using non-linear regressive models, as well

as, methodologies using case based reasoning techniques (supported on

computational intelligence methodologies), able to predict relevant cardiovascular

events, such as episodes of hypotension and hypertension based on the analysis of

blood pressure (FP7 HEARTWAYS). Regarding the multi-parametric approach, he has

proposed and developed strategies able to consider simultaneously in the same

scheme several bio-signals and even other sources of information. These strategies

have been applied in cardiovascular risk prediction models both at short and long

term prediction (FP7 HEARTCYCLE, FP7 HEARTWAYS, FCT CARDIORISK) and in the

early detection of cardiac decompensation (FP7 HEARTWAYS).

The validity of these strategies was recognized in the competition supported by

Physionet/Computing in Cardiology 2009 - Predicting Acute Hypotensive Episodes:

The 10th Annual Physionet Computers in Cardiology Challenge, Salt Lake City,

USA. The development of a computational model based on neural networks able to

predict, with one hour in advance, episodes of hypotension in patients hospita lized

in intensive care allowed him to win the challenge in 2009 (between approximately

50 participants from several nationalities).

In order to maintain the sustainability of the different activities, he has developed

regular work in the development of algorithms and strategies to support solutions

to the decision in eHealth scenarios. These are essentially based on computational

intelligence methodologies and advanced bio-signal processing techniques, with

practical application in:

▪ Development of strategies for , both

at long and at short term predictions, with application to heart failure and

coronary heart disease, respectively. For this purpose he has developed

hybrid methods (information fusion), capable of combining in the same

Page 16: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

model knowledge from several sources (scores, tables, clinical evidence).

These models enables, on the one hand, more generic models for use in

clinical practice and, at the other hand, robust models capable of dealing

with the lack of information. Furthermore, through the use of clustering

strategies, it has been possible to address the problem of personalization of

such models. This activity has led to a doctoral thesis (Simão Paredes) and a

master thesis (Tânia Marques) coordinated by the candidate, mainly

supported by the projects FP7 HEARTCYCLE FP7, FP7 HEARTWAYS, and FCT

CARDIORISK.

▪ , with particular application to

electrocardiograms integrated in tele-monitoring solutions (FCT LIFESTREAM

HEARTBIT). Basically, assuming the regularly of the signal,

modeling/compression strategies were developed. This topic originated two

masters theses (Mario Brito, Teresa Mendes) that has been implemented in

the functional prototype carried out in the LIFESTREAM project.

▪ Development of , mainly applied to the

electrocardiogram, which cover the major cardiac arrhythmias considered

relevant to the management of heart failure and coronary heart disease

conditions (including premature ventricular contractions, ventricular

tachycardia, ventricular fibrillation and ischemic episodes). These algorithms

has been integrated in applications developed in national and international

projects, namely (FP6 MYHEART, FP7 HEARTCYCLE, LIFESTREAM). These have

been supported by several works, namely two master thesis (Amândio

Marques), coordinated by the candidate, and one coordinated by the Prof.

Paulo de Carvalho (Ricardo Couceiro).

▪ He has collaborated on the orientation of students in the development of

, particularly in researching methodologies for

its segmentation and classification. This topic has been developed and

successfully implemented to enable the identification of the relevant sounds

(S1 and S2) as well as in the detection of noise. These works were mainly

developed under the project FCT SOUNDFORLIFE and FP7 HEARTCYCLE and

originated several works, namely a master thesis (João Ramos), supervised

by Prof. Paulo de Carvalho.

▪ Within the same topic (heart sound analysis) he also participated in the

coordination of students relatively to the extraction of parameters able to

characterize the , such as , contractility,

and . These parameters have been estimated based on other

vital signs, through a multi-parametric analysis, such as ICG (cardiothoracic

impedance) and PPG (photo-plethysmogram). This activity has been

developed in partnership with Philips Research, fundamentally inserted in

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Curriculum Vitæ |

the draft FP7 HEARTCYCLE, and originated a doctoral thesis (Dinseh Kumar)

supervised by Prof. Paulo de Carvalho.

▪ Development of automatic classification systems applied to the detection

of , in collaboration with the

Pediatrician Hospital – Coimbra. By means of data-mining methodologies, it

was possible to identify in the polysomnography signals discriminative

parameters to detect the events in question. This topic originated three

master theses (Sofia Pinto, Magali Barbosa, and Henrique Mendes), all

coordinated by the candidate.

▪ By means of advanced signal processing techniques applied to vital signs,

he has developed solutions and tools to support the

. Specifically, he has developed

methodologies capable to identify and compare trends of vital signs, daily

collected in tele-monitoring scenarios, with the past historical, enabling the

early detection of specific events. A particular application relates the

detection of hypertension and hypotension episodes in the context of FP7

projects HEARTCYCLE and HEARTWAYS. The major part of this work was

conducted during a doctoral thesis (Teresa Rocha), coordinated by the

candidate.

▪ Also in this context (prediction/early detection schemes), he has

developed specific strategies based on computational intelligence

methodologies, to the

. In fact, the application of neural models in this particular context

(hypotension episodes prediction) allowed him to win the challenge proposed

by Physionet/Computing in Cardiology Conference 2009 "Prediction of acute

hypotensive episodes" (between approximately 50 participants).

▪ In collaboration with the Polytechnic of Milano - POLIMI, he has

participated in the development of non-linear methods for the analysis of

vital signs, particularly in what concerns the applied to

ECG signals. The main goal has been the characterization of the

cardiovascular status, in particular the heart failure condition. He participate

(not officially) in the co-coordination of a doctoral thesis (Ramona Cabiddu).

This collaboration was the basis for the project FCT CARDIORISK (to finish

September 2015).

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In a short/medium term, his research activities will continue to focus

computational intelligence methodologies and advanced signal processing

techniques with application to clinical problems, particularly in the development of

solutions to be integrated into tele-monitoring applications.

▪ Supported by the partnership with the (Greece),

he collaborated in the submission of a project to the HORIZIN2020 financing

program (PHC2 -2015: Understanding diseases: medicine systems) in the

topic of modeling/cardiac tele-monitoring. The project is entitled PIONEER-

HF: Predictive modeling to Improve Outcome in Early and end stage Heart

Failure Patients. The basic idea is to develop

capable to be useful in the characterization and development of

heart failure condition, as well as to recognize future effects of medication.

The parameters of these models will be adjusted/personalized through the

information collected by remote monitoring solutions, in particular as a

result of the advanced analysis of non-invasive signals (ECG and heart

sound).

▪ As a result of accumulated experience in FP6 HEARTCYCLE and FP7

HEARTWAYS projects, he recently initiated the extension of the developed

prediction strategies (single variable approach) to a multi-parametric

scheme. The main goal is the application of , such

as . For this purpose, he coordinated the submission

of FCT project in collaboration with the ,

and company (January 20015). EEARLYDETECT: multi-

parametric analysis for the early detection of heart failure decompensation

supported by tele-monitoring system.

▪ Following his partnership with the and the

, has been an ongoing study has been carried out at the Faculty

of Medicine, University of Porto (Neonatal Unit) aiming the monitoring of

fetal using a non-invasive approach (signal collected from the mother). To

this end applied to the bio-signals collected, in

particular in the , have been explored. This collaboration

was recently formalized in the submission of a FCT project (January 20015):

FETALHRV: Fetal monitoring through noninvasive heart rate measurement.

▪ Currently, he integrates the FP7 project WELCOME, which focuses on the

using tele-monitoring solutions. In

this context, his research activities are directed to the study of physiological

signals used in the management of respiratory diseases (respiration and lung

sounds). One of the essential ideas to investigate is the use of

, to exploit the redundancy information, in order to

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Curriculum Vitæ |

obtain more robust parameters that are achieved with a single channel. This

approach is being investigated by a post-doc (Luis Mendes) and a master

student (Nuno Canton), both coordinated by the candidate.

▪ Another current research direction is the development of

that combine data-driven approaches (extracted from databases) with the

incorporation of explicit clinical knowledge (knowledge-driven). Specifically,

his efforts currently addresses the development of

models by merging models learned from available databases

provided by the (10000 patients) with

existing information founded on clinical evidence (risk scores, for example).

This work is being conducted by a PhD student supervised by candidate

(Diana Mendes).

▪ To maintain the work that has been developed in collaboration with

POLIMI, it is expected in the near future the intensification of efforts to

develop strategies that enable .

The database that has been collected during the joint project FCT-

CARDIORISK (approximately 100 registers) will play a key role in this

future collaboration.

▪ As a result of his collaboration with companies in the clinical area, he has

recently established a partnership with company, to carry out a

pilot study in the Central region of Portugal concerning tele-monitoring

services for . The technical solution

will be provided by the mentioned company (OneCare platform), and will be

clinical coordinated by the Hospital University of Coimbra. Currently, the

first steps are being carried out on the identification and implementation of

ECG analysis algorithms by a master student (Liliana Pereira), coordinated

by the candidate.

As result of his experience in the clinical informatics area, it has been possible to

establish and maintain new partnerships. These has been the basis for new projects,

in particular European FP6 and FP7 projects and, more recently, HORIZON2020

projects. Given their relevance the following can be highlighted: FP6 MYHEART, FP7

HEARTCYCLE, FP7 HEARTWAYS and FP7 WELCOME. The first two were major

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integrated projects (IP) in the eHealth area, enabling an income to the group of

approximately §fg700.000 Euros.

In the total, the projects negotiated with his direct participation allowed a funding

source of approximately 3 M € for the group to which he belongs (FP6 MYHEART,

FP7 HEARTCYCLE, FP7 WELCOME, FP7 HEARTWAYS, QREN ICIS, FCT CARDIORISK).

Pioneer-HF horizon2020 Local coordinator 2ª phase of

evaluation

-

earlyDetect FCT Global coordinator Submitted -

fetalHRV FCT Researcher Submitted -

cardioRisk FCT Global coordinator Ongoing 139 000

HeartSafe FCT WP global coordinator Ongoing 120 000

Welcome FP7 Researcher Ongoing 500 000

iCIS QREN WP global coordinator Ongoing 1 200 000

heartWays FP7 Researcher Concluded 100 000

HeartCycle FP7 Local coordinator Concluded 486 000

Epilepsia FP7 Researcher Concluded 477 120

MyHeart FP6 WP local coordinator Concluded 360 000

LifeStream PTinovação Local coordinator Concluded 60 000

HeartBit Cormedica Global coordinator Concluded NF*

Defrilator Cormedica Global coordinator Concluded 4 000

SoundforLife FCT Researcher Concluded 112 000

GRID FCT Researcher Concluded 8 200

Vital Philips Medical Researcher Concluded 16 000

Classe FCT Researcher Concluded 46 000

Catch FCT Researcher Concluded 11 500

Ollicon FCT Researcher Concluded 9 000

Currently, there are being developed efforts for the candidate looking for new

partnerships and establish new research projects. In particular he has recently:

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Curriculum Vitæ |

▪ i) Coordinated the local submission of a project HORIZON2020 (PIONEER-HF)

(coordinated by the University of Thessaloniki, accepted for the second

phase of evaluation);

▪ ii) Globally coordinated the submission of an FCT project (EARLYDETECT);

▪ iii) Collaborated in the preparation of another submission FCT-FETALHRV.

▪ iv) Participated in the preparation of LINK project, a Coordination and

support actions in collaboration with Polytechnic of Milano (POLIMI) and

Polytechnic University of Valencia (UPV). He coordinates a workpackage.

With respect to the coordination and collaboration in research projects, he

currently performs the following functions:

▪ He is the of a project funded by FCT (CARDIORISK), a

workpackape of a project funded by the QREN (ICIS) and a work package

of a FCT project (HEARTSAFE).

▪ He is the of the project (PIONEER-HF), recently approved

(January 2015) for the second phase of evaluation within the HORIZON2020

financing framework.

▪ He integrates, as a , an European FP7 project (WELCOME).

He coordinated/has coordinated globally or partially (at local level or a work-

package) the following projects:

Horizon2020-

Coordination and

Supporting actions

Global

coordinator

of an WP

Submission May

2015

Horizon2020

PHC-02-2015

Local

coordinator

2ª phase of

evaluation

FP7-IST-216695 March 2008

December 2012

Local

coordinator

of an WP

Group: 486.000 €

Global: 22M €

FP6-IST-507816 December 2003

December 2007

Local

coordinator

(partial period)

Group: 360.000 €

Global: 33M €

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Curriculum Vitæ |

CENTRO07ST24

FEDER-002003

January 2013

September

2015

Global

coordinator

of an WP

Group: 1 200.000

Global: 1 200.000€

FCT-PTDC/

EEI-SII/2002/2012

July 2013

June 2015

Global

Coordinator

Group: 139.000 €

Global: 175.000 €

PTDC/EEI-

PRO/2857/2012

January 2013

June 2015

Global

coordinator

of an WP

Group:120.000€

Global: 199.864€

PT07

January 2007

December

2008

Global

coordinator Group

60.000 €

He collaborates/has collaborated as researcher in several projects, namely:

Horizon2020 -

PHC-21

4 years Submission April 2015

FP7-SME-2012 –

315659

October 2012

October 2014

Group: 100.000 €

Global: 999.000 €

FP7-ICT-2013-10 November 2013

October 2017

Group: 500.000 €

Global: 5 043.228 €

FP7-211713 January 2008

December 2010

Group: 477 120 €

Global: 4.15M €

PTDC/EIA/68620/2

006

January 2008

June 2011

Group: 85.128 €

Global: 112.000 €

He has participated in other projects, coordinated by other member of the group,

in particular:

Page 24: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

i) CLASSE 2005-2008 POSI/EIA/58162/2004 - Synthetic Classification for

Efficient Supervision (ACG: 46 000€);

ii) GRID 2005-2008 Intelligent Data Processing in Grid Technology with

Applications to Industry and Medicine (ACG: 8 200€ euros);

iii) CATCH 2002-2005 POSI/SRI/41234/2001 - Inductive Inference for

Large Scale Data Bases Text CATegorization (ACG: 11 500€).

iv) VITAL 2002-2004 Philips Medical division - Distributed Vital Signal

Aquisition Platform (ACG: 16 000€),

v) OLLICON 2001-2003 FCT-PRAXIS -On-line Learning in Intelligent

Control, (ACG: 9 000€).

In this context, he has established and maintained a network of national and

international partnerships with i) Health care institutions ; ii) Academic and

research entities; iii) Business entities.

Given their importance, the following are highlighted:

: Centro Hospitalar e Universitário de Coimbra, Centro

Hospitalar de Leiria , Hospital Pediátrico de Coimbra, Castle Hill Hospital,

England, Hospital de Santa Cruz, Lisbon, Hospital S. Sebastião Sta Maria da

Feira , Hospital Amadora -Sintra, Lisbon, Portuguese Cardiology Society

: Polytechnic University of Milan (POLIMI),

University of Thessaloniki (UAT), University of Aachen (RWTH), University of

Zaragoza (UZA), Polytechnic University of Madrid (UPM), Polytechnic

University of Valencia (UPV) , University of Porto (UP), University of Zagreb

(UZB) IBILI - Coimbra, IPN - Coimbra.

: TSB - Technological Solutions For La Salud y el Bienestar,

Philips Research Aachen, Philips Research Eindhoven, Philips Design, Portugal

Telecom Innovation, Intellicare, Philips Medical Division Portugal, CorMédica,

Medtronic-Spain, Vodafone Spain, CSEM, Switzerland, ClothingPlus-Finland,

SD Informatika-Croatia bSimple-Portugal, Exodus-Greece, Weartech-Spain-

Italy Tracs.

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Curriculum Vitæ |

As part of his research activities he has been involved in the coordination and co -

coordination of several students: postdocs, doctoral, master and final year

internships.

He is currently supervisor of Dr. Luis Mendes, conducting research in the lung

sound analysis under the project FP7 WELCOME.

In particular, he has been developing algorithms and methodologies for detection of

crackles from lung sound. This validation has been carried out in collaboration with

the University of Thessaloniki. In the future it is expected to take advantage of

multi-channel approaches and fusion methods, in order to increase the robustness

and allow combining data from several sensors.

Teresa Rocha Similarity-based approaches for the analysis and

prediction of physiological time series 2013, Informatics

Simão Paredes

Integration of Different Risk Assessment Tools to

Improve the Event Risk Assessment in

Cardiovascular Disease Patients

2012, Informatics

Collaboration

Ramona

Cabiddu

Autonomic regulation of the cardio-respiratory

interactions during sleep – Interpretation through

a cardiorespiratory system

2014, Biomedical

Luis Roseiro Detection of fails and Structural Identification in

materials using artificial neural networks 2004, Mechanical

Page 26: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Amândio Marques

(pre-Bologna)

Advanced algorithms for the detection of

cardiac arrhythmias 2007, Informatics

Mário Brito

(pre-Bologna)

Compression of ECG: An approach based on

the regularity of the signal 2007, Informatics

Liliana Pereira Characterization and detection of major

arrhythmias in the context of heart failure 2014, Biomedical

Nuno Cantão Atrial fibrillation detection using multi-channel

strategies 2014, Biomedical

João Monteiro MedicineOne: Clinial agenda with application

to iPhone 2013, Informatics

Pedro Faustino MedicineOne: Clincial agenda with application

to iPad 2013, Informatics

Tânia Marques Personalization based on Grouping Strategies

for Short-term Cardiovascular Risk Assessment 2012, Informatics

Miguel Tavares Expert Knowledge Integration in the Data

Mining Process for Clinical Databases 2011, Informatics

Henrique Mendes Supporting the diagnosis of obstructive apnea

in Pediatrician 2010, Biomedical

Filipe Monteiro* VITAhisCARE®: integration communications 2010, Informatics

Leandro Vale LifeStream: Data Stream 2009, Informatics

Magali Barbosa Diagnosis of sleep obstructive apnea in

Pediatrician 2009, Biomedical

Sofia Pinto Diagnosis of sleep obstructive apnea in

Pediatrician 2008, Biomedical

Bruno Moreira LifeStream - Logger 2008, Informatics

Filipe Palrinhas LifeStream: Biosignal acqusition module 2007, Informatics

Teresa Mendes LifeStream: Compression of vital signals 2007, Informatics

Marco Silva Support to the clinical prescription 2006, Informatics

Page 27: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

Thanh-Dien Tran Informatics Engineering 2014, Univ. Coimbra

Francisco Souza Electrical Engineering 2014, Univ. Coimbra

Mariza Figueiredo Informatics Engineering 2014, Univ. Coimbra

Noel Lopes Informatics Engineering 2014, Univ. Coimbra

Teresa Rocha Informatics Engineering 2013, Univ. Coimbra

Simão Paredes Informatics Engineering 2012, Univ. Coimbra

Sónia Gouveia Applied mathematics 2009, Univ. Porto

Rute Almeida Applied mathematics 2007, Univ. Porto

Luís Roseiro Mechanical Engineering 2004, Univ. Coimbra

October de 2014: A Supporting Infrastructure for Wireless Sensor Networks in

Critical Industrial Environment

September 2014: Computational Intelligence Methodologies for Soft Sensors

Development in Industrial Processes

March 2014: Contributions to Electrical Energy Disaggregation in a Smart Home

January 2014: Machine Learning for Adaptive Multi-Core Machines

December 2009:Contributions to the analysis of short-term cardiovascular coupling

May 2007:Automatic ECG characterization: Application to QT Interval Variability

July 2004: Detection of fails and Structural Identification of materials using

artificial neural networks

Page 28: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Conference co-Chairs EUNITE Summer School 2003

Organization of conferences ICHI2013

MCPL2010

ICANNGA2005

CONTROLO98

Organization of sessions EuroMini2015

CMNE2011

Member of program committees 12 Conferences

Euromini conference2015: Improving healthcare: new challenges, new

approaches, Coimbra-Portugal, 30 March - 1 April, 2015.

Organization, in collaboration with Prof. Dr. Paulo de Carvalho, of a

thematic session: Health informatics

ICHI2013: The International Conference on Health Informatics, Vilamoura,

November, 7-9, 2013.

Main responsible of the local organization

CMNE2011: Congresso Ibérico de Métodos Numéricos em Engenharia,

Coimbra, June, 14-17, 2011.

Organization in collaboration the University of Zaragoza, Prof. Drª

Raquel Bailon e Prof. Dr. Paulo de Carvalho the session: Health

Informatics. (ST-16)

MCPL2010: 5th IFAC International Conference on Management and Control

of Production and Logistics, September 08-10, 2010, Coimbra, Portugal.

Main responsible of the local organization and proceedings editor

Page 29: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

Editor of the Conference Proceedings, in collaboration with António

Dourado (University of Coimbra, Portugal) and Florin Filip (Academy of

Science of Romania, Romania).

ICANNGA05: 7th International Conference of Adaptive and Natural

Computing Algorithms, University of Coimbra, Portugal, March, 21-23,

2005.

Main responsible of the local organization and proceedings editor

Co-Chair, EUNITE Summer School on Intelligent Techniques for Medical

Applications, University of Coimbra, September, 24-27, 2003.

CONTROLO98, 3rd Portuguese Conference on Automatic Control, 9-11

September, University of Coimbra, 1998

HEALTHINF2016: International Conference on Health Informatics, Rome,

Italy, February 21-23, 2016.

Euromini conference: Improving healthcare: new challenges, new approaches,

Coimbra-Portugal, 30 March - 1 April, 2015.

HEALTHINF2015: International Conference on Health Informatics, Lisbon -

Portugal, January 12-15, 2015.

ICHI2013: The International Conference on Health Informatics, Vila Moura,

Portugal, November, 7-9, 2013.

CMNE2011: Congresso Ibérico de Métodos Numéricos em Engenharia,

Coimbra, Portugal, June, 14-17, 2011.

MCPL2010: 5th IFAC International Conference on Management and Control

of Production and Logistics, Coimbra, Portugal, September 08-10, 2010.

HPCBio2008: International Workshop on High Performance Computing

Applied to Medical Data and Bioinformatics, Bucharest, Romania, 2008.

HPCBio2007: The First International Workshop on High Performance

Computing Applied to Medical Data and Bioinformatics, Cap. Esterel,

France, 2007.

ICANNGA2007: 8th International Conference of Adaptive and Natural

Computing Algorithms, 11-14 Abril 2007, Warsaw, Oland.

ICANNGA2005 (Organizing Committee): 7th International Conference of

Adaptive and Natural Computing Algorithms, Coimbra, Portugal,

2005.(Org. Committee)

Page 30: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

EUNITE Summer School 2003: (Co-chair) Soft Computing In Medicine,

University of Coimbra, Portugal, 2003.

CONTROLO98: 3rd International Conference on Automatic Control

Universidade de Coimbra, Portugal, September, 1998.

MBEC 2014 - 6th European Conference of the International Federation for

Medical and Biological Engineering, Dubrovnik, Croatia, September, 7-11.

ICHI2013: The International Conference on Health Informatics, Vila Moura,

November, 7-9, 2013.

EMBS 2013 - International Conference of the IEEE Engineering in Medicine

and Biology Society, Osaka, Japan, July, 3-7.

EMBS 2012 - 2012 Annual International Conference of the IEEE Engineering

in Medicine and Biology Society, San Diego, USA, August 28, September 1.

EMBS 2011, 33th Annual International Conference of the IEEE Engineering

in Medicine and Biology Society, Boston, August, 30, September, 03.

MCPL2010: 5th IFAC International Conference on Management and Control

of Production and Logistics, September 08-10, 2010, Coimbra, Portugal.

ICANNGA05: 7th International Conference of Adaptive and Natural

Computing Algorithms, University of Coimbra, Portugal, March, 21-23,

2005.

EUNITE Summer School on Intelligent Techniques for Medical Applications,

University of Coimbra, September, 24-27, 2003.

CONTROLO98, 3rd Portuguese Conference on Automatic Control, 9-11

September, University of Coimbra, 1998

Page 31: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

Transactions in Biomedical Engineering 2.233 2015, 2014, 2013, 2012

Biomedical Signal Processing and Control 1.532 2015, 2014, 2013, 2009

Digital Signal Processing 2.119 2014, 2013

Computers in Biology and Medicine 1.547 2014, 2013

Computer Methods and Programs in

Biomedicine 1.153

2014, 2013, 2012, 2010, 2009,

2008, 2007

IEEE Journal of Biomedical and Health

Informatics 2.072 2014

Medical & Biological Engineering &

Computing 1.439 2014

IEEE Sensors Journal 1.852 2014

Soft Computing 2.671 2014

Pattern Recognition Letters 2.638 2013, 2012, 2008

Computer Communications Journal 2.098 2012, 2007, 2006, 2005, 2004,

2003, 2002, 2001

Applied Mathematical Modelling 2.158 2011

Journal of Healthcare Engineering 0.468 2010

Artificial Intelligence Review 1.565 2009

Pattern Recognition 3.153 2008

International Journal of Neural Systems 3.650 2008

Journal of Biomedical Science and

Engineering 1.180

2008

Neuro Computing 2.102 2004

Computers in Industry 2.977 2002

International Journal of Adaptive Control

and Signal Processing 1.656 1998

.

Page 32: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

2015 2

2014 6

2013 4

2012 5

2011 3

2006-2010 16

2001-2005 9

IEEE EMBS 2015 – 37th IEEE Conference Engineering in Medicine and

Biology Society, Rome Italy, August 25-29, 2015.

HEALTHINF2015: 8th International Conference on Health Informatics,

Lisbon - Portugal, January 12-15, 2015.

IEEE EMBS 2014 – 36th IEEE Conference Engineering in Medicine and

Biology Society, Chicago, USA, August, 26-29.

IFMBE MBEC 2014 - 6th European Conference of the International

Federation for Medical and Biological Engineering; Dubrovnik, Croatia;

September, 7-11, 2014.

IEEE EMBS Conference on Neural Engineering, 7th International IEEE

EMBS Conference, Montpellier France, April 22-24, 2014.

HEALTHINF2014: 7th International Conference on Health Informatics,

Angers – France, March 3-6, 2014.

SOCO2014 – 9th International Conference on Soft Computing Models in

Industrial and Environmental Applications, Bilbao, Spain, June 25-27, 2014

IFAC 2014- 19th World Congress of the International Federation of

Automatic Control, Cape Town, South Africa, August, 24-29.

Page 33: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

IEEE EMBS 2013 – 35th IEEE Conference Engineering in Medicine and

Biology Society, Osaka Japan, July 03-06, 2013.

SOCO2013 -8th International Conference on Soft Computing Models in

Industrial and Environmental Applications, Salamanca-Spain, September 11-

13, 2013.

HEALTHINF2013: 6th International Conference on Health Informatics,

Barcelona Spain, February 11-14, 2013.

NER2013: 6th International IEEE/EMBS Conference on Neural Engineering,

San Diego, USA, November 06-08, 2013.

IEEE EMBS 2012 – IEEE Conference Engineering in Medicine and Biology

Society, San Diego, USA, August 28, September 1, 2012.

HEALTHINF2012: 5th International Conference on Health Informatics, Vila-

Moura Algarve, February 1-4, 2012.

International IEEE Conference on Neural Engineering, 2012.

IEEE ICCSIT-International Conference on Computer Science and

Information Technology, Hong Kong, China, December 29-30, 2012.

BMEI - International Conference on Biomedical Engineering and

Informatics, Chongqing, China, October 6-8, 2012.

CMNE2011: Congresso Ibérico de Métodos Numéricos em Engenharia,

Coimbra, June, 14-17, 2011.

IEEE ICCSIT -International Conference on Computer Science and

Information Technology, Chengdu, China, June 10-11, 2011.

ICANNGA11: 10th International Conference of Adaptive and Natural

Computing Algorithms, Ljubljana, Slovenia, April 14-16, 2011.

IEEE EMBS 2010 – IEEE Conference Engineering in Medicine and Biology

Society, Buenos Aires, Argentina, August 31, September 4, 2010.

MCPL10 - 5th IFAC International Conference on Management and Control

of Production and Logistics, Coimbra Portugal.

Page 34: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

IEEE EMBS 2009 – IEEE Conference Engineering in Medicine and Biology

Society, Minneapolis, USA, 2-6 September, 2009

ICANNGA09 - International Conference of Adaptive and Natural

Computing Algorithms, Kuopio, Finland, July 2009.

IS-IEEE International Conference on Intelligent System, Varna, Bulgaria,

September 6-8, 2008.

ICONIP - International Conference on Neural Information Processing of the

Asia-Pacific Neural Network Assembly, Auckland, New Zealand, November

25-28, 2008.

CONTROLO08 – Portuguese Conference on Automatic Control, Controlo08,

Vila Real, Portugal, July 2008.

HPC-Bio - International Workshop on High Performance Computing

Applied to Medical Data and Bioinformatics, HPC-Bio08, Bucharest,

Romania, July, 2008.

HPC-Bio07 - International Workshop on High Performance Computing

Applied to Medical Data and Bioinformatics, HPC-Bio07, Cap Esterel,

France, August, 2007.

ICANNGA07 - International Conference of Adaptive and Natural

Computing Algorithms, Warsaw, Poland, April 2007.

EPIA07 - Portuguese Conference on Artificial Intelligence, Guimarães,

December, 2007.

ICSNC07 - International Conference on Systems and Networks

Communications, Esterel, France - August 2007.

IEEE-CCA07 - International Conference on Control Applications, Singapore,

October.

Page 35: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

CMS - Conceptual Modeling and Simulation Conference, Marseilles, France,

October, 2005.

MED - Mediterranean Control and Automation Conference, Lisbon,

Portugal, July 2002.

AI, simulation & Planning in High Autonomy systems, Lisbon, Portugal,

April 2002.

ICANNGA05 - International Conference of Adaptive and Natural

Computing Algorithms, Coimbra, Portugal, March 2005.

SIP – Signal and Image Processing, Paris, France, January 25-28, 2005.

Signal and Image Processing Conference, Honolulu, Hawaii, August, 2005.

ECC - European Control Conference, Cambridge, UK, September, 2003.

HMAS-Hybrid Methods for Adaptive Systems, HMAS02 - Albufeira,

Portugal, September 19-21, 2002.

IEEE-CCA - International Conference on Control Applications, Glasgow,

Scotland, September, 2002.

IFA02 - International Federation of Automatic Control, Barcelona, Spain,

2002.

IFAC01 - Workshop on Advanced Fuzzy/Neural Control, Valencia, Spain,

October, 2001.

ECC - European Control Conference, Karlsruhe, Germany, November, 1999.

Page 36: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Multi-parametric Trends Analysis and Events Prediction in the context of a

Cardiac Rehabilitation System; MBEC 2014 - 6th European Conference of the

International Federation for Medical and Biological Engineering; Dubrovnik,

Croatia; September, 7-11, 2014.

Telehealth streams reduction based on pattern recognition techniques for

events detection and efficient storage in EHR; EMBS 2013 - 2013 Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society; Osaka, Japan; July, 3-7, 2013.

Fusion of Risk Assessment Models with application to Coronary Artery

Disease Patients; EMBS 2011, 33th Annual International Conference of the

IEEE Engineering in Medicine and Biology Society; Boston; August, 30,

September, 03, 2011.

Cardiovascular Risk and Status Assessment; III Technology and Health

Workshop; Guarda, Portugal; April, 30, 2010.

Prediction of acute hypotensive episodes using neural network multi-models;

CinC 2009 - Conference Computers in Cardiology 2009; Park City, USA; 13-16

September, 2009.

MyHeart and HeartCycle: European eHealth research for prevention,

compliance and effectiveness in HF and CAD management; Portuguese Congress

of Cardiology; Lisboa, Portugal; April, 9-12, 2010.

Assessment of Arrhythmias for Heart Failure Management - phealth2008 -

International Workshop on Wearable Micro and Nano-systems for Personalized

Health, Valencia, Spain, May 21-23, 2008.

Fighting the cardiovascular diseases – the contribution of the technology –

Portuguese Congress of the Engineers, Coimbra, 16 September, 2005.

Tele-Health, a tool towards the prevention – workshop in Portuguese,

Coimbra, Portugal, 26 de Abril, 2005.:

Intelligent control algorithms with Application to the Solar Power Plant;

Second IHP Workshop of PSA Users; Almeria, Spain, February, 2002.

Scheduling of PID controllers by means of a Neural Network with Application

to a Solar Power Plant; Second IHP Workshop of PSA Users; Almeria, Spain;

February, 25-26, 2002.

Page 37: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Curriculum Vitæ |

Henriques et al (2014); J. Henriques, T. Rocha, S. Paredes, P. Carvalho;

“Detection of arrhythmic events by means of trend prediction of physiological

time series in pHealth systems“; IFAC 2014 - 19th World Congress of the

International Federation of Automatic Control, Cape Town, South Africa,

August, 24-29.

Mendes et al (2014); D. Mendes, S. Paredes, T. Rocha, P. Carvalho, T. Marques,

J. Henriques, J. Morais; “Short-Term Cardiovascular Disease Risk

Assessment: comparison of two combination approaches“; MBEC 2014 - 6th

European Conference of the International Federation for Medical and

Biological Engineering, Dubrovnik, Croatia, September, 7-11.

Henriques et al (2014); J. Henriques, P. Carvalho, T. Rocha, S. Paredes, J.

Morais; “Multi-parametric Trends Analysis and Events Prediction in the

context of a Cardiac Rehabilitation System“; MBEC 2014 - 6th European

Conference of the International Federation for Medical and Biological

Engineering, Dubrovnik, Croatia, September, 7-11.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “An

effective wavelet strategy for the trend prediction of physiological time series

with application to pHealth systems“; EMBS 2013 - International Conference

of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan,

July, 3-7.

Henriques et al (2013); J. Henriques, T. Rocha, S. Paredes, P. de Carvalho;

“Telehealth streams reduction based on pattern recognition techniques for

events detection and efficient storage in EHR“; EMBS 2013 - International

Conference of the IEEE Engineering in Medicine and Biology Society, Osaka,

Japan, July, 3-7.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “Trend

Prediction Methodology Based on Time Series Similarity Analysis and Haar

Wavelet Decomposition “; EXP 2013 - The 2nd Experiment@ International

Conference, Coimbra, Portugal, September, 18-20.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “Matlab

Tool Applied to the Trend Prediction of Physiological Time Series “; EXP

2013 - The 2nd Experiment@ International Conference, Coimbra, Portugal,

September, 18-20.

Paredes et al (2013); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J. Morais;

“Simulation Software Applied to Short Term Cardiovascular Disease Risk

Assessment “; EXP 2013 - The 2nd Experiment@ International Conference,

Coimbra, Portugal, September, 18-20.

Paredes et al (2013); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J. Morais;

“Matlab Tool for Cardiovascular Disease Risk Prediction“; EXP 2013 - The

2nd Experiment@ International Conference, Coimbra, Portugal, September,

18-20.

Page 38: UNIVERSITY OF COIMBRA Department of Informatics Engineeringjh/publicacoes_cientificas/CV_jh.pdf · 2015-10-15 · Jorge Henriques is an Assistant Professor at the University of Coimbra,

Paredes et al (2012); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques,, J.

Morais, J. Ferreira, M. Mendes; “Improvement of CVD Risk Assessment

Tools' performance through innovative Patients' Grouping Strategies “; EMBS

2012 - 2012 Annual International Conference of the IEEE Engineering in

Medicine and Biology Society, San Diego, USA, August 28, September 1.

Rocha et al (2012); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “An

Efficient Strategy for Evaluating Similarity between Time Series based on

Wavelet / Karhunen-Loève Transforms “; EMBS 2012 - 2012 Annual

International Conference of the IEEE Eng. in Medicine and Biology Society,

San Diego, USA, August 28, September 1.

Paredes et al (2011); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques, D.

Rasteiro, J. Morais, J. Ferreira, M. Mendes; “Fusion of Risk Assessment

Models with application to Coronary Artery Disease Patients “; EMBS 2011,

33th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, Boston, August, 30, September, 03.

Rocha et al (2010); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “A Wavelet

Scheme for Reconstruction of Missing Sections in Time Series Signals“; CinC

2010- Conference Computers in Cardiology 2010, Belfast., Irland, 26-29

September.

Carvalho and Henriques (2010); P. Carvalho, J. Henriques; “MyHeart and

HeartCycle: European eHealth research for prevention, compliance and

effectiveness in HF and CAD management“; Congresso Portugues

Cardiologia, Lisboa, Portugal, April, 9-12.

Henriques et al (2010); J. Henriques,; “Cardiovascular Risk and Status

Assessment“; III Jornadas sobre Tecnologia e Saúde Guarda, Portugal, April,

30.

Henriques and Rochal (2009); J. Henriques, T. Rocha; “Prediction of acute

hypotensive episodes using neural network multi-models“; CinC 2009 -

Conference Computers in Cardiology 2009, Park City, USA, 13-16 September.

Rocha et al (2009); T. Rocha, S. Paredes, P. Carvalho, J. Henriques, M. Harris,

J. Morais, M. Antunes; “Ischemia Detection in the Context of a

Cardiovascular Status Assessment Tool“; EMBS 2009, 31th Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society, Minneapolis, USA, 2-6 September.

Paredes et al (2009); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, M. Harris,

J. Morais, M. Antunes; “Long Term Cardiovascular Risk Models’

Combination : A new approach“; EMBS 2009, 31th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society,

Minneapolis, USA, 2-6 September.

Henriques et al (2008); J. Henriques, P. Carvalho, M. Harris, M. Antunes, R.

Couceiro, M. Brito, R. Schmidt; “Assessment of Arrhythmias for Heart

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Curriculum Vitæ |

Failure Management“; phealth 2008 - International Workshop on Wearable

Micro and Nanosystems for Personalised Health, Valencia, Spain, May, 21-23.

Ribeiro et al (2008); B. Ribeiro, J. Henriques, A. Marques, M. Antunes;

“Manifold Learning for Premature Ventricular Contraction Detection“; CinC

2008 - 35th Conference Computers in Cardiology 2008, Bologna, Italy,

September 14 - 17.

Couceiro et al (2008); R. Couceiro, P. Carvalho, J. Henriques, M. Antunes; “On

the Detection of Premature Ventricular Contractions “; EMBS 2008, 30th

Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, Vancouver, Canada, August 20-24.

Brito et al (2007); M. Brito, J. Henriques, P. Carvalho, B. Ribeiro, M. Antunes;

“ECG Compression through segment matching and progressive error

encoding“; EMBS 2007, 29th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society, Lyon, France, August 23-26.

Henriques et al (2007); J. Henriques, P. Carvalho, P. Gil, A. Marques, T. Rocha,

B. Ribeiro, M. Antunes, R. schmidt, J. Habetha; “Ventricular Arrhythmias

Assessment“; EMBS 2007, 29th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society, Lyon, France, August 23-26.

Henriques et al (2006); J. Henriques, M. Brito, P. Gil, P. Carvalho; “Searching

for Similarities in Nearly Periodic Signals With Application to ECG Data

Compression“; ICPR 2006 - International Conference on Pattern Recognition

2006, Hong Kong, China, August, 20-24.

Kumar et al (2006); D. Kumar, P. Carvalho, J. Henriques, M. Antunes, L.

Eugénio, R. Schmidt, J. Habetha; “Detection of S1 and S2 Heart Sounds by

High Frequency Signatures“; EMBS 2006 - 28th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society, New

York, USA, August, 30-September, 03.

Henriques and Carvalho (2005); J. Henriques, P. Carvalho; “Vencer as doenças

CardioVasculares: a contribuição da Engenharia“; Encontro Nacional Colégio

Informática, Coimbra, Portugal, September, 16.

Carvalho and Henriques (2005); P. Carvalho, J. Henriques; “TeleSaude, uma

ferramenta para a prevençao“; Ordem dos Engenheiros, Coimbra, Portugal,

April, 26.

Gil et al (2003); P. Gil, A.Cardoso, J. Henriques, P. Carvalho, H. Duarte-Ramos,

A. Dourado; “Experiments with an Adaptive Neural Model-Based Predictive

Controller Applied to Distributed Solar Collector Field: Performance and

fault Tolerance Assessment“; HP Workshop of PSA Users, Almeria, Spain,

January.

Henriques et al (2002); J. Henriques, P. Gil, A. Dourado; “Neural Output

Regulation For a Solar Power Plant“; Second IHP Workshop of PSA Users,

Almeria, Spain, February, 25-26.

Henriques et al (2002); J. Henriques, P. Gil, A. Cardoso, A. Dourado;

“Scheduling of PID controllers by means of a Neural Network with

Application to a Solar Power Plant“; Second IHP Workshop of PSA Users,

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Almeria, Spain, February, 25-26.

Henriques et al (2002); J. Henriques, P. Gil, A. Cardoso, A. Douraado;

“Scheduling of PID controllers by means of a Neural Network With

Application to a Solar Power Plant“; IJCNN, International Join Conference

on Neural Networks, Honolulu, USA, May, 12-17.

Henriques et al (2002); J. Henriques, P. Gil, A. Dourado, H. Duarte-Ramos;

“Non-linear Multivariable Predictive Control: Neural versus First Principle

Modelling Approach“; IASTED Control and Applications, Cancun, Mexico,

May, 19-122.

Dourado et al (2002); A. Dourado, J. Henriques, P. Carvalho; “Fuzzy and neuro-

fuzzy techniques for data mining and knowledge“; EUNITE Workshop on

Intelligent Systems in Medical Diagnosis and Therapy, Coventry, UK,

October, 25.

Henriques et al (2002); J. Henriques, P. Gil, A. Dourado; “Neural Output

Regulation for a Solar Power Plant“; 15th IFAC World Congress, Barcelona,

Spain, July, 21-26 .

Henriques et al (2001); J. Henriques, M. José, A. Dourado; “A Simple Supervisor

for the Adaptation of the Similarity Factor in a Fuzzy Controller“; IFAC

Workshop on Automatic Systems for Building Infrastructures in Developing

Countries, Skopje, Republic of Macedonia, May, 21-23.

Henriques et al (2001); J. Henriques, P. Gi, A. Dourado; “State Space Neural

Networks in Nonlinear Adaptive System Identification and Control“; IFAC

Workshop on Advanced Fuzzy/Neural Control 2001, Valencia, Spain,

October, 15-16.

Gil et al (2001); P. Gil, J. Henriques, A. Dourado; “Recurrent Neural Networks

and Feedback Linearization for a Solar Power Plant Control“; EUNIT01 -

European Symposium on Intelligent Technologies, Hybrid Systems and their

implementation on Smart Adaptive Systems, Tenerife, Spain, December, 13-

14 .

Henriques et al (2000); J. Henriques, B. Castillo, A. Titli, P. Gil, A. Dourado;

“Learning and Output Regulation with Recurrent Neural Networks“;

CONTROLO2000 - 4th Portuguese Conference on Automatic Control,

Guimarães, Portugal, October, 4-6.

Henriques et al (2000); J. Henriques, B. Castillo, A. Titli, P. Gil, A. Dourado; “A

Recurrent Neural approach for the nonlinear discrete time output regulation“;

IECON2000 - IEEE International Conference on Industrial Electronics,

Control and Instrumentation, Nagoya, Japan, October, 24-27.

Henriques et al (2000); J. Henriques, B. Castillo-Toledo, A. Titli, P. Gil, A.

Dourado; “A recurrent neuronal approach for the nonlinear discrete time

output regulation“; Rapport LAAS n°2000138, Toulouse, France, March.

Henriques et al (1999); J. Henriques, P. Gil, A. Dourado, H. Ramos; “Application

of A Recurrent Neural Network In Online Modelling Of RealTime Systems“;

ESIT99 - European Symposium on Intelligent Techniques, Crete, Grece, June,

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Curriculum Vitæ |

3-4.

Henriques and Dourado (1999); J. Henriques, A. Dourado; “A Hybrid Neural

Decoupling Pole Placement Controller And Its Application“; ECC99 - 5rd

European Control Conference, Karlsruhe, Germany, August, 31-September, 03

.

Henriques and Dourado (1998); J. Henriques, A. Dourado; “A multivariable

adaptive control using a recurrent neural network“; EANN98 - Engineering

Applications of Neural Networks, pp 118-121, Gibraltar, UK, June, 9-12.

Henriques et al (1998); J. Henriques, J. Vitor, C. Pereira, A. Dourado;

“Experimental Online Learning For a Benchmark Process“; CONTROLO98,

3rd Portuguese Conference on Automatic Control, pp 193-198, Coimbra,

Portugal, September, 9-11 .

Henriques and Dourado (1998); J. Henriques, A. Dourado; “Adaptive Control

Using a Recurrent Neural Network Observer“; CONTROLO98, 3rd

Portuguese Conference on Automatic Control, pp 583-488, Coimbra, Portugal,

September, 9-11.

Cardoso et al (1998); A. Cardoso, J. Henriques, A. Dourado; “Fuzzy Supervisor

of PID Controllers for the Acurex Field at PSA“; Solar Thermal Energy

ApplicationsSecond Annual Workshop, Plataforma Solar de Almeria, pp 7-12,

Almeria, Spain, November, 10-11 .

Henriques et al (1998); J. Henriques,; “Solar Thermal Energy Applications -

Plataforma Solar de Almeria workshop“; Solar Thermal Energy Applications -

Plataforma Solar de Almeria workshop, Almeria, Spain, November, 10-11 .

Henriques and Dourado (1995); J. Henriques, A. Dourado; “Decoupling and

Directional Forgetting Factor Adaptive Control of Industrial Evaporators“;

ECC95 - 3rd European Control Conference, 1149-1154, Rome, Italy,

September, 5-8.

Henriques and Dourado (1994); J. Henriques, A. Dourado; “Adaptive Decoupling

Multivariable Control. Application to an Industrial Process (In Portuguese)“;

CONTROLO94, 1st Portuguese Conference on Automatic Control, Lisbon,

Portugal, September, 14-16.

Henriques et al (1991); J. Henriques, A. Dourado, A. Cardoso, P. Lains, J.

Amaral; “Modelling and Decoupling Control of a Multiple Effect Evaporator

System (In Portuguese)“; ENDIEL91, Lisbon, Portugal, May, 29-June, 02.

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2015 25

2014 11

2013 17

2012 9

2011 19

2006-2010 49

2001-2005 41

1996-2000 30

1990-1995 6

Henriques (2001), J. Henriques; A Recurrent Neural Network Approach for the

Non-Linear Discrete Time Output Regulation; PhD Thesis, University of

Coimbra, Coimbra, Portugal, July, 2001.

Henriques (1995), J. Henriques; Decoupling and Adaptive control of a

multivariable system: application to an industrial case; MsC Thesis,

University of Coimbra, Coimbra, Portugal, January, 1995.

Rocha et al (2015); T. Rocha, J. Henriques, P. Carvalho, S. Paredes, J. Morais;

“Online Experimentation: Emergent Technologies & the Internet of Things”,

Ed.Maria Teresa Restivo, Alberto Cardoso, António Mendes Lopes”.

Paredes et al (20015); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J.

Morais, J. Ferreira; “Online Experimentation: Emergent Technologies & the

Internet of Things”, Ed.Maria Teresa Restivo, Alberto Cardoso, António

Lopes”.

Henriques et al (2011); J. Henriques, P. Gil, A. Cardoso, P. Carvalho, H. Duarte-

Ramos, A. Dourado,; “Power Plant Applications of Advanced Control

Techniques”; Edited by Dr. Pal Szentannai, ISBN 978-3-902655.

Carvalho et al (2011a); P. Carvalho, J. Henriques, R. Couceiro, M. Harris, M.

Antunes, J. Habetha; “ECG Signal Processing, Classification and

Interpretation: A Comprehensive Framework of Computational Intelligence”;

Accept for publication by Springer-Verlag, March 2011.

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Curriculum Vitæ |

Dourado et al (2008); A. Dourado, J. Henriques, P. Carvalho; “O. Haas, K.

Burnham (Eds), Series in Medical Physics and Biomedical Engineering”;

Taylor & Francis, ISBN 0-7503-0994-6.

Pereira et al (2006); H. Pereira, N. Seixas, M. Brito, F. Palrinhas, P. Carvalho,

J. Henriques, M. Antunes; “C. Nugent, J. Augusto (Eds), Assistive

Tecnhology Research Series”; IOS Press, ISBN 1-58603-623-8.

Dourado et al (2000); A. Dourado, J. Henriques, J. Vitor, C. Pereira; “P.

Albertos, A. Sala (Eds), Publication of COSY European Science Fundation”;

European Science Foudantion, ISB 84-7721-895-1.

Marques et al (2015); T. Marques, J. Henriques, P. Carvalho, S. Paredes, T.

Rocha, J. Morais; “Personalization based on Grouping Strategies for

Short-Term Cardiovascular Event Risk Assessment”; Cardiovascular

Engineering and Technology, May, DOI: 10.1007/s13129-015-0228-8.

[2012 I.F. 1,2000] (vd.

)

Paredes et al (2015); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, D.

Mendes, R. Cabete, R. Cabiddu, A. Bianchi, J. Morais; “The CardioRisk

Project: Improvement of Cardiovascular Risk Assessment”; International

Journal of Computational Science, vol 9, 39–44. DOI:

10.1016/j.jocs.2015.04.025, [2015 I.F. 1,57].

(vd )

Paredes et al (2015); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques,

J.Morais; “Integration of Different Risk Assessment Tools to Improve the

Event Risk Assessment in Cardiovascular Disease Patients", Aceite para

publicação em Fevereiro 2015, Medical & Biological Engineering &

Computing. [2013 I.F. 1,500]

(vd. .

Couceiro et al (2015); R. Couceiro, P. Carvalho, R. Paiva, J. Henriques, I.

Quintal, M. Antunes, J. Muehlsteff, C. Eickholt, C. Brinkmeyer, M.

Kelm, C. Meyer; “Assessment of Cardiovascular Function from Multi-

Gaussian Fitting of Finger Photoplethysmogram“; Aceite para publicação

em June 2015, Physiological Measurements. [2014 I.F. 1,617].

Couceiro et al (2015); R. Couceiro, P. Carvalho, R. P. Paiva, J. Muehlsteff,

J. Henriques, C. Eickholt, C. Brinkmeyer, M. Kelm, C. Meyer; “Real

Time Prediction of Neurally Mediated Syncope“; Aceite para publicação

em Janeiro 2015, IEEE Journal of Biomedical Health Informatics. [2013

I.F. 2,0720] (vd. ).

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Henriques et al (2014); J. Henriques, P. Carvalho, S. Paredes, T. Rocha, J.

Habetha, M. Antunes, J. Morais; “Prediction of heart failure

decompensation events by trend analysis of telemonitoring data“; IEEE

Journal of Biomedical Health Informatics, September. [2013 I.F. 2,0720]

(vd. )

Gil et al (2013); P. Gil, J. Henriques, A. Cardoso, P. Carvalho, A. Dourado;

“Affine Neural Network-Based Predictive Control Applied to a

Distributed Solar Collector Field“; IEEE Transactions on Control

Systems Technology, 01/2013; PP:1-1. DOI:10.1109/TCST.2013.226054.

[2013 I.F. 2,5210] (vd.

)

Paiva et al (2012); R. Paiva, P. Carvalho, R. Couceiro, J. Henriques, M.

Antunes, M. Quintal, J. Muehlsteff; “Beat-to-Beat Systolic Time-Interval

Measurement from Heart Sounds and ECG“; Physiological Measurement,

Vol. 33, pp. 177-194, IOP Science. [2014 I.F. 1,617] (vd.

)

Eilebrecht et al (2012); B. Eilebrecht, J. Henriques, T. Rocha, S. Paredes, P.

Carvalho, S. Leonhardt; “Automatic Parameter Extraction from

Capacitive ECG Measurements“; Cardiovascular Engineering and

Technology, vol. 3, 319-332. [2012 I.F. 1,2000] (vd.

)

Gil et al (2012); P. Gil, J. Henriques, A. Cardoso, A. Dourado; “On affine

state-space neural networks for system identification: Global stability

conditions and complexity management“; Control Engineering Practice,

21:518-529. [5 year IF 2,347] (vd.

)

Paredes et al (2011); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques, M.

Harris, J.Morais; “Long Term Cardiovascular Risk Models’

Combination“; Computer Methods and Programs in Biomedicine, March

101(3), 231-42. [5 year I.F. 1,589] (vd.

)

Rocha et al (2011); T. Rocha, S. Paredes, P. Carvalho, J. Henriques;

“Prediction of acute hypotensive episodes by means of neural network

multi-models “; Computers in Biology and Medicine, Accepted June

2011.[5 year I.F. 1,547] (vd.

)

Kumar et al (2011); D. Kumar, P. Carvalho, M. Antune, R Paiva, J.

Henriques; “Noise detection during heart sound recording using

periodicity signatures“; Physiological Measurements, 32 (2011) 599–

618.[2014 I.F. 1,617] (vd.

)

Henriques et al (2010); J. Henriques, P. Gil, A. Cardoso, P. Carvalho, A.

Dourado,; “Adaptive neural output regulation control of a solar power

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Curriculum Vitæ |

plant“; Control Engineering Practice, 18(10), 1183–1196. [5 year IF 2,347]

(vd. )

Rocha et al (2010); T. Rocha, S. Paredes, P. Carvalho, J. Henriques, M.

Harris, J- Morais, M. Antunes; “A lead dependent ischemic episodes

detection strategy using Hermite functions“; Biomedical Signal Processing

and Control 5 (2010) 271–281. [5 year Impact factor 1,680] (vd.

)

Ribeiro et al (2007); B. Ribeiro, A. Marques, J. Henriques, M. Antunes;

“Choosing Real-Time Predictors For Ventricular Arrhythmias Detection“;

International Journal of Pattern Recognition and Artificial Intelligence,

Vol 21, 8, 1-15. [2013 I.F. 0,5600] (vd.

)

Pereira et al (2000); C. Pereira, J. Henriques, A. Dourado; “Adaptive

RBFNN versus Conventional selftuning: comparison of two parametric

model approaches for nonlinear control“; Control Engineering Practice, 8,

pp 3-12. [5 year IF 2,347] (vd.

Henriques et al (1999); J. Henriques, A. Cardoso, A. Dourado; “Supervision

And CMeans Clustering Of PID Controllers for a Solar Power Plant“;

International Journal of Approximate Reasoning, 22, pp 73-91. [5 year

I.F. 2,072] (vd.

)

Henriques and Dourado (1999); J. Henriques, A. Dourado; “Multivariable

Adaptive Control Using an Observer Based on a Recurrent Neural

Network“; International Journal of Adaptive Control Signal Processing,

13, pp 241-259. [2014 I.F. 1,656] (vd.

)

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Mendes et al (2015); D. Mendes, S. Paredes, T. Rocha, P. Carvalho, J. Henriques,

R. Cabiddu, J. Morais; “37th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society”; Milan, Italy; August, 25-29.

Tavares et al (2015); M. Tavares, S. Paredes, T. Rocha, P. Carvalho, J.

Henriques, D. Mendes, J. Ramos. J. Morais; “37th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society”; Milan,

Italy; August, 25-29.

Nunes et al (2015); D. Nunes, A. Leal, R. Couceiro, J. Henriques, P. Carvalho, C.

Teixeira; “37th Annual International Conference of the IEEE Engineering in

Medicine and Biology Society”; Milan, Italy; August, 25-29.

Paiva et al (2015); R. Paiva, T. Sapata, J. Henriques, I. Quintal, R. Baptista, L.

Gonçalves, P. Carvalho; “37th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society”; Milan, Italy; August, 25-29.

Mendes et al (2015); L. Mendes, I. Vogiatzis, E. Perantoni, E. Kaimakamis, I.

Chouvarda, N. Maglaveras, V. Tsara, C. Teixeira, P. Carvalho, J. Henriques,

R. Paiva; “37th Annual International Conference of the IEEE Engineering in

Medicine and Biology Society”; Milan, Italy; August, 25-29.

Cadiddu et al (2015c); R. Cabiddu, R. Trimer, C. Monteiro, A. Silva, V. Trimer,

P. Carvalho, T. Rocha, S. Paredes, A. Bianchi, J. Henriques; “37th Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society”; Milan, Italy; August, 25-29.

Cadiddu et al (2015b); R. Cabiddu, C. Monteiro, J. Henriques, A. Silva, R.

Trimer, V. Trimer; “37th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society”; Milan, Italy; August, 25-29.

Paredes et al (2015a); S. Paredes, T. Rocha, J. Henriques, P. Carvalho, D.

Mendes, R. Cabiddu, J. Morais; “2nd International Conference on Biomedical

Engineering and Systems”; Barcelona, Spain; July, 13-14.

Henriques et al (2015a); J. Henriques, P. Carvalho, S. Paredes, T. Rocha, J.

Morais; “Euro Mini conference : Improving Healthcare: New Challenges, New

Approaches”; Coimbra, Portugal; March 30, April 1.

Carvalho et al (2015a); P. Carvalho, R. Paiva, J. Henriques, D. Kumar, T.

Sapata, R. Couceiro, I. Quintal, R. Baptista; “Euro Mini conference :

Improving Healthcare: New Challenges, New Approaches”; Coimbra, Portugal;

March 30, April 1.

Paredes et al (2015c); S. Paredes, T. Rocha, J. Henriques, P. Carvalho, D.

Mendes, R. Cabiddu, A. Bianchi, J. Morais; “International Conference on

Education, Management and Systems Engineering (EMSE2015)”; Puket,

Thailand; August, 23-24.

Paredes et al (2015d); S. Paredes, T. Rocha, J. Henriques, P. Carvalho, D.

Mendes, R. Cabete, R. Cabiddu, A. Bianchi, J. Morais; International

Conference On Computational Science; Reykjavík, Iceland, 1-3 June, 2015.

Henriques et al (2015b); J. Henriques, T. Rocha, S. Paredes, R. Cabiddu, A.

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Curriculum Vitæ |

Bianchi, D. Mendes, R. Couceiro, P. Carvalho; “International Conference on

Health Informatics and Medical Systems”; Las Vegas, USA; July 27-30.

Rocha et al (2015a); T. Rocha, S. Paredes, J. Henriques, P. Carvalho;

“International Conference on Health Informatics and Medical Systems”; Las

Vegas, USA; July 27-30.

Rocha et al (2015b); T. Rocha, S. Paredes, R. Cabiddu, P. Carvalho, J.

Henriques; “EXP 2015 - The 3nd Experiment@ International Conference”;

Ponta Delgada, Portugal; June, 2-4.

Carvalho et al (2015b); P. Carvalho, R. Paiva, J. Henriques, D. Kumar, R.

Couceiro, T. Sapata, I. Quintal, R. Baptista, M. Antunes; “EXP 2015 - The

3nd Experiment@ International Conference”; Ponta Delgada, Portugal; June,

2-4.

Cabiddu et al (2015a); R. Cabiddu, R. Trimer, J. Henriques, R. Mendes, A.

Oliveira, S. Costa, A. Bianchi, A. Borghi-Silva; 22nd European Congress on

Obesity (ECO2015) Prague, Czech Republic; May 6–9, 2015.

Rocha et al (2014); T. Rocha, S. Paredes, J. Morais, P. Carvalho, J. Henriques;

“Assessing the similarity between time series using a Wavelet transform:

application and interpretability aspects“; BHI 2014 - IEEE-EMBS

International Conference on Biomedical and Health Informatics, Valencia,

Spain, June, 1-4.

Lucio et al (2014); C. Lucio, C. Teixeira, J. Henriques, P. Carvalho, R. Paiva;

“Voluntary Cough Detection by Internal Sound Analysis“; BMEI 2014 - 7th

International Conference on BioMedical Engineering and Informatics, Dailin,

China, October, 16-18.

Carvalho et al (2014); P. Carvalho, R. Paiva, J. Henriques, D. Kumar, R.

Couceiro, T. Sapata; “Acoustic Cardiac Signal Analysis – A Framework“;

BMEI 2014 - 7th International Conference on BioMedical Engineering and

Informatics, Dailin, China, October, 16-18.

Vaz et al (2014); P. Vaz, P. Carvalho, J. Henriques, R. Couceiro, T. Sapata; “An

Automatic Method for Motion Artifacts Detection in Photoplethysmographic

Signals Referenced With Electrocardiography Data“; BMEI 2014 - 7th

International Conference on BioMedical Engineering and Informatics, Dailin,

China, October, 16-18.

Chouvarda et al (2014); I. Chouvarda, N. Philip, P. Natsiavas, V. Kilintzis, D.

Sobnath, R. Kayyali, J. Henriques, R. Paiva, A. Raptopoulos, N. Chetelat, N.

Maglaveras; “WELCOME – Innovative Integrated Care platform using

Wearable Sensing and Smart Cloud Computing for COPD patients with

Comorbidities“; EMBS 2014 - 36th Int. Conf. of the IEEE Engineering in

Medicine and Biology Society, Chicago, USA, August, 26-29.

Mendes et al (2014); L. Mendes, P. Carvalho, C. Teixeira, R. Paiva, J. Henriques;

“Robust features for detection of crackles: an exploratory study“; EMBS 2014

- 36th Int. Conf. of the IEEE Engineering in Medicine and Biology Society,

Chicago, USA, August, 26-29.

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Paredes et al (2014); S. Paredes, T. Marques, T. Rocha, P. Carvalho, J.

Henriques, J. Morais; “Personalization Algorithms Applied to Cardiovascular

Disease Risk Assessment“; EMBS 2014 - 36th Int. Conf. of the IEEE

Engineering in Medicine and Biology Society, Chicago, USA, August, 26-29.

Henriques et al (2014); J. Henriques, T. Rocha, S. Paredes, P. Carvalho;

“Detection of arrhythmic events by means of trend prediction of physiological

time series in pHealth systems“; IFAC 2014 - 19th World Congress of the

International Federation of Automatic Control, Cape Town, South Africa,

August, 24-29.

Mendes et al (2014); D. Mendes, S. Paredes, T. Rocha, P. Carvalho, T. Marques,

J. Henriques, J. Morais; “Short-Term Cardiovascular Disease Risk

Assessment: comparison of two combination approaches“; MBEC 2014 - 6th

European Conference of the International Federation for Medical and

Biological Engineering, Dubrovnik, Croatia, September, 7-11.

Rocha et al (2014); T. Rocha, S. Paredes, P. Carvalho, J. Morais, J. Henriques;

“Trend Analysis of Telemonitoring Data for the Prediction of Heart Failure

Decompensation Events“; MBEC 2014 - 6th European Conference of the

International Federation for Medical and Biological Engineering, Dubrovnik,

Croatia, September, 7-11.

Henriques et al (2014); J. Henriques, P. Carvalho, T. Rocha, S. Paredes, J.

Morais; “Multi-parametric Trends Analysis and Events Prediction in the

context of a Cardiac Rehabilitation System“; MBEC 2014 - 6th European

Conference of the International Federation for Medical and Biological

Engineering, Dubrovnik, Croatia, September, 7-11.

Cabiddu et al (2013); R. Cabiddu, S. Mariani, J. Henriques, S. Cerutti, A.

Bianchi; “Non-linear Indices of Heart Rate Variability in Heart Failure

Patients during Sleep“; XIII Mediterranean Conference on Medical and

Biological Engineering and Computing, IFMBE Proceedings 41, 690-693,

Seville, Spain, Sep., 25-28.

Paredes et al (2013); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J. Morais,

J. Ferreira, M. Mendes; “Cardiovascular Disease Risk Assessment Innovative

approaches developed in HeartCycle project“; EMBS 2013 - International

Conf. of the IEEE Eng. Medicine Biology Society, Osaka, Japan, July, 3-7.

Paredes et al (2013); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, R.

Cabiddu, J. Morais; “Heart Rate Variability Applied to Short-Term

Cardiovascular Event Risk Assessment“; ICBBE 2013 - 7th International

Conference on Bioinformatics and Biomedical Engineering, Beijing, China,

September, 26-28.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “An

effective wavelet strategy for the trend prediction of physiological time series

with application to pHealth systems“; EMBS 2013 - International Conference

of the IEEE Engineering in Medicine and Biology Society, Osaka, Japan, July,

3-7.

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Curriculum Vitæ |

Henriques et al (2013); J. Henriques, T. Rocha, S. Paredes, P. de Carvalho;

“Telehealth streams reduction based on pattern recognition techniques for

events detection and efficient storage in EHR“; EMBS 2013 - International

Conf. of the IEEE Eng. Medicine and Biology Society, Osaka, Japan, July, 3-

7.

Couceiro et al (2013); R. Couceiro, P. Carvalho, R. Paiva, J. Muehlsteff, J.

Henriques, C. Meyer; “Characterization of Surrogate Parameters for Blood

Pressure Regulation in Neurally-Mediated Syncope“; EMBS 2013 -

International Conference of the IEEE Engineering in Medicine and Biology

Society, Osaka, Japan, July, 3-7.

Couceiro et al (2013); R. Couceiro, P. Carvalho, R. Paiva, J. Muehlsteff, J.

Henriques; “Characterization of Surrogate Parameters for Blood Pressure

Regulation in Neurally-Mediated Syncope“; EMBS 2013 - Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society, Osaka, Japan, July, 3-7.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “Trend

Prediction Methodology Based on Time Series Similarity Analysis and Haar

Wavelet Decomposition “; EXP 2013 - The 2nd Experiment@ International

Conference, Coimbra, Portugal, September, 18-20.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “Matlab

Tool Applied to the Trend Prediction of Physiological Time Series “; EXP

2013 - The 2nd Experiment@ International Conference, Coimbra, Portugal,

September, 18-20.

Paredes et al (2013); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J. Morais;

“Simulation Software Applied to Short Term Cardiovascular Disease Risk

Assessment “; EXP 2013 - The 2nd Experiment@ International Conference,

Coimbra, Portugal, September, 18-20.

Paredes et al (2013); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J. Morais;

“Matlab Tool for Cardiovascular Disease Risk Prediction“; EXP 2013 - The

2nd Experiment@ Conference, Coimbra, Portugal, September, 18-20.

Marques et al (2013); T. Marques, S. Paredes, P. Carvalho, J. Henriques;

“Personalization based on Grouping Strategies for Short-Term Cardiovascular

Event Risk Assessment“; IFMBE 2013 - International Conference on Health

Informatics, Vilamoura, Portugal, November, 7-9.

Couceiro et al (2013); R. Couceiro, P. Carvalho, J. Henriques; “Detection of

motion artifacts in photoplethysmographic signals: Algorithms comparison“;

IFMBE 2013 - International Conference on Health Informatics, Vilamoura,

Portugal, November, 7-9.

Rocha et al (2013); T. Rocha, S. Paredes, J. Morais, P. Carvalho, J. Henriques;

“Pattern detection in vital signals daily collected by means of a tele-

monitoring application“; IFMBE 2013 - International Conference on Health

Informatics, Vilamoura, Portugal, November, 7-9.

Carvalho et al (2013); P. Carvalho, J. Henriques, T. Rocha, S. Paredes, J.

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Ramos; “Cardiovascular Risk Prediction during cardiac rehabilitation“;

IFMBE 2013 – Int. Conference on Health Informatics, Vilamoura, Portugal,

November, 7-9.

Rocha et al (2013); T. Rocha, S. Paredes, P. Carvalho, J. Henriques;

“Hypertension Risk Assessment based on a Trend Prediction Methodology“;

IFMBE 2013 – Int. Conference on Health Informatics, Vilamoura, Portugal,

November, 7-9.

Paredes et al (2012); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, J. Morais;

“Cardiovascular Event Risk Assessment – Fusion of Individual Risk

Assessment Tools Applied to the Portuguese Population“; FUSION 2012 - 5th

International Conference on Information Fusion, Singapure, July, 9-12.

Paredes et al (2012); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques,, J.

Morais, J. Ferreira, M. Mendes; “Improvement of CVD Risk Assessment

Tools' performance through innovative Patients' Grouping Strategies “; EMBS

2012 - 2012 Annual International Conference of the IEEE Engineering in

Medicine and Biology Society, San Diego, USA, August 28, September 1.

Rocha et al (2012); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “An

Efficient Strategy for Evaluating Similarity between Time Series based on

Wavelet / Karhunen-Loève Transforms “; EMBS 2012 - 2012 Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society, San Diego, USA, August 28, September 1.

Dourado et al (2012); A. Dourado, A. Cardoso, J. Henriques, C. Teixeira;

“Systems and Control for Biomedical Engineering Students“; IFAC - 9th

IFAC Symposium Advances in Control Education, Vol 9, Part 1, 413-417,

Nizhny Novgorod, Russia, June, 19-21.

Couceiro et al (2012); R. Couceiro, P. Carvalho, R. Paiva, J. Henriques, J.

Muehlsteff; “Detection of motion artifacts in photoplethysmographic signals

based on time and period domain analysis“; EMBS 2012 - Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society, Osaka, Japan, July, 3-7.

Couceiro et al (2012); R. Couceiro, P. Carvalho, R. Paiva, J. Henriques, M.

Antunes, I. Quintal, J. Muehlsteff; “Multi-Gaussian fitting for the assessment

of left ventricular ejection time from the Photoplethysmogram“; EMBS 2012 -

2012 Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, Osaka, Japan, July, 3-7.

Carvalho et al (2011); P. Carvalho, R. Paiva, J. Henriques, M. Antunes,I.

Quintal, J. Muehlsteff; “Robust Characteristic Points for ICG: Definition nd

Comparative Analysis“; BIOSTEC 2011 – International Joint Conference on

Biomedical Engineeting Systems and Tecnhonolgies, Roma, 26-29 January.

Ramos et al (2011); J. Ramos, Carvalho P, Paiva RP, Vale L, Henriques J;

“Intelligent phonocardiogram analysis and presentation tool“; International

Conference on Health Informatics 2011, pp.186-192., Roma, 26-29 January.

Paredes et al (2011); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques;

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Curriculum Vitæ |

“Aplicação de algoritmos genéticos na optimização de probabilidades

condicionais em modelos bayesianos de risco cardiovascular“; CMNE2011-

Congresso de Métodos Numéricos Engenharia, Coimbra, Portugal, 14-17 June.

Santos et al (2011); S. Santos, P. Carvalho, R Paiva, J. Henriques; “Detection of

The S2 Split Using The Hilbert and Wavelet Transforms“; CMNE2011-

Congresso de Métodos Numéricos Engenharia, Coimbra, Portugal, 14-17 June.

Rocha et al (2011); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “Aplicação

da Transformada Wavelet na Reconstrução de Bio-Sinais“; CMNE2011-

Congresso de Métodos Numéricos em Engenharia, Coimbra, Portugal, 14-17

June.

Paredes et al (2011); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques, D.

Rasteiro, J. Morais, J. Ferreira, M. Mendes; “Fusion of Risk Assessment

Models with application to Coronary Artery Disease Patients “; EMBS 2011,

33th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, Boston, August, 30, September, 03.

Rocha et al (2011); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “A Wavelet-

based Approach for Time Series Pattern Detection and Events Prediction

Applied to Telemonitoring Data“; EMBS 2011, 33th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society, Boston,

30 August - 03 September.

Ramos et al (2011); J. Ramos, P. Carvalho, R Paiva, J. Henriques; “Modulation

Filtering for Noise Detection in Heart Sound Signals“; EMBS 2011, 33th

Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, Boston, 30 August - 03 September.

Couceiro et al (2011); R. Couceiro, P. Carvalho, R. Paiva, J. Henriques, M.

Antunes,I. Quintal, J. Muehlsteff; “Beat-To-Beat Cardiac Output Inference

Using Heart Sounds“; EMBS 2011, 33th Annual Int.Conference of the IEEE

Engi.in Medicine and Biology Society, Boston, 30 August - 03 September.

Muehlsteff et al (2011); J. Muehlsteff, P. Carvalho, R: Paiva, J. Henriques, H.

Reiter; “Cardiac Status Assessment with a Multi-Signal Device for improved

Home-Based Congestive Heart Failure Management “; EMBS 2011, 33th

Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, Boston, 30 August - 03 September.

Kumar et al (2011); D. Kumar, P. Carvalho, M. Antunes, R. P. Paiva, J.

Henriques; “An Adaptive Approach To Abnormal Heart Sound

Segmentation“; ICASP2011 - 36th International Conference on Acoustics,

Speech and Signal Processing, Prague, Czech Republic, 22-27 May.

Carvalho et al (2011); P. Carvalho, D. Kumar, J. Ramos, R. P. Paiva, S. Santos,

J. Henriques; “A Matlab Framework for Cardiac Signal Analysis“;

BIOSTEC2011 – International Joint Conference on Biomedical Engineeting

Systems and Tecnhonolgies, Roma, 26-29 January.

Santos et al (2010); R. Santos, J. Henriques, J. Bernardino; “The HTP Tool: A

System for Monitorization, Detection and Prediction of Hypotensive Episodes

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in Critical Care“; CinC 2010- Conference Computers in Cardiology 2010,

Belfast., Irland, 26-29 September.

Rocha et al (2010); T. Rocha, S. Paredes, P. Carvalho, J. Henriques; “A Wavelet

Scheme for Reconstruction of Missing Sections in Time Series Signals“; CinC

2010- Conference Computers in Cardiology 2010, Belfast., Irland, 26-29

September.

Carvalho and Henriques (2010); P. Carvalho, J. Henriques; “MyHeart and

HeartCycle: European eHealth research for prevention, compliance and

effectiveness in HF and CAD management“; Congresso Portugues Cardiologia,

Lisboa, Portugal, April, 9-12.

Brito et al (2010); M. Brito, L. Vale, P. Carvalho, J. Henriques; “A Sensor

Middleware for Integration of off-the-shelf Medical Devices“; EMBS-2010,

32th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, Buenos Aires, Argentina, August 31 - September 4.

Carvalho et al (2010); P. Carvalho, R. Paiva, R. Couceiro, J. Henriques, M.

Antunes, I. Quintal, J. Muehlsteff, X. Aubert; “Comparison of Systolic Time

Interval Measurement Modalities for Portable Devices“; EMBS-2010, 32th

Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, Buenos Aires, Argentina, August 31 - September 4.

Paredes et al (2010); S. Paredes, T. Rocha, P. de Carvalho, J. Henriques, M.

Harris, J.Morais; “Cardiovascular Risk and Status Assessment“; EMBS-2010,

32th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, Buenos Aires, Argentina, August 31 - September 4.

Rocha et al (2010); T. Rocha, S. Paredes, P. Carvalho, J. Henriques, M. Harris;

“Wavelet based Time Series Forecast with Application to Acute Hypotensive

Episodes Prediction“; EMBS-2010, 32th Annual International Conference of

the IEEE Engineering in Medicine and Biology Society, Buenos Aires,

Argentina, August 31 - September 4.

Kumar et al (2010); D. Kumar, P. Carvalho, M. Antunes, R. P. Paiva, J.

Henriques; “Murmur Classification with Feature Selection“; EMBS-2010, 32th

Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, Buenos Aires, Argentina, August 31 - September 4.

Henriques et al (2010); J. Henriques; “Cardiovascular Risk and Status

Assessment“; III Jornadas sobre Tecnologia e Saúde Guarda, Portugal, April,

30.

Vale et al (2010); L. Vale, M. Brito, J. Henriques, P. Carvalho, A. Pena, F.

Santiago; “LifeStream: Real-Time Bio-Signal Monitoring System“; 4th

International Conference on Bioinformatics and Biomedical Engineering

(iCBBE), Chengdu, China, 18-20 June.

Santos et al (2010); R. Santos, J. Bernardino, J. Henriques; “A 24/7

monitorization tool for avoiding hypotensive episodes in critical care“; IDEAS

'10 Proceedings of the Fourteenth International Database Engineering &

Applications Symposium, Montreal, QC, CANADA 16-18 August.

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Curriculum Vitæ |

Kumar et al (2010); D. Kumar, P. Carvalho, R. Couceiro, M. Antunes, R. P.

Paiva, J. Henriques; “Heart Murmur Classification using Complexity

Signatures“; ICPR2010-International Conference on Pattern Recognition,

Istanbul, Turkey, 23-26 August.

Kumar et al (2009); D. Kumar, A. Sá e Melo, J. Henriques, J. Habetha, M.

Antunes, P. Carvalho; “Discrimination of Heart Sounds Using Chaos Analysis

in Various Subbands“; BIOSIGNALS 2009 - Proceedings of the International

Conference on Bio-inspired Systems and Signal Processing, Porto, Portugal,

14-17 January.

Henriques and Rochal (2009); J. Henriques, T. Rocha; “Prediction of acute

hypotensive episodes using neural network multi-models“; CinC 2009 -

Conference Computers in Cardiology 2009, Park City, USA, 13-16 September.

Paiva et al (2009); R. Paiva, P. Carvalho, A. Xavier, M. Jens, J. Henriques, A.

Manuel; “Assessing PEP and LVET from Heart Sounds: Algorithms and

Evaluation (I)“; EMBS 2009, 31th Annual International Conference of the

IEEE Engineering in Medicine and Biology Society, Minneapolis, USA, 2-6

September.

Kumar et al (2009); D. Kumar, P. Carvalho, J. Henriques, A. Manuel; “Noise

Detection During Heart Sound Recording (I)“; EMBS 2009, 31th Annual

International Conference of the IEEE Engineering in Medicine and Biology

Society, Minneapolis, USA, 2-6 September.

Carvalho et al (2009); P. Carvalho, A. Xavier, M. Jens, J. Henriques, A. Manuel;

“Assessing Systolic Time-Intervals from Heart Sound: A Feasibility Study

(I)“; EMBS 2009, 31th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society, Minneapolis, USA, 2-6

September.

Rocha et al (2009); T. Rocha, S. Paredes, P. Carvalho, J. Henriques, M. Harris,

J. Morais, M. Antunes; “Ischemia Detection in the Context of a

Cardiovascular Status Assessment Tool“; EMBS 2009, 31th Annual

Int.Conference of the IEEE Eng. Medicine and Biology Society, Minneapolis,

USA, 2-6 September.

Paredes et al (2009); S. Paredes, T. Rocha, P. Carvalho, J. Henriques, M. Harris,

J. Morais, M. Antunes; “Long Term Cardiovascular Risk Models’

Combination : A new approach“; EMBS 2009, 31th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society,

Minneapolis, USA, 2-6 September.

Paredes et al (2008); S. Paredes, T. Rocha, P. Carvalho, J. Henriques; “Atrial

fibrillation analysis through a sparse decomposition technique“; BMEI 2008-

International Conference on BioMedical Engineering and Informatics, Sanya,

China, May 27-30.

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Henriques et al (2008); J. Henriques, P. Carvalho, M. Harris, M. Antunes, R.

Couceiro, M. Brito, R. Schmidt; “Assessment of Arrhythmias for Heart

Failure Management“; phealth 2008 - International Workshop on Wearable

Micro and Nanosystems for Personalised Health, Valencia, Spain, May, 21-23.

Ribeiro et al (2008); B. Ribeiro, J. Henriques, A. Marques, M. Antunes;

“Manifold Learning for Premature Ventricular Contraction Detection“; CinC

2008 - 35th Conference Computers in Cardiology 2008, Bologna, Italy,

September 14 - 17.

Couceiro et al (2008); R. Couceiro, P. Carvalho, J. Henriques, M. Antunes; “On

the Detection of Premature Ventricular Contractions “; EMBS 2008, 30th

Annual International Conference of the IEEE Engineering in Medicine and

Biology Society, Vancouver, Canada, August 20-24.

Kumar et al (2008); D. Kumar, P. Carvalho, M. Antunes, J. Henriques; “Wavelet

decomposition and reconstructed phase space features based Heart murmur

segmentation“; EMBS 2008, 30th Annual International Conference of the

IEEE Engineering in Medicine and Biology Society, Vancouver, Canada,

August 20-24.

Kumar et al (2008); D. Kumar, P. Carvalho, M. Antunes, J. Henriques; “Heart

murmur recognition and segmentation by complexity signatures“; EMBS 2008,

30th Annual International Conference of the IEEE Engineering in Medicine

and Biology Society, Vancouver, Canada, August 20-24.

Rocha et al (2008); T. Rocha, S. Paredes, P. Carvalho, J. Henriques, M. Antunes;

“Phase Space Reconstruction Approach for Ventricular Arrhythmias

Characterization“; EMBS 2008, 30th Annual International Conference of the

IEEE Engineering in Medicine and Biology Society, Vancouver, Canada,

August 20-24.

Couceiro et al (2008); R. Couceiro, P. Carvalho, J. Henriques, M. Antunes;

“Detection of Atrial Fibrillation Using Model-based ECG Analysis“; ICPR

2008 International Conference on Pattern Recognition 2008 Tampa, USA,

August 20-24.

Brito et al (2007); M. Brito, J. Henriques, P. Carvalho, B. Ribeiro, M. Antunes;

“ECG Compression through segment matching and progressive error

encoding“; EMBS 2007, 29th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society, Lyon, France, August 23-26.

Kumar et al (2007); D. Kumar, P. Carvalho, M. Antunes, J. Henriques, A. Sa e

Melo, R. Schmidt, J. Habetha; “Third Heart Sound Detection Using Wavelet

Transform–Simplicity Filter“; EMBS 2007, 29th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society, Lyon,

France, August 23-26.

Henriques et al (2007); J. Henriques, P. Carvalho, P. Gil, A. Marques, T. Rocha,

B. Ribeiro, M. Antunes, R. schmidt, J. Habetha; “Ventricular Arrhythmias

Assessment“; EMBS 2007, 29th Annual International Conference of the IEEE

Engineering in Medicine and Biology Society, Lyon, France, August 23-26.

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Curriculum Vitæ |

Ribeiro et al (2007); B. Ribeiro, J. Henriques, A. Marques, M. Antunes;

“Premature Ventricular Beat Detection by Using Spectral Clustering

Methods“; CINC 2007 - 34th Conference Computers in Cardiology 2007, pp

149-152, Durham, USA, September 20 - October 3.

Brito et al (2007); M. Brito, J. Henriques, P. Carvalho, B. Ribeiro, M. Antunes;

“An ECG compression approach based on a segment dictionary and Bezier

approximations“; EUSIPCO 2007, 15th European Signal Processing

Conference, Poznan, Poland, September 3-7.

Kumar et al (2007); D. Kumar, P. Carvalho, M. Antunes, J. Henriques; “Near

Real Time Noise Detection During Heart Sound Acquisition“; EUSIPCO 2007,

15th European Signal Processing Conference, Poznan, Poland, September 3-7.

Dourado et al (2007); A. Dourado, P. Barbeiro, E. Ferreira, J. Henriques, J.

Santos, D. Nogueira; “Industrial Process Monitoring by Synthetic View“; ECC

07 - Proc. of the European Control Conference, pp. 5538-5543, Kos, Grece,

July 2-5.

Henriques et al (2006); J. Henriques, M. Brito, P. Gil, P. Carvalho; “Searching

for Similarities in Nearly Periodic Signals With Application to ECG Data

Compression“; ICPR 2006 - International Conference on Pattern Recognition

2006, Hong Kong, China, August, 20-24.

Kumar et al (2006); D. Kumar, P. Carvalho, J. Henriques, M. Antunes, L.

Eugénio, R. Schmidt, J. Habetha; “Detection of S1 and S2 Heart Sounds by

High Frequency Signatures“; EMBS 2006 - 28th Annual International

Conference of the IEEE Engineering in Medicine and Biology Society, New

York, USA, August, 30-September, 03.

Gil et al (2006); P. Gil, J. Henriques, H. Duarte-Ramos, A. Dourado; “On State-

Space Neural Networks for System Identification Stability and Complexity“;

IEEE CIS-RAM - Conference on Cybernetics and Intelligent Systems /

Robotics, Automation and Mechatronics Bangkok, Thailand, June, 7-9.

Kumar et al (2006); D. Kumar, P. Carvalho, J. Henriques, M. Antunes, L.

Eugénio, R. Schmidt, J. Habetha; “A New Algorithm for Detection of S1 and

S2 Heart Sounds“; ICASP 2006 - IEEE International Conference on Acoustics,

Speech and Signal Processing, Toulouse, France, May, 14-19.

Ribeiro et al (2006); B. Ribeiro, A. Marques, J. Henriques, M. Antunes;

“Choosing Real-Time Predictors For Ventricular Arrhythmias Detection“;

ICONIP 2006, Proc. of the International Conference on Neural Information

Processing, Lecture Notes in Computer Science (LNCS), Springer -Verlag,

Hong-Kong, China, October, 3-6.

Ribeiro et al (2006); B. Ribeiro, M. Brito, J. Henriques, M. Antunes; “Sparse

Bayesian Simplified Models for ECG Compression“; ICNC 06 - International

Conference on Natural Computation, Proc. of the Advance in Natural

Computation and Data Mining, Xian, China, September, 24-28.

Kumar et al (2006); D. Kumar, P. Carvalho, J. Henriques, M. Antunes, L.

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Eugénio, R. Schmidt, J. Habetha; “Wavelet Transform and Simplicity based

Heart Murmur Segmentation“; CinC 06 - 33rd Conference Computers in

Cardiology Valencia, Spain, September, 17-20.

Matheus et al (2006); J. Matheus, A. Dourado, J. Henriques, J. Santos, D.

Nogueira; “Iterative Multidimensional Scaling for Industrial Process

Monitoring“; 2006 IEEE International Conference on Systems Man and

Cybernetics, Taipei, Taiwan, October.

Matheus et al (2006); J. Matheus, A. Dourado, J. Henriques, J. Santos, D.

Nogueira; “POM Space Reduction and Recursive Clustering for Monitoring of

Industrial “; Controlo06 - Portuguese Conference on Automatic Control,

Lisbon, Portugal, September, 11-13.

Gil et al (2005); P. Gil, J. Henriques, A. Dourado, H. Duarte-Ramos; “Order

Estimation in Affine State-Space Neural Networks“; IEEE Mid-Summer

Workshop on Soft Computing in Industrial Applications, Espoo, Finland,

June, 28-30.

Brito et al (2005); M. Brito, J. Henriques, P. Gil, M. Antunes; “A Predictive

Approach To Generic ECG Data Compression“; EMBS 05 - The 3rd

European Medical and Biological Engineering Conference Prague, Czech

Republic, November, 20-25.

Seixas et al (2005); N. Seixas, H. Pereira, P. Carvalho, J. Henriques, M. Antunes;

“A Low Bandwidth Solution for Telemedicine Application Event

Synchronisation using JMF“; EMBS 05 - The 3rd European Medical and

Biological Engineering Conference Prague, Czech Republic, November, 20-25.

Carvalho et al (2005); P. Carvalho, P. Gil, J. Henriques, L. Eugénio, M. Antunes;

“Low Complexity Algorithm for Heart Sound Segmentation using the

Variance Fractal Dimension“; IEEE Int. Symp. on Intelligent Signal

Processing, Faro, Portugal, September, 1-3.

Brito et al (2005); M. Brito, J. Henriques, P. Gil, M. Antunes; “A Predictive

Adaptive Approach to Generic ECG Data Compression“; IEEE Int. Symp. on

Intelligent Signal Processing, Faro, Portugal, September, 1-3.

Henriques and Carvalho (2005); J. Henriques, P. Carvalho; “Vencer as doenças

CardioVasculares: a contribuição da Engenharia“; Encontro Nacional Colégio

Informática, Coimbra, Portugal, September, 16.

Carvalho and Henriques (2005); P. Carvalho, J. Henriques; “TeleSaude, uma

ferramenta para a prevençao“; Ordem dos Engenheiros, Coimbra, Portugal,

April, 26.

Roseiro et al (2004); L. Roseiro, U. Ramos, R. Leal, J. Henriques; “Identificação

de propriedades mecânicas de materiais compósitos utilizando redes neuronais

artificiais“; Congresso Ibérico de Métodos Computacionais em Engenharia ,

Lisbon, Portugal, May 31 - June 02.

Matheus et al (2004); J. Matheus, A. Dourado, J. Henriques; “Projected

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Curriculum Vitæ |

Orientation Maps by Space Reduction for Intelligent Monitoring of Industrial

Processes“; IFAC-IEEE- Conference On Management And Control of

Production S. Tiago, Chile, November, 3-5.

Cardoso et al (2004); A. Cardoso, P.Gil, J. Henriques, P. Carvalho, H. Duarte-

Ramos, A. Dourado; “Experiments with a Fault Tolerant Adaptive Controller

on a Solar Power Plant “; CONTROLO2004-Portuguese Conference on

Automatic Control, Faro, Portugal, June, 7-9.

Gil et al (2004); P. Gil, J. Henriques, H. Duarte-Ramos, A. Dourado; “Stability

Analysis for a Class of Affine State-Space Neural Networks“; 12th

Mediterranean Conference on Control and Automation, Kusadasi, Turkey,

June.

Roseiro et al (2003); L. Roseiro, J. Henriques, R. Leal; “Aplicação de uma

Técnica Meta Heurística na Optimização de Compósitos Laminados“; 3ª

Jornadas Politécnicas de Engenharia, Coimbra, Portugal, November, 19-20.

Henriques et al (2003); J. Henriques, L. Roseiro, R. Leal; “Optimization of

Composite Laminated Plates by Means of a Meta Heuristic Algorithm“;

ICCES03 - International Conference on Computational & Experimental

Engineering & Sciences, Corfu, Greece, July, 24-29.

Cardoso et al (2003); A. Cardoso, P.Gil, J. Henriques, P. Carvalho, H. Duarte-

Ramos, A. Dourado; “A Robust Fault Tolerance Control Framework:

Application to a Solar Power Plant“; IASTED Intelligent Systems and

Control, Salzburg, Austria, June, 25-27.

Gil et al (2003); P. Gil, J. Henriques, P. Carvalho, H. Duarte-Ramos, A.

Dourado; “Adaptive Neural Model-Based Predictive Control with Steady

State Offset Compensation for a Distributed Solar Collector Filed“; IEEE Int.

Conference on Neural Netwokrs & Signal Processing, Nanjing, China, May,

30-June, 3.

Gil et al (2003); P. Gil, A.Cardoso, J. Henriques, P. Carvalho, H. Duarte-Ramos,

A. Dourado; “Experiments with an Adaptive Neural Model-Based Predictive

Controller Applied to Distributed Solar Collector Field: Performance and fault

Tolerance Assessment“; HP Workshop of PSA Users, Almeria, Spain,

January.

Roseiro et al (2003); L. Roseiro, U. Ramos, J. Henriques, R. Leal; “Damage

Detection of Laminated Composite Plates Using Distributed Piezoelectric and

Neural Networks“; AMAS/ECCOMAS/STC Workshop on mart Materials and

Structures - SMART'03 Varsovia, Poland, September, 2-5.

Gil et al (2002); P. Gil, J. Henriques, P. Carvalho, H. Duarte-Ramos, A.

Dourado; “Constrained Adaptive Nonlinear Neural Model Based Predictive

Control of a Distributed Solar Collector Field“; Second IHP Workshop of PSA

Users, Almeria, Spain, February, 25-26.

Dourado and Henriques (2002); A. Dourado, J. Henriques; “The Introduction of

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Neural And Fuzzy Systems In University Curricula of Systems and Control“;

Neuro-Fuzzy First International ICSC Conference on Neuro-Fuzzy

Technologies, Havana, Cuba, January, 16-19.

Henriques et al (2002); J. Henriques, P. Gil, A. Dourado; “Neural Output

Regulation For a Solar Power Plant“; Second IHP Workshop of PSA Users,

Almeria, Spain, February, 25-26.

Henriques et al (2002); J. Henriques, P. Gil, A. Cardoso, A. Dourado;

“Scheduling of PID controllers by means of a Neural Network with

Application to a Solar Power Plant“; Second IHP Workshop of PSA Users,

Almeria, Spain, February, 25-26.

Henriques et al (2002); J. Henriques, P. Gil, A. Cardoso, A. Douraado;

“Scheduling of PID controllers by means of a Neural Network With

Application to a Solar Power Plant“; IJCNN, International Join Conference

on Neural Networks, Honolulu, USA, May, 12-17.

Gil et al (2002); P. Gil, J. Henriques, P. Carvalho, H. Duarte-Ramos, A.

Dourado; “Adaptive Neural Model Based Predictive Control of A Solar Power

Plant“; IJCNN, International Join Conference on Neural Networks, Honolulu,

USA, May, 12-17.

Henriques et al (2002); J. Henriques, P. Gil, A. Dourado, H. Duarte-Ramos;

“Non-linear Multivariable Predictive Control: Neural versus First Principle

Modelling Approach“; IASTED Control and Applications, Cancun, Mexico,

May, 19-122.

Roseiro et al (2002); L. Roseiro, J. Henriques, R. Leal; “Utilização das Redes

Neuronais na Detecção e Quantificação do Dano“; Métodos Numéricos en

Ingenieria V, Madrid, Spain, June, 3-6.

Cunha et al (2002); J. Cunha, A. Dourado, J. Henriques, M. Rela, J. Silva;

“Reset Driven Fault Tolerance“; Dependable Computing EDCC-4, 4th

European Dependable Computing Conference, Toulouse, France, October, 23-

25.

Dourado et al (2002); A. Dourado, J. Henriques, P. Carvalho; “Fuzzy and neuro-

fuzzy techniques for data mining and knowledge“; EUNITE Workshop on

Intelligent Systems in Medical Diagnosis and Therapy, Coventry, UK,

October, 25.

Gil et al (2002); P. Gil, J. Henriques, H. Duarte-Ramos, A. Dourado; “Unscented

Kalman Filter in Adaptive Neural Model-Based Predictive Control“;

MED2002 - Mediterranean Conference on Control and Automation, Lisbon,

Portugal, July, 9-12.

Roseiro et al (2002); L. Roseiro, J. Henriques, R. Leal; “Redes Neuronais na

Detecção e Quantificação do Dano em Placas Laminadas“; 2ª Jornadas

Politécnicas de Engenharia, Setúbal, Portugal, November, 13-14.

Gil et al (2002); P. Gil, J. Henriques, A. Cardoso, A. Dourado; “Neural Network

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Curriculum Vitæ |

in Scheduling Linear Controller With Application to a Solar Power Plant“;

IASTED Control and Applications, Cancun, Mexico, May, 19-22.

Henriques et al (2002); J. Henriques, P. Gil, A. Dourado; “Neural Output

Regulation for a Solar Power Plant“; 15th IFAC World Congress, Barcelona,

Spain, July, 21-26 .

José et al (2001); M. José, J. Henriques, A. Dourado; “Increasing the

Performance of The Fuzzy Controller With An Adaptive Similarity Factor“;

Soft Computing and Intelligent Systems for Industry, Paisley, Scotland, 26-29

.

Palma et al (2001); L. Palma, P. Gil, J. Henriques, A. Dourado, H. Duarte-

Ramos; “Application of an Extended Kalman Filter for online Identification

with Recurrent Neural Networks“; 7ª Jornadas Hispano Lusas de Ingenieria

Eléctrica, Madrid, Spain, July, 4-6.

Henriques et al (2001); J. Henriques, M. José, A. Dourado; “A Simple Supervisor

for the Adaptation of the Similarity Factor in a Fuzzy Controller“; IFAC

Workshop on Automatic Systems for Building Infrastructures in Developing

Countries, Skopje, Republic of Macedonia, May, 21-23.

Dourado and Henriques (2001); A. Dourado, J. Henriques; “On the Present

Challenges to Design Systems and Control Curricula“; IFAC Workshop on

Automatic Systems for Building Infrastructures in Developing Countries,

Skopje, Republic of Macedonia, May, 21-23.

Henriques and Dourado (2001); J. Henriques, A. Dourado; “Combining a

recurrent neural network and the Output regulation theory for nonlinear

adaptive control“; IASTED International Conference on Intelligent Systems

and Control, Tampa, USA, November, 19-22 .

Gil et al (2001); P. Gil, J. Henriques, H. Duarte-Ramos, A. Dourado; “State

Space Neural Networks and the Unscented Kalman Filter in Online Nonlinear

System Identification“; IASTED International Conference on Intelligent

Systems and Control, Tampa, USA, November, 19-22 .

Henriques et al (2001); J. Henriques, P. Gi, A. Dourado; “State Space Neural

Networks in Nonlinear Adaptive System Identification and Control“; IFAC

Workshop on Advanced Fuzzy/Neural Control 2001, Valencia, Spain,

October, 15-16.

Gil et al (2001); P. Gil, J. Henriques, A. Dourado; “Recurrent Neural Networks

and Feedback Linearization for a Solar Power Plant Control“; EUNIT01 -

European Symposium on Intelligent Technologies, Hybrid Systems and their

implementation on Smart Adaptive Systems, Tenerife, December, 13-14 .

Henriques et al (2000); J. Henriques, B. Castillo, A. Titli, P. Gil, A. Dourado;

“Learning and Output Regulation with Recurrent Neural Networks“;

CONTROLO2000 - 4th Portuguese Conference on Automatic Control,

Guimarães, Portugal, October, 4-6.

Gil et al (2000); P. Gil, J. Henriques, A. Dourado, H. Ramos; “Extended Neural

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Model Predictive Control of Nonlinear Systems“; IASTED International

Conference on Artificial Intelligence and Soft Computing, Alberta, Canada,

July.

Henriques et al (2000); J. Henriques, B. Castillo, A. Titli, P. Gil, A. Dourado; “A

Recurrent Neural approach for the nonlinear discrete time output regulation“;

IECON2000 - IEEE International Conference on Industrial Electronics,

Control and Instrumentation, Nagoya, Japan, October, 24-27.

Gil et al (2000); P. Gil, J. Henriques, A. Dourado, H. Duarte-Ramos;

“Constrained Neural Model Predictive Control With Guaranteed Free Offset“;

IECON2000 - IEEE International Conference on Industrial Electronics,

Control and Instrumentation, Nagoya, Japan, October, 24-27.

Henriques et al (2000); J. Henriques, B. Castillo-Toledo, A. Titli, P. Gil, A.

Dourado; “A recurrent neuronal approach for the nonlinear discrete time

output regulation“; Rapport LAAS n°2000138, Toulouse, France, March.

Gil et al (1999); P. Gil, J. Henriques, A. Dourado, H. Ramos; “Nonlinear

Predictive Control Based On A Recurrent Neural Network“; ESIT99 -

European Symposium on Intelligent Techniques, Crete, Grece, June, 3-4.

Henriques et al (1999); J. Henriques, P. Gil, A. Dourado, H. Ramos; “Application

of A Recurrent Neural Network In Online Modelling Of RealTime Systems“;

ESIT99 - European Symposium on Intelligent Techniques, Crete, Grece, June,

3-4.

Cardoso et al (1999); A. Cardoso, J. Henriques, A. Dourado; “Fuzzy Supervision

And Feedforward Control of a Solar Powerplant Using Accessible

Disturbances“; ECC99 - 5rd European Control Conference, Karlsruhe,

Germany, August, 31-September, 03 .

Dourado et al (1999); A. Dourado, A. Cardoso, P. Gil, J. Henriques, R. Paiva, C.

Pereira, A. Santos, J. Victor; “Intelligent Control and Supervision at Centro

de Informática e Sistemas da Universidade de Coimbra“; XX Jornadas de

Automática Salamanca, Salamanca, Spain, 27-29 September.

Henriques and Dourado (1999); J. Henriques, A. Dourado; “A Hybrid Neural

Decoupling Pole Placement Controller And Its Application“; ECC99 - 5rd

European Control Conference, Karlsruhe, Germany, August, 31-September,

03.

Henriques and Dourado (1998); J. Henriques, A. Dourado; “A multivariable

adaptive control using a recurrent neural network“; EANN98 - Engineering

Applications of Neural Networks, pp 118-121, Gibraltar, UK, June, 9-12.

Henriques et al (1998); J. Henriques, J. Vitor, C. Pereira, A. Dourado;

“Experimental Online Learning For a Benchmark Process“; CONTROLO98,

3rd Portuguese Conference Automatic Control, pp 193-198, Coimbra,

Portugal, September, 9-11.

Henriques and Dourado (1998); J. Henriques, A. Dourado; “Adaptive Control

Using a Recurrent Neural Network Observer“; CONTROLO98, 3rd

Portuguese Conference on Automatic Control, pp 583-488, Coimbra, Portugal,

September, 9-11.

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Curriculum Vitæ |

Cardoso et al (1998); A. Cardoso, J. Henriques, A. Dourado; “Fuzzy Supervisor of

PID Controllers for the Acurex Field at PSA“; Solar Thermal Energy

ApplicationsSecond Annual Workshop, Plataforma Solar de Almeria, pp 7-12,

Almeria, Spain, November, 10-11 .

Pereira et al (1997); C. Pereira, J. Henriques, B. Ribeiro, A. Dourado; “Adaptive

RBFNN versus SelfTuning Controller: an experimental Comparative Study“;

ECC97 - 4rd European Control Conference, Brussels, Belgium, July, 1-4.

Henriques and Dourado (1997); J. Henriques, A. Dourado; “Adaptive Control (In

Portuguese)“; Technical Report, Electrical Engineering Department,

University of Coimbra, Coimbra, Portugal, September.

Pereira et al (1996); C. Pereira, J. Henriques, B. Ribeiro, A. Dourado; “RBFNN

for Real Time Process Identification and Control with Selective Forgetting“;

CONTROLO96, 2nd Portuguese Conference on Automatic Control, Porto,

Portugal, September.

Pereira et al (1996); C. Pereira, J. Henriques, B. Ribeiro, A. Dourado; “Real time

adaptive training of RBFNN using a selective forgetting algorithm“; EANN96

- Engineering Applications of Neural Networks, pp 431-435, London, UK,

June, 17-19.

Henriques and Dourado (1995); J. Henriques, A. Dourado; “Decoupling and

Directional Forgetting Factor Adaptive Control of Industrial Evaporators“;

ECC95 - 3rd European Control Conference, 1149-1154, Rome, Italy,

September, 5-8.

Henriques and Dourado (1994); J. Henriques, A. Dourado; “Adaptive Decoupling

Multivariable Control. Application to an Industrial Process (In Portuguese)“;

CONTROLO94, 1st Portuguese Conference on Automatic Control, Lisbon,

Portugal, September, 14-16.

Gonçalves et al (1994); C. Gonçalves, A. Tavares, A. Cardoso, C. Pereira, B.

Ribeiro, J. Henriques, A. Dourado; “Multimedia Application for Training And

Learning In Automatic Control (In Portuguese)“; CONTROLO94, 1st

Portuguese Conference on Automatic Control, Lisbon, Portugal, September,

14-16.

Dourado et al (1993); A. Dourado, J. Henriques, B. Ribeiro, C. Pereira, C.

Gonçalves; “Controlo avançado de processos: uma necessidade e um desafio

dos anps 90”; Tecnicelpa93, Torres Novas, October, 23.

Ribeiro et al (1992); B. Ribeiro, J. Henriques, A. Dourado, J. Amaral;

“Evaporators and Lime Kiln Computational Simulation: Support for training

and automatic control (In Portuguese)“; TECNICELPA92, Figueira da Foz,

Portugal, October, 1-3.

Henriques et al (1991); J. Henriques, A. Dourado, A. Cardoso, P. Lains, J.

Amaral; “Modelling and Decoupling Control of a Multiple Effect Evaporator

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System (In Portuguese)“; ENDIEL91, Lisbon, Portugal, May, 29-June, 02.

Henriques and Dourado (1990); J. Henriques, A. Dourado; “Modelling and

Adaptive Control a Multiple Effect Evaporator Process“; Technical Report,

Electrical Engineering Department, University of Coimbra, Coimbra,

Portugal, July.

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Curriculum Vitæ |

2015 55

2014 108

2013 89

2012 73

2011 80

2010 44

2009 50

2008 43

2007 38

2006 28

2005 15

< 2004 14

These numbers were based on Google Scholar (13 July 2015).

* The total number of citations (637) is different from those obtained in Google

scholar (813). This difference is justified by the self-citations (considered in Google

scholar).

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▪ Workshop - 3rd International Workshop on the Integration of Innovative

Sensing, Micro and Nano-systems, Textile, Information and Communication

Technologies for Personalized Health, Luzern, Switzerland, 30 January-02

February, 2006.

▪ IST 2004 Event: Participate in your future, The Hague, Netherlands, 15-17

November, 2004.

▪ EUNITE - European Symposium on Intelligent Technologies, Hybrid

Systems and their Implementation on Smart Adaptive Systems, Albufeira,

Portugal, 19-21 September, 2002.

▪ EUNITE - Workshop on Intelligent Systems in Medical Diagnosis and

Therapy Coventry, UK, October, 25, 2002.

▪ Short-term course: “Automated Multivariable System Identification”,

Karlsruhe, Germany August, 30-31, 1999.

▪ Short-term course: “International Summer School on Fuzzy Logic Control:

Advances in Applications”, Delft, Holland, April, 20-24, 1999.

▪ Workshop - Solar Thermal Energy Applications - Plataforma Solar de

Almeria workshop, Almeria, Spain, November, 10-11, 1999.

▪ Short-term course: “International Summer School on Fuzzy Logic Control:

Advances in Methodology”, Ferrara, Italy, June, 16-20, 1998.

▪ ESF - European Science Foundation, “ESF Programme on Control of

Complex Systems (COSY) Workshop”, realizado em Coimbra, Portugal, de

27 a 30 de Novembro de 1997.

▪ ESF - European Science Foundation, “ESF Programme on Control of

Complex Systems (COSY) Workshop”, Valencia, Spain, de 10 - 13 de

Outctober 1996.

▪ ESF - European Science Foundation, “ESF Programme on Control of

Complex Sustems (COSY) Workshop”, Rome, Italy, 6 - 7 September 1995.

▪ Short-term course: NATO (Nato Advanced Study Institute) “From

Identification to Learning”, Centro di Cultura Scientifica Alessandro Volta,

Como-Italy, two weeks - 22 August - 2 September 1994.

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: Assistant professor at the Department of Informatics

Engineering, Faculty of Science and Technology, University of Coimbra.

He is a tenured Professor since September 2005.

Research assistant at Department of

Informatics Engineering, UC.

Research assistant at Department of

Electrical Engineering, UC.

Instructor at Department of Electrical Engineering, UC.

additionally, in the context of the Bachelor,

Master and Doctoral degrees in Biomedical Engineering at Physics

Department of the University of Coimbra, he has been responsible for

several courses..

Invited professor at the Faculty of Arts and

Humanities, University of Coimbra, in the context of the Bachelor in

Tourism, leisure and patrimonial.

Invited Professor at the Polytechnic Institute of Leiria,

responsible for the courses in the Digital Control area in the context of the

CESE Automation and Robotics.

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During this period he taught a total of approximately 30 courses in various fields of

Computer Science, in particular in the areas of Clinical Informatics, Adaptive

Computation, Supervision and Decision, Analysis and processing of signals, systems

theory, Intelligent Control, Computer Graphics, Programming and Algorithms.

1. PhD program in Science and Technology of Information

2. PhD program in Biomedical Engineering

3. Master in Informatics Engineering

4. Master in Electrical Engineering

5. Master in Biomedical Engineering

6. Bachelor in Informatics Engineering

7. Bachelor in Electrical Engineering

8. Bachelor in Biomedical Engineering

9. Bachelor in Multimedia and Design

10. Bachelor in Tourism, Leisure and Patrimonial

11. Bachelor in Materials Engineering

▪ 1. Bio-signal analysis and processing

▪ 2. Connectivity and pattern recognition

▪ 3. On-line learning in intelligent systems

▪ 4. Computational Intelligence in Medicine

▪ 5. Algorithms for the analysis and diagnosis in pHealth

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Curriculum Vitæ |

Post-Bologna

▪ 6. Medical Informatics

▪ 7. Adaptive Computation

Pre-Bologna

▪ 8. Neural networks

▪ 9. Neuro-fuzzy systems and Intelligent control

▪ 10. Seminary I

▪ 11. Seminary II

▪ 12. Adaptive ad intelligent control

▪ 13. Digital Control I

▪ 14. Digital Control II

▪ 15. System theory and control

▪ 16. Identification of systems and adaptive control

▪ 17. Clinical Informatics and Tele-health systems

▪ 18. Neuronal computation and fuzzy systems

Post-Bologna

▪ 19. Computer graphics

Pre-Bologna

▪ 20. Data structure and algorithms

▪ 21. Programming and algorithms I

▪ 22. Programming and algorithms II

▪ 23. System theory

▪ 24. Digital systems

▪ 25. Signal and systems

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▪ 26. Programming engineering and algorithms

▪ 27. Data structure and algorithms

▪ 28. Control method for industrial systems

▪ 29. System theory

▪ 30. Applied Informatics

▪ 31. Physiological processes and human models

Integrated in his teaching activities he has continuously developed efforts for the

creation of new competences, namely in the Clinical Informatics area. Furthermore,

he has participated in the definition of the curriculum of several courses, at

doctoral, master and bachelor levels. In particular:

▪ He has been involved in the creation of new educational areas, namely in

Biomedical Engineering. In this context he was one of the proponents of the

specialization “Clinic Informatics and Bioinformatics” as a branch of the

Master in Biomedical Engineering at the University of Coimbra.

▪ He participated in the adaptation of the bachelor and the master degrees in

Informatics Engineering to the Bologna context (2005/06). In this context he

was co-responsible for the definition of three courses: Computer Graphics

(Bachelor); Medical Informatics (Master), Bio-signals Analysis and

Processing (doctoral).

▪ He participated in the creation of the degrees in Communication and

Multimedia and in the degree in Design and Multimedia.

▪ He participated in the definition and in the reviewing of the curriculum of

several courses, at doctoral, master and bachelor levels.

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Additionally to his teaching activities, he has been actively involved in several

management tasks inside the Informatics Engineering Department. In particular:

▪ March 2007 - January 2012:

at the Informatics Engineering Department, University of

Coimbra. In this context, he was responsible for numerous activities, namely

the organization and elaboration of the dossier for the Agency for

Assessment and Accreditation of Higher Education (A3ES) / Foundation of

Portuguese Universities (FUP) February 2010; elaboration of the dossier

required for restructuring the Informatics Engineering degree, as well as the

corresponding adjustment of the several courses 2011-2012.

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▪ 2005-2007: at

the Informatics Engineering Department, University of Coimbra. In this

context he was responsible for organizing the entire process of applications

and ranking of candidates, as well as the organization of curriculum and

planning of the course lectures.

▪ He is an of the Informatics

Engineering Department, University of Coimbra since 2001. In this context

he has performed different tasks and participated in numerous committees.

His participation in the Committee responsible for the Reorganization of the

Master in Informatics Engineering should be highlighted (March 2010 - June

2011).

▪ He is - Center for

Informatics and Systems of the University of Coimbra.

▪ (from 2002-2003 to 2005-2006)

he was the responsible for the process at local level (Informatics

Engineering), as well as in the regulation process with other departments

and faculties belonging to the University.

▪ October 2011 to September 2013:

. Among other responsibilities, he was the main

responsible for the Facilities and Human Resources.

▪ February 1995 to June 1997:

. He integrated the committee responsible for the

transition process and installation of the new Informatics Engineering

Department from the old campus (Polo I) to the new campus (polo II). In

particular, he was responsible for the Facilities and Computational Resources

(building, spaces, informatics equipment, etc.)

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Curriculum Vitæ |

In addition to his activities inside the University, he has been involved in several

engineering tasks. These include:

▪ January 2007 to December 2012: He has elected for two consecutive terms as

. Among others, he has been the national responsible for the

organization of the exams necessary to the access of new members.

▪ September 2001 - March 2005:

, Institute Pedro Nunes, Coimbra. During this

period he was responsible for the global coordination of the laboratory

together with his colleague, Prof. Amilcar Cardoso. Among others he was the

main responsible for the Financial and Human Resource Management

(informatics equipment, human resources and spaces). In addition, he was

responsible for the management of several projects in course in the

Laboratory and he was co-responsible for the development and

implementation of the Laboratory Quality System, according to the norm

ISO 9001.

▪ – (National Agency for the Innovation). In this

context he has participated in the evaluation of several projects, in particular

in the Clinical Informatics and eHealth area.

▪ He has provided to various companies and national

institutions in the clinical informatics and eHealth area (Philips Medical

Division, Cormedica, Bsimple, Intellicare, etc).

▪ In addition, with regard to knowledge transfer and collaboration with the

business entities, the

should be highlighted. In effect, this is a usual practice which

significantly contributes to the knowledge transfer from the university to the

real industry.

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