The International Conference on Data Science, E-learning and Information Systems 2018

DATA’2018

Technically Sponsored by ICPS – ACM & IARES

Financially Sponsored by UDIMA Universidad a Distancia de Madrid, Spain & IARES,

Canada October 01-02, 2018

Ayre Gran Hotel Colón Madrid, Spain

http://iares.net/Conference/data2018

First Day, Monday – 1st October, 2018 Registration Registration Lobby Area 08:30 – 09:00 Opening Ceremony [América] 09:00 – 09:30 Opening Reception and Coffee Break [Coffee Break Area] 10:00 - 10:30 Keynote Speech One: Dr. Bebo White [América] 10:30 - 11:15 Keynote Speech Two: Dr. Dave West [América] 11:15 - 12:00 Parallel Sessions (S1) [América] 12:00 – 01:30 Parallel Sessions (S2) [Habana] 12:00 – 01:30 Lunch Break [Hotel Restaurant] 01:30 – 02:30 Gala Dinner 08:00 - 09:00

Second Day, Tuesday – 2nd October, 2018 Registration Registration Lobby Area 08:30 – 09:00 Parallel Sessions (S3) [Santo Domingo] 09:00 – 11:00 Parallel Sessions (S4) [Habana] 09:00 – 11:00 Coffee Break [Coffee Break Area] 11:00 - 11:30 Parallel Sessions (S5) – Special Session [América] 11:30 – 02:30 Lunch [Hotel Restaurant] 02:30 - 03:30

Conference End

Session 1: Internet of Things (IoT), Big Data and Cloud Computing, [América], Monday – 1st, October, 2018, 12:00 – 01:30,

Session Chair: Dr. Juan Alfonso Lara 1 Wail Mardini, Muneer

Bani Yassein, Mohammad Alrashdan, Abdalraheem Alsmadi and Ahmad Bani Amer

Application-based Power Saving Approach For IoT CoAP Protocol

2 Amel Ben Lazreg, Dhafer Ben Arbia, Ben Arbia Anis and Habib Youssef

A Novel Cloudlet-based Communication Framework for Resource-Constrained Devices

3 Eyad Ayoubi Challenges and Opportunities of Adopting Business intelligence in SMEs: Collaborative Model

4 Taoxin Peng and Alexander Telle

A Tool for Generating Synthetic Data

5 Hussien Alhadithy, Bassam Al-Shargabi and Mohammed Alfayoumi

Fuzzy Rule Based Web Service Composition in Cloud

6 Naoual El Aboudi and Laila Benhlima

Towards parallel Migrating birds optimization for feature subset problem

7 Mama Nsangou Mouchili and Shadi Aljawarneh

Smart City Data Analysis

8 Baraa Muslmani, Saif Kazakzeh, Eyad Ayoubi and Shadi Jawarneh

Reducing Integration Complexity of Cloud-Based ERP Systems

9 Abdelhamid Atassi, Ikram El Azami and Sadiq Abdelalim

New GRU from Convolutional Neural Network and Gated Recurrent Unit

10 Arunkumar Bagavathi, Varun Rao and Angelina Tzacheva

Data Distribution Method for Scalable Actionable Pattern Mining

Session 2: Data Mining & Evolutionary Systems

[Habana] Monday – 1st, October, 2018, 12:00 – 01:30, Session Chair: Dr. Bilal Hawashin

1 Muhammed N. Sefer, Serkan Özbay and Rawan A. Al-Rashid Agha

Comparison of Neural Network and Hausdorff Distance Methods in American, British and Turkish Sign Languages Recognition

2 Tareq Mohammed, Abdulbasit Alazzawi, Osaman Ucanand Oguz Bayat

Neural Network Behavior Analysis Based on Transfer Functions MLP & RB in Face Recognition

3 Seongchul Park, Sanghyun Seo, Changhoon Jeong and Juntae Kim

Network Intrusion Detection through Online Transformation of Eigenvector Reflecting Concept Drift

4 Bilal Hawashin, Ayman Mansour, Tarek Kanan and Farshad Fotouhi

An Efficient Cold Start Solution Based on Group Interests for Recommender Systems

5 Shadi Aljawarneh and Vangipuram Radhakrishna

MANTRA - A NOVEL IMPUTATION MEASURE FOR DISEASE CLASSIFICATION AND PREDICTION

6 Shadi Aljawarneh and Vangipuram Radhakrishna

ULTIMATE – A NOVEL TREE APPROACH TO UNEARTH TIME PROFILED TEMPORAL ASSOCIATIONS

7 Vangipuram Radhakrishna, Shadi Aljawarneh and Aravind Cheruvu

KAALAVRKSHA - EXTENDING VRKSHA FOR TIME PROFILED TEMPORAL ASSOCIATION MINING

8 Hayder Safi, Osman Ucan and Oguz Bayat

On the Real World Applications of Many-Objective Evolutionary Algorithms

9 Mohsen Maraoui and Mounir Zrigui

Semantic indexing improvement for textual documents: contribution of classification by fuzzy association rules

10 Arun N A Membership Function for Intrusion and Anomaly Detection of Low Frequency Attacks

11 Arun N PAREEKSHA - A Machine Learning Approach For Intrusion and Anomaly Detection

12 Vinaykumar K A Computational Efficient Approach For Dimensionality Reduction and Classification of Text Documents

Session 3: Software Engineering & Systems Engineering, [Santo Domingo], Tuesday – 2nd, October, 2018, 09:00 – 11:00

Session Chair: Dr. Daniela Tsaneva 1 Farah Dhib, Mohsen

Machhout and Elmehdi Tatar

Hardware Implementation of a Fingerprint Recognition Algorithm On FPGA Cyclone II

2 Husam Alsaadi, Maad Kamal Al-Anni and Rafah M. Almuttairi

Text Steganography in Font color of MS Excel Sheet

3 Sohil Alshareef, Abdelsalam Maatuk and Tawfig Abdelaziz

Aspect-Oriented Requirements Engineering: Approaches and Techniques

4 Maryse Oliveira and José Luís Oliveira

Smartphone as Data Collector in Health Monitoring

5 Vitor Pereira, Sérgio Matos and José Luis Oliveira

Automated ICD-9-CM medical coding of diabetic patient’s clinical reports

6 Pedro Matos and Sérgio Matos

Recognition of genetic mutations in text using Deep Learning

7 Rawan Al-Rashid, Muhammed N. Sefer and Polla Fattah

A comprehensive Study on Sign Languages Recognition Systems using (SVM, KNN, CNN and ANN)

8 Daniela Tsaneva and Jianhua Shao

Assisting Investors with Collective Intelligence

9 Abdulbasit Alazzawi, Osman Nuri Ucan and Oğuz Bayat

Robust Face Recognition Algorithm Based on Linear Operators Discrete Wavelet Transformation and Simple Linear Regression

10 Dragana Krstić, Mihajlo Stefanovic, Muneer Bani Yaseen, and Petar Nikolic

Statistics of the Product of Three Rician Random Processes with Application

11 Juan Luis Rubio and Roberto Camazón

A literature review about sequencing ITIL processes

Session 4: E-learning, [Habana], Tuesday – 2nd, October, 2018, 09:00 – 11:00,

Session Chair: Dr. Poonsri Vate-U-Lan 1 Dr. Poonsri Vate-U-Lan and

Asst. Prof. Dr. Panicos Masouras

Thriving Social Network for Communication on eLearning: Exploring Gender Differences in Attitudes

2 David Monllaó Olivé, Du Q. Huynh, Mark Reynolds, Martin Dougiamas and Damyon Wiese

A Supervised Learning framework for Learning Management Systems

3 Sung J. Shim and Minsuk K. Shim

How User Perceptions of SAP ERP System Change with System Experience

4 Farah Faris Al-Monthry Al-Monthry, Bassam Al-Shargabi and Mohammad Al-Fayoumi Al-Fayoumi

ACCEPTANCE MODEL OF M-LEARNING AMONG STUDENTS OF ISRA UNIVERSITY

5 Saman Rizvi, Bart Rienties and Jekaterina Rogaten

Temporal Dynamics of MOOC Learning Trajectories

6 Emmanuel Mtsweni and Prof. Nehemiah Mavetera

Individual Barriers of Tacit Knowledge within Information System Development Projects

7 Quazi Rupok and Abdullahi Chowdhury

Using E-Learning to Engage Unemployed Rural Women in Aquaculture in Bangladesh to Reduce Poverty

8 F. David de La Peña Esteban, Juan A. Lara Torralbo, David Lizcano Casas and M. Aurora Martínez Rey

Application of Simulators for teaching Engineering Subject

9 Vanessa Fernández, Sonia Pamplona and María José Pérez-Fructuoso

Developing a Questionnaire to Assess Prior Knowledge of Basic Statistical Concepts in Students Following a Statistics Course as Part of an Engineering Degree At an Online University

10 F. David de La Peña Esteban, David Lizcano Casas, Juan Alfonso Lara Torralbo, María A Martinez Rey and Juan Pazos Sierra

A new approach to computing using informons and holons: towards a theory of computing science

11 Sonia Pamplona, Isaac Seoane and Javier Bravo-Agapito

Assessing conceptual knowledge in three online engineering courses: Theory of Computation and Compiler Construction, Operating Systems, and Signal and Systems

Special Session on Biomedical Data Science, [América], Tuesday – 2nd, October, 2018, 11:30 – 02:30,

Session Organizers: Luis A. Iñigo-Garcia, Juan Alfonso Lara Torralbo and María Aurora Martínez Rey.

Session Moderators: - Mariano Valdés-Chávarri. Profesor emérito de la Universidad de Murcia. Hospital IMED de

Valencia. - Juan Luis Gutiérrez-Chico. Servicio de Cardiología. Hospital Punta de Europa.

- Luis A. Iñigo-Garcia. Unidad de Cardiología Intervencionista. Hospital Costa del Sol. Invited Speakers:

1 Chu Miao. School of Biomedical Engineering, Shanghai Jiao Tong University and Campo de Gibraltar Health Trust. Integration of complex datasets for accurate assessment of coronary hemodynamics.

2 Milan Petkovic. Department of Mathematics and Computer Science. Eindhoven. University of Technology. Philips Electronics N.V. Improving Healthcare by Artificial Intelligence and Data Science.

3 Alejandro Escario. Director técnico, Madrija Consultoría, SL. José Pablo Ramírez. EP & Added Value Services Manager. Technology & Services Department. BIOTRONIK. Biotronik Patients with CIEDs: Home Monitoring, Remote Services and its integration into EHR.

Abstract Session 1 Carlos Fernández-Lozano, Rafael Alonso Valente, Manuel Fidalgo Díaz, Alejandro

Pazos. A Generalized Linear Model for cardiovascular complications prediction in PD patients.

2 Carlos Fernández-Lozano, Jose Liñares Blanco, Marcos Gestal, Julián Dorado, Alejandro Pazos. Integrative multi-omis data-driven approach for metastasis prediction in cancer.

3 Virginia Mato-Abad, Isabel Jimenez, Francisco Cedrón-Santaeufemia, Juan M. Pías-Peleteiro, Purificación Cacabelos, Sonia Suárez-Garaboa, José M. Aldrey, Santiago Rodríguez-Yáñez. The role of depression in mild cognitive impairment through the analysis with artificial neural networks.

4 Beatriz López, Natàlia Mordvanyuk, Pablo Gay, Albert Pla. Knowledge representation and machine learning on wearable sensor data: a study on gait monitoring.

Social Event (Gala Dinner, First Day of Conference): Social event on Monday afternoon (Oct 1st, 2018): Dinner and bus transportation from the conference venue to the headquarters of Udima in Collado Villalba (40 KM from Madrid Center) N.B: We will leave the hotel at 4:30 pm. Contact Dr. Juan Alfonso Lara Torralbo Tel. 91 189 69 99 / 91 856 16 99 (ext. 3591) http://www.udima.es juanalfonso.lara@udima.es