2014 IEEE 15th International

Conference on Information

Reuse and Integration

(IRI2014)

Redwood City, California, USA

13-15 August 2014

4 IEEE IEEE Catalog Number: CFP14IRI-POD

ISBN: 978-1-4799-5881-8

Proceedings of the 2014 IEEE 15th International Conference on

Information Reuse and Integration (IEEE IRI 2014)

TABLE OF CONTENTS

Forward xiv

Message from Program Co-chairs xv

Conference Organizers xvii

Program Committee xix

Keynotes xxii

Workshop Keynotes xxx

Industry Talks xxxii

Tutorials xxxvi

Panel xxxviii

1RI-H1 2014 Program Committee xxxix

FMi 2014 Program Committee xl

DIM 2014 Program Committee xlii

EM-RITE 2014 Program Committee xliii

WICSOC 2014 Program Committee xliv

SocialSec 2014 Program Committee xlv

1ICPS 2014 Program Committee xlvi

NatScc'2014 Program Committee xlvii

Industry Committee xlviii

Sponsors xlix

Technical Papers 1

Session A11: Information Security & Privacy I

Detecting and Resolving Inconsistencies in Firewalls 1

Du Zhang, Lavanya Jujjavarapu and Meiliu Lu

California State University, Sacramento, USA

Stream Computing for Large-Scale, Multi-Channel Cyber Threat Analytics 8

Douglas Schales Mihai Christodorescu (2), Xin HuJiyong Jang Josyula Rao Reiner

SailerMarc StoecklinWietse Venema (1) and Ting Wang(1)(l> IBM Research, USA(2) Qualcomm Research, USA

Policy-Driven Security Management for Fog Computing: Preliminary Framework and A Case Study 16

/

Clinton Dsouza, Gail-Joon Ahn and Marthony TaguinodArizona State University, USA

Deploying Malware Detection Software for Smart Phones 24

Bhavani Thuraisingham, Nathan McDaniel and Latifur Khan

The University ofTexas at Dallas, USA

Session A12: Software Design, Testing and Reuse

Test Logic Reuse Through Unit Test Patterns: A Test Automation Framework for Software Product

Lines 28

Glauco Silva Neves and Patricia Vilain

Universidade Federal de Santa Catarina, Floriandpolis, SC, Brazil

From Requirements to Software Design: An Automated Solution for Packaging Software Classes 36

Yasaman Amannejad, Mohammad Moshirpour, Behrouz H. Far and Reda Alhajj

University ofCalgary, Canada

Ontology-based User Requirements Decomposition for Component Selection for Highly Available

Systems 44

Mahin AbbasipourMargarete Sackmann Ferhat Khendek(1) and Maria Toeroe(2)

^Concordia University, Montreal, Canada

(2) Ericsson Inc., Montreal, Canada

Specification-Based Testing with Buchi Automata: Transition Coverage Criteria and PropertyRefinement 52

Li Tan and Bolong ZengWashington State University, USA

Session A13W: First Workshop on Social Network Security (SocialSec 2014)

Consumer-Centric Protection for Online Social Networks 62

Raja Naeem Akram, Ryan K. L. Ko, and Tsz Fung Law

University ofWaikato, Hamilton, New Zealand

A Study of ClickJacking Worm Propagation in Online Social Networks 68

Mohammad Reza Faghani and Uyen Trang NguyenYork University, Toronto, Canada

Detecting Unintentional Information Leakage in Social Media News Comments 74

Inbal Yahav, David Schwartz and Gahl Silverman

Bar-Ilan University, Israel

Session A14W: WICSOC 2014: Social Media, Crowdsourcing, and Public Health

A Framework for Comparing Early Warning Systems across Domains: A Step Toward a

Data-Integrated Public Health EWS 80

Henry Kim Marek LaskowskiSeyed Moghadas Amirehsan Sajad(1) and Maaz Asif(2)(1)

York University, Toronto, Canada(2)

Queen s University, Toronto, Canada

Much more to it: The relation between Facebook usage and self-esteem 87

Montathar Faraon and Mauri Kaipainen

ii

Sodertorn University, Sweden

Text Classification for Automatic Detection of Alcohol Use-Related Tweets: A Feasibility Study 93

Yin Aphinyanaphongs, Bisakha Ray, Alexander Statnikov and Paul Krebs

NYU Langone Medical Center, USA

Towards Chronic Emergency Response Communities for Anaphylaxis 98

David Schwartz 1', Abdelouahab Bellou(', Luis Garcia-Castrillo (,Antonella Muraro 1} and

Nikolaos Papadopoulos(5)

(1) Bar-Ilan University, Israel(2)

University Rennes I, Rennes, France

(3)Hospital Universitario Marques de Valdecilla, Cantabria, Spain

(4) Padua General University Hospital, Padua, Italy(5) The University ofManchester, UnitedKingdom

Leveraging Online Social Media for Capturing Observations of Daily Living and Ecological

Momentary Assessment 104

Mohd Anwar

North Carolina A&TState University, USA

Session A21: Information Security & Privacy II

Detect Phishing by Checking Content Consistency 109

Yi-Shin Chen Huei-Xin Liu Yi-Hsuan Yu(1) and Pang-Chieh Wang(2)(I> National Tsing Hua University, Taiwan

(2> Industrial Technology Research Institute, Taiwan

DiCoTraM: A Distributed and Coordinated DDoS flooding attack tailored Traffic Monitoring 120

Saman Taghavi Zargar, James Joshi and David Tipper

University ofPittsburgh, USA

Access Control Reinforcement over Searchable Encryption 130

Abdellah Kaci and Thouraya Bouabana-Tebibel

Ecole nationale Superieure d'Informatique, Alger, Algeria

LEAF:A Social Network-based Intervention Tool for IPV Survivors 138

Balaji Palanisamy, Sheldon Sensenig, James Joshi and Rose Constantino

University ofPittsburgh, USA

Session A22: Big Data/Networks & Cloud Computing

Uncertainty reasoning for the "Big Data" Semantic Web 147

Loukia KaranikolaIsambo Karali(1) and Sally Mcclean(2)(I>

University ofAthens, Greece(2)

University of Ulster, UK

Semantics Management for Big Networks 155

Bassem Mokhtar(1) and Mohamed Eltoweissy (2)

(I)Alexandria University, Egypt

(2>Virginia Military Institute, USA

Cloud-based monitoring and analysis of yield efficiency in precision farming 163

Li Tan and Riley Wortman

Washington State University, USA

Hi

SMOPD-C: An Autonomous Vertical Partitioning Technique for Distributed Databases on Cluster

Computers 171

Liangzhe Li and Le Gruenwald

University of Oklahoma, USA

Session A23: Information Reuse & Extraction

Argumentation Schemes for the Reuse of Argumentation Information in Collaborative Risk

Management 179

Ruan C. B. PozzebonLuis A. L. SilvaLisandra M. Fontoura (1) and John A. Campbell<2)^ Universidade Federal de Santa Maria, Brazil®

University College London, UK

SOA-GovMM: A Meta Model for a Comprehensive SOA Governance Repository 187

Jan Konigsberger, Stefan Silcher and Bernhard Mitschang

University ofStuttgart, Germany

Towards Facilities to Introduce Solutions for MDE in Development Environments with Reusable

Assets 195

Fabio P. Basso and Claudia M. L. Werner and Toacy C. Oliveira

Federal University ofRio de Janeiro, Brazil

Extracting control-flow from text 203

Pol Schumacher and Mirjam Minor

D-60325 Frankfurt am Main, Germany

Session A32: Social Networks, Crowdsourcing & Multiagent Systems

Towards Model Driven Crowdsourcing: First Experiments, Methodology and Transformation 211

Samyr Vale

Federal University ofMaranhao, Brazil

Toward Inferring the Age of Twitter Users with their Use of Nonstandard Abbreviations and

Lexicon 219

Nathaniel MoseleyCecilia OvesdotterAim (1) and Manjeet Rege(2)

(1) Rochester Institute of Technology, USA(2>

University ofSt. Thomas, USA

Extracting Top-k Most Influential Nodes by Activity Analysis 227

Myungcheol Doo (1) and Ling Liu (2)

(1)Applied Research Center, Arris, USA

(2)Georgia Institute ofTechnology, USA

Detection of Implied Scenarios in Multiagent Systems with Clustering Agents' Communications ....237

Fatemeh Hendijani Fard and Behrouz H. Far

University ofCalgary, Canada

Session A33: Data Analysis, Management & Integration

A value-oriented specification for weak sequencing validation 245

Thouraya Bouabana-Tebibel(1) and Stuart H. Rubin(2)(1) Ecole nationale Superieure d'Informatique, Algiers, Algeria(2) SPAWAR Systems Center Pacific, San Diego, USA

iv

Optimizing Online Spatial Data Analysis with Sequential Query Patterns 253

Chunqiu Zeng, Hongtai Li, Huibo Wang, Yudong Guang, Chang Liu, Tao Li, Shu-Ching Chen

and Naphtali Rishe

Florida International University, USA

Extending Automated Intelligence Systems via Graph Database : A Case Study of the

"Meth Hunter" 261

Mark BlairYunkai Liu(1) and Theresa Vitolo (2)

(1) DAGIR Co., USA(2)Gannon University, USA

Mapping Specifications for Ranked Hierarchical Trees in Data Integration Systems 269

Sarfaraz Soomro, Andrea Matsunaga and Jose Fortes

University ofFlorida, USA

Session A34W: Information Reuse and Integration in Health Informatics (IRI-HI)

How Ranker and Learner Choice Affects Classification Performance on Noisy Bioinfonnatics

Data 277

Ahmad Abu Shanab, Taghi Khoshgoftaar, Randall Wald and Amri NapolitanoFlorida Atlantic University, USA

On the analysis ofAlzheimer's disease Gene Expression Dataset using Clustering and Association

Rule Mining 283

Benoit Le Queau, Omair Shafiq and Reda AlhajjUniversity ofCalgary, Canada

Towards a Technology Roadmap for Big Data Applications in the Healthcare Domain 291

Sonja Zillner(1,4), Heiner OberkampfClaudia Bretschneider (,), Amrapali Zaveri(3),Werner Faix(4), Sabrina Neururer( '5)

(I>Siemens AG, Munich, Germany

(2) Innsbruck Medical University, Austria

(i) University Leipzig, Germany<4)

Steinbeis University, Berlin, Germany(5>

University ofInnsbruck, Austria

The Effect of Noise Level and Distribution on Classification of Easy Gene Microarray Data 297

Randall Wald, Taghi Khoshgoftaar and Ahmad Abu Shanab

Florida Atlantic University, USA

Session B11: Data Mining and Knowledge Discovery I

Improving the Random Forest Algorithm by Randomly Varying the Size of the Bootstrap Samples .303

Md Nasim Adnan

Charles Sturt University, Australia

Stability of Filter- and Wrapper-based Software Metric Selection Techniques 309

Huanjing WangTaghi M. Khoshgoftaar(2) and Amri Napolitano(}

(l) Western Kentucky University, USA(2> Florida Atlantic University, USA

Classificat ion Performance of Three Approaches for Combining Data Sampling and Gene

Selection on Bioinformatics Data 315

v

Taghi Khoshgoftaar, Ali Fazelpour, David Dittman and Amri NapolitanoFlorida Atlantic University, USA

Data-Oriented Intelligent Transportation Systems 322

Hamdy Ibrahim (1'2) and Behrouz Far(1)(1)

University of Calgary, Canada(2) University of Calgary, Canada

Session B12: Al & Decision Support Systems

Any-Time Knowledge Revision 330

Eric GregoireUniversit'e d'Artois, France

A method for text-line segmentation for unconstrained Arabic and Persian handwritten text image ..338

Reza Shakoori

University ofMumbai, India

Particle Swarm Optimization Protocol for Clustering in Wireless Sensor Networks: A Realistic-

Approach 345

Riham Elhabyan and Mustapha Yagoub

University ofOttawa, Canada

SEM2 Suite - towards a Tool Suite for Supporting Knowledge Management in Situation

Awareness Systems 351

Andrea SalfingerDaniel NeidhartWerner Retschitzegger Wieland Schwinger

and Stefan Mitsch(2)(1) Johannes Kepler University Linz, Austria

(2)Carnegie Mellon University, USA

Session B13W: Workshop on Formal Methods Integration (FMi)

Age semantics based State Space Computation of Time Petri Nets 361

Abdelkrim Abdelli

USTHB University, Algeria

Proving that your Dart will Hit the Mark: An Introduction to Dart Contracts 369

Patrice Chalin

Kansas State University, USA

Towards Ray Optics Formalization of Optical Imaging Systems 378

Umair Siddique and Sofiene Tahar

Concordia University, Montreal, Canada

Time properties Verification of UML/MARTE Real-Time Systems 386

Aymen Louati (1'2), Kamel Barkaoui(2) and Chadlia Jerad (1)

(1)Tunis El Manar, Tunisie

(2)Saint-Martin, Paris, France

Session B14W: First International Workshop on Information Integration in Cyber

Physical Systems (IICPS 2014)

Advancing WSN Physical Security Adopting TPM-bascd Architectures 394

vi

Ermanno Battista Mario >BarbareschiinVA'ntomno)M^fl)

University ofNaples Federico III,Italjxm

George Mason University, USAl

A Hardware Accelerator for Data Classification \vitHinithe^SHjnsinu.'lh1fR£tmcftira: 400)

Mario BarbarcschiErmanno Battista/'V.N^eolaLMta^i^^(l>

University ofNaples Federico Hi Italy<2)

George Mason University, USA1

Investigating the Feasibility of LEAP- in ZiuBee Specification. 4QfiC>

Mohammad RezaeiradSahar MazloQmi,l\.Mim'mTim^and Magdy Bayouxni

u)

<nGeoige Mason University, USA

<2>Universit}' ofLouisiana at Lafayette, USAl

A Cluster-based Key Management Framework for Rci.o\uac-C(.onstmihtil<>iilwirH^s 441K

Mohammad Rezaeirad (,), Sahar Mazloolrll(l^.MM1djl0majji,2^^^)lrlltrii^^^hK(f),and Magdy Bayoumi(?)

George Mason University, USA<2>

Case Western Resen'e University, USAl<}>

University ofLouisiana at Lafayette, USAl

Session B21: Data Mining and Knowledge:Qisrawan>yIII

Using Incremental Clustering Technique in Collaborative. HiitcdhaPataiU;i]dlUfc 4£D)

Xiwci Wang and Jun Zhang

University ofKentucky, USA

Improving Software Quality Estimation bv Combining Fciitura3^{xutibniS4mt(^c5s\\\iiiiiS^m)]ifallEnsemble Learning 443ft

Taghi Khoshgoftaar Kalian Gao{2) andiAmriil^nolltana)*"'

10Florida At/antic University, USA:

l2}Eastern Connecticut State University: USrll

Evaluating Distance Measures and Times Scries Clustering: for TLunnom 48W

Sidahmed Benabderrahmane U1, Rene. Quiniou/" andlTUlQmnss(6u>5aii(U)"'

1NR1A, Rennes, France<2> IRISA, Rennes, France

Analyzing Immediate Correlations heiwcen Baby Names-ami:;Bo)r4HilUu^the 21st Century 4422

Abra Gurnett, Robin Bcsson, Oman Shall q.RudauAlliajjjUniversity of Calgary, Canada

Session B22: Information Security & Privacy. III!

A Unification of Access Control and Data Services

David Ferraiolo U), Serban Gavrila (1> andiWityjie.-Jitns«niu)l("

National Institute ofStandards and Technology, USAl(2>Bayview Behavioral Consulting, USA

Real-time Anomaly Detection Ovei VMware Pcribrmanuc. Data U MngjStovm) 4-8^

Mohiuddin Solaimani, Latifur KJian and BliavaniiUHuraisihgliann

w°/7

The University ofTexas at Dallas, USA

A Secure two-party Password-authenticated Key Exchange protocol 466

Maryam SaeedHadi Shahriar ShahhoseiniAli Mackvandi(2), Mohammad Reza

Rezaeinezhad(2), Mansour Naddafiun(2) and Mohammad Zare Bidoki(2)(1) Iran University ofScience and Technology, Iran

(2) R&D Department ofPishgaman Kavir Yazd Cooperative, Iran

Session B23W: Workshop on Formal Methods Integration (FMi)

Reachability in Hierarchical Machines 475

Omer Nguena Timo (1), Alexandre Petrenko Arnaud Dury(l) and S Ramesh (2)

^Computer Research Institute ofMontreal, Canada

(2) GM Global R&D, USA

Formalization and analysis ofTimed BPEL 483

Imed Eddine Chama, Nabil Belala and Djamel Eddine Saidouni

University Constantine II, Algeria

A Paradigm integration in a specification course 492

Manuel A. Martins Alexandre Madeira (2), Luis Barbosa(2) and Renato Neves (2)

(1) Univ. Aveiro, Portugal(2) Univ. Minho, Portugal

A CEGAR Approach for the Reachability Analysis of Hybrid Sequential Function Charts 500

Johanna Nellen and Erika Abraham

RWTHAachen University, Germany

Session B24W: First International Workshop on Information Integration in Cyber

Physical Systems (IICPS 2014)

Next-Generation Technologies for Preventing Accidental Death of Children Trapped in Parked

Vehicles 508

Vittoria Aiello Parnian Najafi Borazjani(2), Ermanno Battista (3) and

Massimiliano Albanese(2)

(1) R2MInnovations, USA

®George Mason University, USA

(3)University ofNaples Federico II, Italy

Automatic Evaluation of Medical Doctors' Performances while Using a Cricothyrotomy Simulator .514

Daniela D'Auria and Fabio Persia

University ofNaples "Federico II", Italy

A Peer-to-Peer Network Architecture for Emerging Applications 520

Khondkar Islam

George Mason University, USA

Caruso: Interactive Headphones for a Dynamic 3D Audio Application in the Cultural Heritage

Context 525

Daniela D'Auria, Dario Di Mauro, Davide Maria Calandra and Francesco Cutugno

University ofNaples "Federico II", Italy

Session C11: Data Mining and Knowledge Discovery III

via

Finding the Most Evident Co-Clusters on Weblog Dataset Using Frequent Super-Sequence Mining.529Xinran Yu and Turgay Korkmaz

The University of Texas at San Antonio, USA

Data Integration and Clustering for Real Time Crash Prediction 537Elahe Paikari, Mohammad Moshirpour, Reda Alhajj and Behrouz Far

University of Calgary, Canada

Leveraging the Web for Automating Tag Expansion for Low-Content Items 545

Ayush Singhal and Jaideep Srivastava

University ofMinnesota, USA

iSRD: Spam Review Detection with Imbalanccd Data Distributions 553

Hamzah Al Najada and Xingquan ZhuFlorida Atlantic University, USA

Utilizing Concept Correlations for Effective Imbalanced Data Classification 561

Yilin Yan Yang Liu Mei-Ling Shyu (1) and Min Chen (2)

(I>University ofMiami, USA

(2>University of Washington Bothell, USA

Session C12: Knowledge Discovery & Disaster Management

Towards a Rcfactoring Catalogue for Knowledge Discovery Metamodel 569Rafael S. DurelliDaniel San Martin (2), Marcio Eduardo Delamaro (1) and Valter Camargo (2)

^Universidade de S~ao Paulo, Brazil

(2> Universidade Federal de S~ao Carlos, Brazil

A Mapping Study on Architecture-Driven Modernization 577Rafael S. Durelli(2,3), Daniel San MartinBruno Marinho Raphael HondaMarcio Eduardo Delamaro (3), Nicolas Anquetil(2) and Valter Camargo (1)

(,)Universidade Federal de S~ao Carlos, Brazil

<2>INRIA, France

(3> Universidade de S~ao Paulo, Brazil

Generating Textual Storyline to Improve Situation Awareness in Disaster Management 585Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen and Ning Xie

Florida International University, USA

A Bipartite-Graph Based Approach for Disaster Susceptibility Comparisons among Cities 593Wubai Zhou, Chao Shen, Tao Li, Shu-Ching Chen, Ning Xie and Jinpeng WeiFlorida International University, USA

Session C13W: The 3rd IEEE International Workshop on Empirical Methods for

Recognizing Inference in Text (EM-RITE 2014)

Word Segmentation Refinement by Wikipcdia for Textual Entailment 600Chuan-Jie Lin and Yu-Cheng TuNational Taiwan Ocean University, Taiwan

Analysis of Identifying Linguistic Phenomena for Recognizing Inference in Text 607

Min-Yuh Day and Ya-Jung WangTamkang University, Taiwan

ix

Sense Decomposition from E-HowNet for Word Similarity Measurement 613

Cheng-Wei Shih, Yu-Lun Hsieh and Wen-Lian Hsu

Academia Sinica, Taiwan

Peer Review in Online Forums: Classifying Feedback-Sentiment 619

Greg Harris, Anand Panangadan and Viktor Prasanna

University ofSouthern California, USA

Mining the User Clusters on Facebook Fan Pages Based on Topic and Sentiment Analysis 627

Kuan-Cheng LinShih-Hung WuLiang-Pu Chen (2), Tsun Ku (3), and Gwo-Dong Chen (3)

(1) Chaoyang University of Technology, Taiwan(2) Institutefor Information Industry, Taiwan

(3) National Central University, Taiwan

Session C14W: Workshop on Advances in Nature-Inspired Cyber Security: Science,Engineering and Economics (NatSec'2014)

Sniper: A Framework for Detecting Attack Attempts to Open Source Web Applications at the

Run Time 633

Abdullah AlmurayhUniversity of Colorado at Colorado Springs, USA

CvPhyMASC: Evolutionary Monitoring. Analysis, Sharing and Control Platform for SmartGrid

Defense 639

Mohamed Azab(2'3) and Mohamed Eltoweissy (1'3)

^Virginia Military Institute, USA

^ Alexandria, Egypt(i)

Virginia Tech, USA

THE EVOLUTION OF NETWORK BASED CYBERSECURITY NORMS: An Analytical

Narrative 646

Atin Basuchoudhary(1) and Nazli Choucri(2)

^Virginia Military Institute, USA

^ Massachusetts Institute ofTechnology, USA

Session C21: Data Mining and Knowledge Discovery IV

Language Independent Analysis and Classification of Discussion Threads in Coui scra MOOC

Forums 654

Lorenzo A. Rossi(1) and OmprakashGnawali(2)(1)

University ofSouthern California, USA®

University ofHouston, USA

Automatically Predicting the Helpfulness of Online Reviews 662

Yadong Zhang and Du ZhangCalifornia State University, Sacramento, USA

A Hidden Treasure? Evaluating and Extending Latent Methods for Link-based Classification 669

Aaron Fleming, Luke McDowell and Zane Market

U.S. Naval Academy, USA

Session C22: Geo/Medical Informatics and Multimedia Systems

x

Interpreting Medical Tables as Linked Data to Generate Meta-Analysis Reports 677Varish Mulwad, Tim Finin and Anupam Joshi

University ofMaryland, Baltimore County, USA

Understanding Implicit and Explicit Interface Tools to Perform Visual Analytics Tasks 687

Dong Hyun Jeong(

,Soo-Yeon Ji(', Tera Greensmith(;, Byunggu Yu(} and Remco Chan{ )

(,)University ofthe District ofColumbia, USA

(2> Bowie State University, USA

(S) Simon Fraser University, Canada(4)

Tufts University, USA

The Power of Fear: Facial Emotion Analysis of CEOs to Forecast Firm Performance 695

Yanjia Sun, Ali Akansu and James Cicon

New Jersey Institute ofTechnology, USA

Designing a Two-Level Monitoring Method to Detect Network Abnormal Behaviors 703Soo-Yeon JiSeonho Choi(1) and Dong Hyun Jeong (2)

(1) Bowie State University, USA(2) University ofthe District ofColumbia, USA

Session C23W: The 3rd IEEE International Workshop on Data Integration and Mining(DIM 2014)

A Proximity Measure for Link Prediction in Social User-Item Networks 710Chun-Hao Fu, Cheng-Shang Chang and Duan-Shin Lee

National Tsing Hua University, Taiwan

Outlier Detection based on k-Neighborhood MST 718

Qingsheng Zhu, Xiaogang Fan and Ji FengChongqing University, China

An Ensemble Classification Approach for Handling Spatio-Tcmporal Drifts in Partially Labeled

Data Streams 725

Tegjyot Singh Sethi, Mehmed Kantardzic, Elaheh Arabmakki and Hanquing Hu

University ofLouisville, USA

Understanding Co-evolution in Large Multi-relational Social Networks 733

Ayush Singhal, Atanu Roy and Jaideep Srivastava

University ofMinnesota - Twin Cities, USA

A Sketch-based Conceptual Level Data Integration Methodology 741Loredana Caruccio, Vincenzo Deufemia and Giuseppe Polese

University ofSalerno, Italy

DataGophcr: A context based search engine for research datasets 749

Ayush Singhal, Ravindra Kasturi and Jaideep Srivastava

University ofMinnesota, USA

Session C31: Data Mining and Knowledge Discovery V

Rolling Window Time Series Prediction using MapReduce 757Lei Li, Farzad Noorian, Duncan J.M. Moss, Philip H.W. LeongThe University ofSydney, Australia

xi

Correlation-based Re-ranking for Semantic Concept Detection 765

Hsin-Yu Ha(,), Fausto C. Fleites Shu-Ching Chen(1) and Min Chen(2)(l) Florida International University, USA

(2*University of Washington Bothell, USA

Timed Sequential Pattern Mining Based on Confidence in Accumulated Intervals 771

Chichang Jou, Huan-Jyh Shyur and Chih-Yu Yen

Tamkang University, Taiwan

RLS-A Reduced Labeled Samples Approach for Streaming Imbalanced Data with Concept Drift 779

Elaheh Arabmakki, Mehmed Kantardzic and Tegjyot Singh Sethi

University ofLouisville, USA

Session C32: Fuzzy Systems & Heuristic Optimization

UFOM: Unified Fuzzy Ontology Matching 787

Yinuo Zhang, Anand Panangadan and Viktor Prasanna

University ofSouthern California, USA

Applying Pareto ant colony optimization to solve bi-objectivc forest transportation planning

problems 795

Pengpeng Lin, Jun Zhang and Marco A Contreras

University ofKentucky, USA

Extending Modern SAT Solvers for Models Enumeration 803

Said Jabbour, Jerry Lonlac, Lakhdar Sais and Yakoub Salhi

University ofArtois, Lens, France

Detecting Geo-spatial Weather Clusters using Dynamic Heuristic Subspaces 811

Suman Deb Roy and Gilad Lotan

Betaworks Studio, USA

Session SP: Poster Session

Bayesian Updating for Time Series Missing Data Discovery and Uncertainty Estimation

(TSMDDUE) 819

Sara Aghakhani, Reda Alhajj and Philip Chang

University ofCalgary, Canada

UML Activity Diagram To Event-B: A Model Transformation Approach Based on the Institution

Theory 823

Amine Achouri and Jemni Ben Ayed Leila

University ofTunis, Tunisia

A Semantic Multi-Modal Information Retrieval Approach based on Linked Data to Multimedia

Convergent Environments 830

Natasha Correia Queiroz Lino, Clauirton Siebra and Manoel De Albuquerque Lira Amaro

Federal University ofParaiba, Joao Pessoa, Brazil

Rotation Invariant Face Recognition Survey 835

Gabriel Castaneda, Taghi Khoshgoftaar and Randall Wald

Florida Atlantic University, USA

Using Document Space For Relational Search 841

xii

Richard Drake and Ken Pu

University of Ontario Inst of Technology, Canada

An Extension to the Data-driven Ontology Evaluation 845Hlomani Hlomani and Deborah Stacey

University of Guelph, Canada

Using Feature Selection and Classification to Build Effective and Efficient Firewalls 850

Randall WaldFlavio Villanustre (2), Taghi KhoshgoftaarRichard Zuech

Jarvis Robinson (2) and Edin Muharemagic (2)

(1> Florida Atlantic University, USA®

LexisNexis Business Information Solutions, USA

Tire-Road Friction Estimation Utilizing Smartphones 855

Michael Jaynes and Ram Dantu

University ofNorth Texas, USA

Who Wrote This Paper? Learning for Authorship De-identification Using Stylometric Featuress 859

Jose Hurtado, Napat Taweewitchakreeya and Xingquan ZhuFlorida Atlantic University, USA

Automatically Classifying and Interpreting Polar Datasets with Apache Tika 863

Ann Burgess(1) and Chris Mattmann ®

(1)University ofSouthern California, USA

(2>California Institute ofTechnology, USA

Kalman-Filtcr Al gorithm and PMUs for State Estimation of Distribution Networks 868Faridoon Shabani, Mohanmad Vaziri, Mahdi Amini, Mahyar Zarghami and Suresh Vadhva

California State University, Sacramento, USA

Reuse and Integration of Healthcare Information for Subjects in a Clinical Trial for Treatment of

Recurrent Respiratory Papillomatosis 874

Anatoly Goldstein

Massachusetts General Hospital Centerfor Laryngeal Surgery and Voice Rehabilitation, USA

Author Index 881

xiii