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Lecture Notes in Artificial Intelligence 7803
Subseries of Lecture Notes in Computer Science
LNAI Series Editors
Randy GoebelUniversity of Alberta, Edmonton, Canada
Yuzuru TanakaHokkaido University, Sapporo, Japan
Wolfgang WahlsterDFKI and Saarland University, Saarbrücken, Germany
LNAI Founding Series Editor
Joerg SiekmannDFKI and Saarland University, Saarbrücken, Germany
Ali Selamat Ngoc Thanh NguyenHabibollah Haron (Eds.)
Intelligent Informationand Database Systems5th Asian Conference, ACIIDS 2013Kuala Lumpur, Malaysia, March 18-20, 2013Proceedings, Part II
13
Series Editors
Randy Goebel, University of Alberta, Edmonton, CanadaJörg Siekmann, University of Saarland, Saarbrücken, GermanyWolfgang Wahlster, DFKI and University of Saarland, Saarbrücken, Germany
Volume Editors
Ali SelamatUniversiti Teknologi MalaysiaFaculty of Computing, Department of Software Engineering81310 UTM Skudai, Johor, MalaysiaE-mail: [email protected]
Ngoc Thanh NguyenWrocław University of TechnologyInstitute of Informatics, Division of Knowledge Management SystemsStr. Wybrzeze Wyspianskiego 27, 50-370 Wrocław, PolandE-mail: [email protected]
Habibollah HaronUniversiti Teknologi MalaysiaFaculty of Computing, Department of Computer Science81310 UTM Skudai, Johor, MalaysiaE-mail: [email protected]
ISSN 0302-9743 e-ISSN 1611-3349ISBN 978-3-642-36542-3 e-ISBN 978-3-642-36543-0DOI 10.1007/978-3-642-36543-0Springer Heidelberg Dordrecht London New York
Library of Congress Control Number: 2013930842
CR Subject Classification (1998): I.2.1, I.2.3-4, I.2.6-8, I.2.11, H.3.3-5, H.2.8,H.4.1-3, H.5.3, I.4.9, I.5.1-4, K.4.4
LNCS Sublibrary: SL 7 – Artificial Intelligence
© Springer-Verlag Berlin Heidelberg 2013
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Preface
ACIIDS 2013 was the fifth event of the series of international scientific confer-ences for research and applications in the field of intelligent information anddatabase systems. The aim of ACIIDS 2013 was to provide an internationallyrespected forum for scientific research in the technologies and applications ofintelligent information and database systems. ACIIDS 2013 was co-organized byUniversiti Teknologi Malaysia (Malaysia) and Wroclaw University of TechnologyPoland (Poland) in co-operation with Nguyen Tat Thanh University (Vietnam)and took place in Kuala Lumpur (Malaysia) during March 18–20, 2013. The firsttwo events, ACIIDS 2009 and ACIIDS 2010, took place in Dong Hoi City andHue City in Vietnam, respectively. The third event, ACIIDS 2011, took place inDaegu (Korea), while the fourth event, ACIIDS 2012, took place in Kaohsiung(Taiwan).
Submissions came from 20 countries from all over the world. Each paper waspeer reviewed by at least two members of the International Program Committeeand International Reviewer Board. Only 108 papers with the highest quality wereselected for oral presentation and publication in the two-volumes proceedings ofACIIDS 2013.
The papers included in the proceedings cover the following topics: intelligentdatabase systems, data warehouses and data mining, natural language processingand computational linguistics, Semantic Web, social networks and recommenda-tion systems, collaborative systems and applications, e-business and e-commercesystems, e-learning systems, information modeling and requirements engineering,information retrieval systems, intelligent agents and multi-agent systems, intel-ligent information systems, intelligent Internet systems, intelligent optimizationtechniques, object-relational DBMS, ontologies and knowledge sharing, semi-structured and XML database systems, unified modeling language and unifiedprocesses, Web services and Semantic Web, computer networks and communi-cation systems.
Accepted and presented papers highlight new trends and challenges of in-telligent information and database systems. The presenters showed how newresearch could lead to new and innovative applications. We hope you will findthese results useful and inspiring for your future research.
We would like to express our sincere thanks to the Honorary Chairs, ZainiUjang (Universiti Teknologi Malaysia, Malaysia) and Tadeusz Wi ↪eckowski (Rec-tor of Wroclaw University of Technology, Poland) for their support.
Our special thanks go to the General Co-chair, Program Co-chairs, all Pro-gram and Reviewer Committee members, and all the additional reviewers fortheir valuable efforts in the review process that helped us to guarantee the high-est quality of the selected papers for the conference. We cordially thank the
VI Preface
organizers and chairs of special sessions, who essentially contributed to the suc-cess of the conference.
We also would like to express our thanks to the Keynote Speakers (HoangPham, Naomie Salim, Mong-Fong Horng, Sigeru Omatu) for their interestingand informative talks of world-class standard.
We cordially thank our main sponsors, Universiti Teknologi Malaysia(Malaysia), Wroclaw University of Technology (Poland), and Nguyen Tat ThanhUniversity (Vietnam). Our special thanks are due also to Springer for publishingthe proceedings, and to the other sponsors for their kind support.
We wish to thank the members of the Organizing Committee for their verysubstantial work, especially those who played essential roles: Habibollah Haron(Organizing Chair) and the members of the Local Organizing Committee fortheir excellent work.
We cordially thank all the authors for their valuable contributions and otherparticipants of this conference. The conference would not have been possiblewithout them.
Thanks are also due to many experts who contributed to making the eventa success.
March 2013 Ngoc Thanh NguyenAli Selamat
Conference Organization
Honorary Chairs
Zaini Ujang Vice Chancellor of Universiti TeknologiMalaysia, Malaysia
Tadeusz Wieckowski President of Wroclaw University of Technology,Poland
General Co-chairs
Ngoc Thanh Nguyen Wroclaw University of Technology, PolandMohd Aizaini Maarof Universiti Teknologi Malaysia, Malaysia
Program Chairs
Ali Selamat Universiti Teknologi Malaysia, MalaysiaShyi-Ming Chen National Taiwan University of Science and
Technology, Taiwan
Organizing Chair
Habibollah Haron Universiti Teknologi Malaysia, Malaysia
Session Chairs
Andri Mirzal Universiti Teknologi Malaysia, MalaysiaBogdan Trawinski Wroclaw University of Technology, PolandJason J. Jung Yeungnam University, Republic of Korea
Organizing Committee
Roliana Ibrahim Universiti Teknologi Malaysia, MalaysiaNor Erne Nazira Bazin Universiti Teknologi Malaysia, MalaysiaDewi Nasien Universiti Teknologi Malaysia, MalaysiaMohamad Shukor Talib Universiti Teknologi Malaysia, Malaysia
VIII Conference Organization
Steering Committee
Ngoc Thanh Nguyen Chair, Wroclaw University of Technology,Poland
Longbing Cao University of Technology Sydney, AustraliaTu Bao Ho Japan Advanced Institute of Science and
Technology, JapanTzung-Pei Hong National University of Kaohsiung, TaiwanLakhmi C. Jain University of South Australia, AustraliaGeun-Sik Jo Inha University, KoreaJason J. Jung Yeungnam University, KoreaHoai An Le-Thi University Paul Verlaine – Metz, FranceToyoaki Nishida Kyoto University, JapanLeszek Rutkowski Technical University of Czestochowa, PolandDickson Lukose Knowledge Technology Cluster at MIMOS
BHD, Malaysia
Keynote Speakers
Hoang Pham Rutgers, The State University of New Jersey,USA
Naomie Salim Universiti Teknologi Malaysia, MalaysiaMong-Fong Horng National Kaohsiung University of Applied
Sciences, TaiwanSigeru Omatu Osaka Institute of Technology, Japan
Special Sessions Organizers
1. International Workshop on Engineering Knowledge and Semantic Systems(IWEKSS 2013)
Jason J. Jung Yeungnam University, KoreaDariusz Krol Wroclaw University of Technology, Poland
2. Modelling and Optimization Techniques in Information Systems, DatabaseSystems and Industrial Systems (MOT-ACIIDS 2013)
Le Thi Hoai An University of Lorraine, FrancePham Dinh Tao INSA-Rouen, France
3. Intelligent Supply Chains (ISC 2013)
Arkadiusz Kawa Poznan University of Economics, PolandPaulina Golinska Poznan University of Technology, PolandMilena Ratajczak-Mrozek Poznan University of Economics, Poland
Conference Organization IX
4. Intelligent Systems for Medical Applications (ISMA 2013) InformationSystems and Industrial Engineering (MOT-ISIE)
Uvais Qidwai Qatar University, Qatar
5. Innovations in Intelligent Computation and Applications (ICA 2013)
Shyi-Ming Chen National Taiwan University ofScience and Technology, Taiwan
6. Computational Biology and Bioinformatics (CBB 2013)
Mohd Saberi Mohamad Universiti Teknologi Malaysia, Malaysia
7. Multiple Model Approach to Machine Learning (MMAML 2013)
Tomasz Kajdanowicz Wroclaw University of Technology, PolandTomasz �Luczak Wroclaw University of Technology, PolandGrzegorz Matoga Wroclaw University of Technology, Poland
8. Intelligent Recommender Systems (IRS 2013)
AdriannaKozierkiewicz-Hetmanska Wroclaw University of Technology
Ngoc Thanh Nguyen Wroclaw University of Technology
9. Applied Data Mining for Semantic Web (ADMSW 2013)
Trong Hai Duong Quang Binh University, VietnamBay Vo Information Technology College, Vietnam
International Program Committee
Abdul Rahim Ahmad Universiti Tenaga Nasional, MalaysiaAbdul Samad Ismail Universiti Teknologi Malaysia, MalaysiaAbdul Samad Shibghatullah Universiti Teknikal Malaysia, MalaysiaAdrianna
Kozierkiewicz-Hetmanska Wroc�law University of Technology,Poland
Alex Sim Universiti Teknologi Malaysia, MalaysiaAlvin Yeo Universiti Malaysia Sarawak, MalaysiaAmir Shafie International Islamic University Malaysia,
MalaysiaAnnabel Latham The Manchester Metropolitan University,
UK
X Conference Organization
Antoni Wibowo Universiti Teknologi Malaysia, MalaysiaArkadiusz Kawa Poznan University of Economics, PolandAryati Bakri Universiti Teknologi Malaysia, MalaysiaAzlan Mohd Zain Universiti Teknologi Malaysia, MalaysiaAzurah Abu Samah Universiti Teknologi Malaysia, MalaysiaBay Vo Information Technology College,
VietnamBehnam Rouzbehani Islamic Azad University, Central Tehran
Branch, IranBing-Han Tsai National Taiwan University of Science
and Technology, MalaysiaBjoern Schuller Technische Universitat Munchen, GermanyBogdan Trawinski Wroclaw University of Technology, PolandBoguslaw Cyganek AGH University of Science and Technology,
PolandCheng-Yi Wang National Taiwan University of Science and
Technology, TaiwanDariusz Barbucha Gdynia Maritime University, PolandDariusz Frejlichowski West Pomeranian University of Technology,
PolandDariusz Krol Bournemouth University, UKDongjin Choi Chosun University, KoreaDragan Simic University of Novi Sad, SerbiaEl-Houssaine Aghezzaf Ghent University, BelgiumElzbieta Kukla Wroc�law University of Technology, PolandEric Pardede La Trobe University, AustraliaFaisal Zaman Kyushu Institute of Technology, PolandFan Wang Microsoft, USAGeetam Tomar Malwa Institute of Technology and
Management, Gwalior, IndiaGia-An Hong National Taiwan University of Science and
Technology, TaiwanGordan Jezic University of Zagreb, CoatiaHae Young Lee ETRI, KoreaHalina Kwasnicka Wroclaw University of Technology, PolandHoai An Le Thi University of Lorraine, FranceHuey-Ming Lee Chinese Culture University, TaiwanHuynh Binh University of Science and Technology,
VietnamHyon Hee Kim Dongduk Women’s University, KoreaImran Ghani Universiti Teknologi Malaysia, MalaysiaIreneusz Czarnowski Gdynia Maritime University, PolandIskandar Ishak Universiti Putra Malaysia, MalaysiaJafar Razmara Universiti Teknologi Malaysia, Malaysia
Conference Organization XI
Jaroslaw Jankowski West Pomeranian University of Technologyin Szczecin, Poland
Jason Jung Yeungnam University, KoreaJerome Euzenat INRIA, FranceJesus Alcala-Fdez University of Granada, SpainJose Norbeto Mazon University of Alicante, SpainKamal Zamli Universiti Malaysia Pahang, MalaysiaKang-Hyun Jo University of Ulsan, KoreaKatarzyna Grzybowska Poznan University of Technology, PolandKazuhiro Kuwabara Ritsumeikan University, JapanKhairuddin Omar Universiti Kebangsaaan Malaysia, MalaysiaLian En Chai Universiti Teknologi Malaysia, MalaysiaManh Nguyen Duc ENSTA Bretagne, FranceMarcin Hajdul Institute of Logistics and Warehousing,
PolandMaria Bielikova University of Technology in Bratislava,
SlovakiaMd. Nazrul Islam Universiti Teknologi Malaysia, MalaysiaMicha�l Wozniak Wroclaw University of Technology, PolandMilena Ratajczak-Mrozek Poznan University of Economics, PolandMinh Le Hoai University of Lorraine, FranceMohd Helmy Abd Wahab Universiti Tun Hussein Onn Malaysia,
MalaysiaMohd Murtadha Mohamad Universiti Teknologi Malaysia, MalaysiaMohd Ramzi Mohd Hussain International Islamic University Malaysia,
MalaysiaMohd Saberi Mohamad Universiti Teknologi Malaysia, MalaysiaMoon II Chul Korean Institute Science and Technology,
KoreaMuhammad Khan King Saud University, Saudi ArabiaMuhamad Razib Othman Universiti Teknologi Malaysia, MalaysiaMohd Salihin Ngadiman Universiti Teknologi Malaysia, MalaysiaMuhammad Shuaib Karim Quaid-i-Azam University, MalaysiaMuhammad Suzuri Hitam Universiti Malaysia Terengganu, MalaysiaNghi Do Thanh Telecom-Bretagne, FranceNgoc Thanh Nguyen Wroclaw University of Technology, PolandNiels Pinkwart Clausthal University of Technology,
GermanyNojeong Heo Dongyang University, KoreaNoorfa Haszlinna Mustaffa Universiti Teknologi Malaysia, MalaysiaNor Azizah Ali Universiti Teknologi Malaysia, MalaysiaNor Haizan Mohamed Radzi Universiti Teknologi Malaysia, MalaysiaNor Hawaniah Zakaria Universiti Teknologi Malaysia, Malaysia
XII Conference Organization
Norazah Yusof Universiti Teknologi Malaysia, MalaysiaNorazman Ismail Universiti Teknologi Malaysia, MalaysiaOlgierd Unold Wroclaw University of Technology, PolandOndrej Krejcar University of Hradec Kralove,
Czech RepublicTrong Hai Duong Inha University, KoreaBernadetta Mianowska Wroclaw University of Technology, PolandMichal Sajkowski Poznan University of Technology, PolandRobert Susmaga Poznan University of Technology, Poland
Table of Contents – Part II
Tools and Applications
Detection of Noise in Digital Images by Using the Averaging FilterName COV . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Janusz Pawel Kowalski, Jakub Peksinski, and Grzegorz Mikolajczak
k -Means Clustering on Pre-calculated Distance-Based Nearest NeighborSearch for Image Search . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 9
Jing Yi Tou and Chun Yee Yong
A New Approach for Collaborative Filtering Based on Mining FrequentItemsets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19
Phung Do, Vu Thanh Nguyen, and Tran Nam Dung
Reduction of Training Noises for Text Classifiers . . . . . . . . . . . . . . . . . . . . . 30Rey-Long Liu
Prediction of Relevance between Requests and Web Services UsingANN and LR Models . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 40
Keyvan Mohebbi, Suhaimi Ibrahim, and Norbik Bashah Idris
A Ruled-Based Part of Speech (RPOS) Tagger for Malay TextArticles . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 50
Rayner Alfred, Adam Mujat, and Joe Henry Obit
Viable System Model in Capturing Iterative Features withinArchitectural Design Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 60
Roliana Ibrahim, Khairul Anwar Mohamed Khaidzir, andFahimeh Zaeri
Identifying Same Wavelength Groups from Twitter: A Sentiment BasedApproach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70
Rafeeque Pandarachalil and Selvaraju Sendhilkumar
An Improved Evolutionary Algorithm for Extractive TextSummarization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 78
Albaraa Abuobieda, Naomie Salim, Yogan Jaya Kumar, andAhmed Hamza Osman
Hybrid-Learning Based Data Gathering in Wireless Sensor Networks . . . 90Mohammad Abdur Razzaque, Ismail Fauzi, andAkhtaruzzaman Adnan
XIV Table of Contents – Part II
Intelligent Recommender Systems
Orienteering Problem Modeling for Electric Vehicle-Based Tour . . . . . . . . 100Junghoon Lee and Gyung-Leen Park
Integrating Social Information into Collaborative Filtering forCelebrities Recommendation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 109
Qingwen Liu, Yan Xiong, and Wenchao Huang
A Semantically Enhanced Tag-Based Music Recommendation UsingEmotion Ontology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 119
Hyon Hee Kim
A Method for Determination of an Opening Learning Scenarioin Intelligent Tutoring Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 129
Adrianna Kozierkiewicz-Hetmanska and Dariusz Zysk
Recommending QA Documents for Communities of Question-AnsweringWebsites . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 139
Duen-Ren Liu, Chun-Kai Huang, and Yu-Hsuan Chen
Using Subtree Agreement for Complex Tree Integration Tasks . . . . . . . . . 148Marcin Maleszka and Ngoc Thanh Nguyen
Data Sets for Offline Evaluation of Scholar’s Recommender System . . . . . 158Bahram Amini, Roliana Ibrahim, and Mohd Shahizan Othman
A Method for Collaborative Recommendation in Document RetrievalSystems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 168
Bernadetta Mianowska and Ngoc Thanh Nguyen
Multiple Model Approach to Machine Learning
Combining Multiple Clusterings of Chemical Structures UsingCumulative Voting-Based Aggregation Algorithm . . . . . . . . . . . . . . . . . . . . 178
Faisal Saeed, Naomie Salim, Ammar Abdo, and Hamza Hentabli
Investigation of Incremental Support Vector Regression Applied toReal Estate Appraisal . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 186
Tadeusz Lasota, Petru Patrascu, Bogdan Trawinski, andZbigniew Telec
A Descriptive Method for Generating siRNA Design Rules . . . . . . . . . . . . 196Bui Thang Ngoc, Tu Bao Ho, and Kawasaki Saori
A Space-Time Trade Off for FUFP-trees Maintenance . . . . . . . . . . . . . . . . 206Bac Le, Chanh-Truc Tran, Tzung-Pei Hong, and Bay Vo
Table of Contents – Part II XV
Adaptive Splitting and Selection Method for Noninvasive Recognitionof Liver Fibrosis Stage . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 215
Bartosz Krawczyk, Micha�l Wozniak, Tomasz Orczyk, andPiotr Porwik
Investigation of Mixture of Experts Applied to Residential PremisesValuation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 225
Tadeusz Lasota, Bartosz Londzin, Bogdan Trawinski, andZbigniew Telec
Competence Region Modelling in Relational Classification . . . . . . . . . . . . . 236Tomasz Kajdanowicz, Tomasz Filipowski,Przemys�law Kazienko, and Piotr Brodka
Engineering Knowledge and Semantic Systems
Approach to Practical Ontology Design for Supporting COTSComponent Selection Processes . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 245
Agnieszka Konys, Jaros�law W ↪atrobski, and Przemys�law Rozewski
Planning of Relocation Staff Operations in Electric Vehicle SharingSystems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 256
Junghoon Lee and Gyung-Leen Park
Thematic Analysis by Discovering Diffusion Patterns in Social Media:An Exploratory Study with TweetScope . . . . . . . . . . . . . . . . . . . . . . . . . . . . 266
Duc Nguyen Trung, Jason J. Jung, Namhee Lee, and Jinhwa Kim
A Practical Method for Compatibility Evaluation of Portable DocumentFormats . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275
Dariusz Krol and Micha�l �Lopatka
Sentiment Analysis for Tracking Breaking Events: A Case Study onTwitter . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 285
Dongjin Choi and Pankoo Kim
Computational Biology and Bioinformatics
Classification of Plantar Dermatoglyphic Patterns for the Diagnosis ofDown’s Syndrome . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295
Hubert Wojtowicz and Wieslaw Wajs
Adaptive Cumulative Voting-Based Aggregation Algorithm forCombining Multiple Clusterings of Chemical Structures . . . . . . . . . . . . . . . 305
Faisal Saeed, Naomie Salim, Ammar Abdo, and Hamza Hentabli
LINGO-DOSM: LINGO for Descriptors of Outline Shapeof Molecules . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 315
Hamza Hentabli, Naomie Salim, Ammar Abdo, and Faisal Saeed
XVI Table of Contents – Part II
Prediction of Mouse Senescence from HE-Stain Liver Images Using anEnsemble SVM Classifier . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325
Hui-Ling Huang, Ming-Hsin Hsu, Hua-Chin Lee,Phasit Charoenkwan, Shinn-Jang Ho, and Shinn-Ying Ho
Computational Intelligence
An Introduction to Yoyo Blind Man Algorithm (YOYO-BMA) . . . . . . . . . 335Mohammad Amin Soltani-Sarvestani and Shahriar Lotfi
A New Method for Job Scheduling in Two-Levels HierarchicalSystems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345
Amin Shokripour, Mohamed Othman, Hamidah Ibrahim, andShamala Subramaniam
Intelligent Water Drops Algorithm for Rough Set Feature Selection . . . . . 356Basem O. Alijla, Lim Chee Peng, Ahamad Tajudin Khader, andMohammed Azmi Al-Betar
Information-Based Scale Saliency Methods with Wavelet Sub-bandEnergy Density Descriptors . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 366
Anh Cat Le Ngo, Li-Minn Ang, Guoping Qiu, and Kah Phooi Seng
Feature Subset Selection Using Binary Gravitational Search Algorithmfor Intrusion Detection System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 377
Amir Rajabi Behjat, Aida Mustapha, Hossein Nezamabadi – pour,Md. Nasir Sulaiman, and Norwati Mustapha
Modelling and Optimization Techniques inInformation Systems, Database Systems andIndustrial Systems
Sparse Signal Recovery by Difference of Convex FunctionsAlgorithms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 387
Hoai An Le Thi, Bich Thuy Nguyen Thi, and Hoai Minh Le
DC Programming and DCA Based Cross-Layer Optimization inMulti-hop TDMA Networks . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 398
Hoai An Le Thi, Quang Thuan Nguyen, Khoa Tran Phan, andTao Pham Dinh
The Multi-flow Necessary Condition for Membership in the PedigreePolytope Is Not Sufficient- A Counterexample . . . . . . . . . . . . . . . . . . . . . . . 409
Laleh Haerian Ardekani and Tiru S. Arthanari
Table of Contents – Part II XVII
A Linear Integer Program to Reduce Air Traffic Delay in EnrouteAirspace . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 420
Ihsen Farah, Adnan Yassine, and Thierry Galinho
Intelligent Supply Chains
Modeling the Structure of Recommending Interfaces with AdjustableInfluence on Users . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 429
Jaroslaw Jankowski
Increasing Website Conversions Using Content Repetitions withDifferent Levels of Persuasion . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 439
Jaroslaw Jankowski
Virtual Collaboration in the Supply Chains – T-Scale Platform CaseStudy . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 449
Marcin Hajdul
Cooperation between Logistics Service Providers Based on CloudComputing . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 458
Arkadiusz Kawa and Milena Ratajczak-Mrozek
Applied Data Mining for Semantic Web
Discovering Missing Links in Large-Scale Linked Data . . . . . . . . . . . . . . . . 468Nam Hau, Ryutaro Ichise, and Bac Le
Effective Hotspot Removal System Using Neural Network Predictor . . . . 478Sangyoon Oh, Mun-Young Kang, and Sanggil Kang
A Case Study on Trust-Based Automated Blog RecommendationMaking . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 489
Nurul Akhmal Mohd Zulkefli, Hai Trong Duong, andBaharum Baharudin
Semantic Web and Ontology
Consensus for Collaborative Ontology-Based Vietnamese WordNetBuilding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 499
Tuong Le, Trong Hai Duong, Bay Vo, and Sanggil Kang
An Ontological Context-Aware Approach for a Dynamic BusinessProcess Formulation . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 509
Hanh Huu Hoang
XVIII Table of Contents – Part II
Integration of Information systems
SMAC - Dataflow and Storage Modeling for Remote PersonnelIdentification in Restricted Areas . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 519
Piotr Czekalski and Krzysztof Tokarz
Infrastructure vs. Access Competition in NGNs . . . . . . . . . . . . . . . . . . . . . . 529Joao Paulo Ribeiro Pereira
Conceptual Modeling in Advanced Database Systems
Modeling and Verifying DML Triggers Using Event-B . . . . . . . . . . . . . . . . . 539Hong Anh Le and Ninh Thuan Truong
A Conceptual Multi-agent Framework Using Ant Colony Optimizationand Fuzzy Algorithms for Learning Style Detection . . . . . . . . . . . . . . . . . . . 549
Ghusoon Salim Basheer, Mohd Sharifuddin Ahmad, andAlicia Y.C. Tang
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 559
Table of Contents – Part I
Innovations in Intelligent Computation andApplications -1
Intelligent Moving Objects Detection via Adaptive Frame DifferencingMethod . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1
Chun-Ming Tsai and Zong-Mu Yeh
Global Artificial Bee Colony Algorithm for Boolean FunctionClassification . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 12
Habib Shah, Rozaida Ghazali, and Nazri Mohd Nawi
Fuzzy Decision Making Based on Hesitant Fuzzy Linguistic TermSets . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 21
Li-Wei Lee and Shyi-Ming Chen
Time-Varying Mutation in Particle Swarm Optimization . . . . . . . . . . . . . . 31S. Masrom, Siti. Z.Z. Abidin, N. Omar, and K. Nasir
Extending and Formalizing Bayesian Networks by Strong RelevantLogic . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 41
Jianzhe Zhao, Ying Liu, and Jingde Cheng
Mining Multidimensional Frequent Patterns from RelationalDatabase . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 51
Yue-Shi Lee and Show-Jane Yen
A Hybrid Cloud for Effective Retrieval from Public Cloud Services . . . . . 61Yi-Hsing Chang and Jheng-Yu Chen
Innovations in Intelligent Computation andApplications -2
A New Method for Generating the Chinese News Summary Based onFuzzy Reasoning and Domain Ontology . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 70
Shyi-Ming Chen and Ming-Hung Huang
Hybrid PSO and GA for Neural Network Evolutionary in MonthlyRainfall Forecasting . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 79
Linli Jiang and Jiansheng Wu
Forecasting the TAIEX Based on Fuzzy Time Series, PSO Techniquesand Support Vector Machines . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 89
Shyi-Ming Chen and Pei-Yuan Kao
XX Table of Contents – Part I
On the Design of Neighboring Fuzzy Median Filter for Removal ofImpulse Noises . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 99
Chung-Ming Own and Chi-Shu Huang
An Elastic Net Clustering Algorithm for Non-linearly Separable Data . . . 108Chun-Wei Tsai, Chien-Hung Tung, and Ming-Chao Chiang
Anticipatory Emergency Elevator Evacuation Systems . . . . . . . . . . . . . . . . 117Kai Shi, Yuichi Goto, Zhiliang Zhu, and Jingde Cheng
A Stock Selective System by Using Hybrid Models of Classification . . . . . 127Shou-Hsiung Cheng
Intelligent Database Systems -1
An Efficient Method for Discovering Motifs in Large Time Series . . . . . . . 135Cao Duy Truong and Duong Tuan Anh
CFTL – Flash Translation Layer for Column Oriented Databases . . . . . . 146Krzysztof Kwiatkowski and Wojciech Macyna
Parallelizing the Improved Algorithm for Frequent Patterns MiningProblem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 156
Thanh-Trung Nguyen, Bach-Hien Nguyen, and Phi-Khu Nguyen
Dimensionality Reduction in Data Summarization Approach toLearning Relational Data . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 166
Chung Seng Kheau, Rayner Alfred, and Lau Hui Keng
Generating Relevant and Diverse Query Suggestions Using SparseManifold Ranking with Sink Regions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 176
Van Thanh Nguyen and Kim Anh Nguyen
Measuring Data Completeness for Microbial Genomics Database . . . . . . . 186Nurul A. Emran, Suzanne Embury, Paolo Missier,Mohd Noor Mat Isa, and Azah Kamilah Muda
Intelligent Database Systems -2
Road Traffic Prediction Using Context-Aware Random Forest Based onVolatility Nature of Traffic Flows . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 196
Narjes Zarei, Mohammad Ali Ghayour, and Sattar Hashemi
Scoring-Thresholding Pattern Based Text Classifier . . . . . . . . . . . . . . . . . . . 206Moch Arif Bijaksana, Yuefeng Li, and Abdulmohsen Algarni
Table of Contents – Part I XXI
Reference Architectures to Measure Data Completeness acrossIntegrated Databases . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 216
Nurul A. Emran, Suzanne Embury, Paolo Missier, andNorashikin Ahmad
Vietnamese Author Name Disambiguation for Integrating Publicationsfrom Heterogeneous Sources . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 226
Tin Huynh, Kiem Hoang, Tien Do, and Duc Huynh
Retrieval with Semantic Sieve . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 236Julian Szymanski, Henryk Krawczyk, and Marcin Deptu�la
GAB-EPA: A GA Based Ensemble Pruning Approach to TackleMulticlass Imbalanced Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 246
Lida Abdi and Sattar Hashemi
Intelligent Information Systems -1
Performance of Different Techniques Applied in Genetic Algorithmtowards Benchmark Functions . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 255
Seng Poh Lim and Habibollah Haron
A Runge-Kutta Method with Lower Function Evaluations for SolvingHybrid Fuzzy Differential Equations . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 265
Ali Ahmadian, Mohamed Suleiman, Fudziah Ismail,Soheil Salahshour, and Ferial Ghaemi
A Hybrid PSO-FSVM Model and Its Application to ImbalancedClassification of Mammograms . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 275
Hussein Samma, Chee Peng Lim, and Umi Kalthum Ngah
QTCP: An Approach for Exploring Inter and Intra ProtocolsFairness . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 285
Barkatullah Qureshi, Mohamed Othman,Shamala K. Subramaniam, and Nor Asila Wati
Analyzing Hemagglutinin Genes of Human H5N1 Virus by LinearNeighborhood Embedding . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 295
Wei-Chen Cheng
The VHO Project: A Semantic Solution for Vietnamese History SearchSystem . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 304
Dang-Hung Phan and Tuan-Dung Cao
Spam E-Mail Classification Based on the IFWB Algorithm . . . . . . . . . . . . 314Chichang Jou
XXII Table of Contents – Part I
Meta Search Models for Online Forum Thread Retrieval: Research inProgress . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 325
Ameer Tawfik Albaham and Naomie Salim
Ensemble of Diversely Trained Support Vector Machines for ProteinFold Recognition . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 335
Abdollah Dehzangi and Abdul Sattar
Intelligent Information Systems -2
Protein Fold Recognition Using Segmentation-Based Feature ExtractionModel . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 345
Abdollah Dehzangi and Abdul Sattar
Realtime Pointing Gesture Recognition and Applications in Multi-userInteraction . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 355
Hoang-An Le, Khoi-Nguyen C. Mac, Truong-An Pham, andMinh-Triet Tran
Multi-domain Public Key Infrastructure for Information Security withUse of a Multi-Agent System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 365
Nilar Aye, Hlaing Su Khin, Toe Toe Win, Tayzar KoKo,MoMo Zin Than, Fumio Hattori, and Kazuhiro Kuwabara
Using Bees Hill Flux Balance Analysis (BHFBA) for in silico MicrobialStrain Optimization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 375
Yee Wen Choon, Mohd Saberi Bin Mohamad, Safaai Deris,Rosli Md. Illias, Lian En Chai, and Chuii Khim Chong
Multiple Gene Sets for Cancer Classification Using Gene RangeSelection Based on Random Forest . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 385
Kohbalan Moorthy, Mohd Saberi Bin Mohamad, and Safaai Deris
Ubiquitous Positioning: Integrated GPS/Wireless LAN Positioning forWheelchair Navigation System . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 394
Wan Mohd Yaakob Wan Bejuri,Wan Mohd Nasri Wan Muhamad Saidin,Mohd Murtadha Bin Mohamad, Maimunah Sapri, andKah Seng Lim
Correctness of Solving Query-Answering Problems Using SatisfiabilitySolvers . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 404
Kiyoshi Akama and Ekawit Nantajeewarawat
Identifying Minimal Genomes and Essential Genes in Metabolic ModelUsing Flux Balance Analysis . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 414
Abdul Hakim Mohamed Salleh, Mohd Saberi Mohamad,Safaai Deris, and Rosli Md. Illias
Table of Contents – Part I XXIII
A New Data Hiding Scheme for Small Blocks of Twelve Pixels onBinary Images by Module Approach . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 424
Phan Trung Huy, Nguyen Hai Thanh, Le Quang Hoa, andDo Van Tuan
Intelligent Information Systems -3
Runtime Verification of Multi-agent Systems Interaction Quality . . . . . . . 435Najwa Abu Bakar and Ali Selamat
Bounds on Lengths of Real Valued Vectors Similar with Regard to theTanimoto Similarity . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 445
Marzena Kryszkiewicz
A Quadratic Algorithm for Testing of Z -Codes . . . . . . . . . . . . . . . . . . . . . . 455Nguyen Dinh Han, Dang Quyet Thang, and Phan Trung Huy
Designing an Intelligent Problems Solving System Based on Knowledgeabout Sample Problems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 465
Nhon V. Do, Hien D. Nguyen, and Thanh T. Mai
Semantic Representation and Search Techniques for DocumentRetrieval Systems . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 476
VanNhon Do, ThanhThuong T. Huynh, and TruongAn PhamNguyen
Opposition Differential Evolution Based Method for TextSummarization . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 487
Albaraa Abuobieda, Naomie Salim, Yogan Jaya Kumar, andAhmed Hamza Osman
An Introduction to Ontology Based Structured Knowledge BaseSystem: Knowledge Acquisition Module . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 497
Marek Krotkiewicz and Krystian Wojtkiewicz
Comparison of Gene Co-expression Networks and Bayesian Networks . . . 507Saurabh Nagrecha, Pawan J. Lingras, and Nitesh V. Chawla
Author Index . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 517