Advances in Intelligent Systems and Computing

Transcription

1 Advances in Intelligent Systems and Computing Volume 326 Series editor Janusz Kacprzyk, Polish Academy of Sciences, Warsaw, Poland

2 About this Series The series Advances in Intelligent Systems and Computing contains publications on theory, applications, and design methods of Intelligent Systems and Intelligent Computing. Virtually all disciplines such as engineering, natural sciences, computer and information science, ICT, economics, business, e-commerce, environment, healthcare, life science are covered. The list of topics spans all the areas of modern intelligent systems and computing. The publications within Advances in Intelligent Systems and Computing are primarily textbooks and proceedings of important conferences, symposia and congresses. They cover significant recent developments in the field, both of a foundational and applicable character. An important characteristic feature of the series is the short publication time and world-wide distribution. This permits a rapid and broad dissemination of research results. Advisory Board Chairman Nikhil R. Pal, Indian Statistical Institute, Kolkata, India nikhil@isical.ac.in Members Rafael Bello, Universidad Central Marta Abreu de Las Villas, Santa Clara, Cuba rbellop@uclv.edu.cu Emilio S. Corchado, University of Salamanca, Salamanca, Spain escorchado@usal.es Hani Hagras, University of Essex, Colchester, UK hani@essex.ac.uk László T. Kóczy, Széchenyi István University, Győr, Hungary koczy@sze.hu Vladik Kreinovich, University of Texas at El Paso, El Paso, USA vladik@utep.edu Chin-Teng Lin, National Chiao Tung University, Hsinchu, Taiwan ctlin@mail.nctu.edu.tw Jie Lu, University of Technology, Sydney, Australia Jie.Lu@uts.edu.au Patricia Melin, Tijuana Institute of Technology, Tijuana, Mexico epmelin@hafsamx.org Nadia Nedjah, State University of Rio de Janeiro, Rio de Janeiro, Brazil nadia@eng.uerj.br Ngoc Thanh Nguyen, Wroclaw University of Technology, Wroclaw, Poland Ngoc-Thanh.Nguyen@pwr.edu.pl Jun Wang, The Chinese University of Hong Kong, Shatin, Hong Kong jwang@mae.cuhk.edu.hk More information about this series at

3 Viet-Ha Nguyen Anh-Cuong Le Van-Nam Huynh Editors Knowledge and Systems Engineering Proceedings of the Sixth International Conference KSE 2014 ABC

4 Editors Viet-Ha Nguyen Faculty of Information Technology VNU University of Engineering and Technology Hanoi Vietnam Van-Nam Huynh School of Knowledge Science Japan Advanced Institute of Science and Technology Nomi, Ishikawa Japan Anh-Cuong Le Faculty of Information Technology VNU University of Engineering and Technology Hanoi Vietnam ISSN ISSN (electronic) ISBN ISBN (ebook) DOI / Library of Congress Control Number: Springer Cham Heidelberg New York Dordrecht London c Springer International Publishing Switzerland 2015 This work is subject to copyright. All rights are reserved by the Publisher, whether the whole or part of the material is concerned, specifically the rights of translation, reprinting, reuse of illustrations, recitation, broadcasting, reproduction on microfilms or in any other physical way, and transmission or information storage and retrieval, electronic adaptation, computer software, or by similar or dissimilar methodology now known or hereafter developed. Exempted from this legal reservation are brief excerpts in connection with reviews or scholarly analysis or material supplied specifically for the purpose of being entered and executed on a computer system, for exclusive use by the purchaser of the work. Duplication of this publication or parts thereof is permitted only under the provisions of the Copyright Law of the Publisher s location, in its current version, and permission for use must always be obtained from Springer. Permissions for use may be obtained through RightsLink at the Copyright Clearance Center. Violations are liable to prosecution under the respective Copyright Law. The use of general descriptive names, registered names, trademarks, service marks, etc. in this publication does not imply, even in the absence of a specific statement, that such names are exempt from the relevant protective laws and regulations and therefore free for general use. While the advice and information in this book are believed to be true and accurate at the date of publication, neither the authors nor the editors nor the publisher can accept any legal responsibility for any errors or omissions that may be made. The publisher makes no warranty, express or implied, with respect to the material contained herein. Printed on acid-free paper Springer is part of Springer Science+Business Media (

5 Preface This volume contains papers presented at the Sixth International Conference on Knowledge and Systems Engineering (KSE 2014), which was held in Hanoi, Vietnam, during 9 11 October, The conference was organized by University of Engineering and Technology, Vietnam National University, Hanoi. The principal aim of KSE Conference is to bring together researchers, academics, practitioners and students in order to not only share research results and practical applications but also to foster collaboration in research and education in Knowledge and Systems Engineering. This year we received a total of 97 submissions. Each of which was peer reviewed by at least two members of the Program Committee. Finally, there are 51 regular papers chosen beside 3 invited papers for presentation at KSE 2014 and publication in the proceedings. Besides the main track, the conference featured four special sessions focusing on specific topics of interest. The kind cooperation of Marie Christine Ho Ba Tho, Tien Tuan Dao, Sabine Bensamoun, Catherine Marque, Dang Hung Tran, Kenji Satou, Thanh-Phuong Nguyen, Jiuyong Li, Tzung-Pei Hong, Bac Le, Bay Vo, Akira Shimazu, Minh L. Nguyen in organizing these special sessions is highly appreciated. We would like to express our appreciation to all the members of the Program Committee for their support and cooperation. We also wish to thank all the authors and participants for their contributions and fruitful discussions that made this conference a success. Hanoi, Vietnam October 2014 Viet-Ha Nguyen Anh-Cuong Le Van-Nam Huynh

6 Organization General Chairs Nguyen Ngoc Binh, Vietnam Sadaaki Miyamoto, Japan Program Chairs Huynh Van Nam, Japan Nguyen Viet Ha, Vietnam Program Committee Akira Shimazu, Japan Anh Cuong Le, Vietnam Bay Vo, Vietnam Boontawee Suntisrivaraporn, Thailand Bui Hung, Vietnam Catherine Faron Zucker, France Churn-Jung Liau, Taiwan Cuong Nguyen, Vietnam Dang Hung Tran, Vietnam Duc Dung Nguyen, Vietnam Gabriele Kern-Isberner, Germany Hiep Xuan Huynh, Vietnam Hieu Vo, Vietnam Hoai Nguyen Xuan, Vietnam Hoang Truong, Vietnam Huu Hanh Hoang, Vietnam Ioannis Parissis, France Jing Liu, China Kenji Satou, Japan Khoat Than, Japan Lam Bui, Vietnam Lam Thu Bui, Vietnam Le Duy Thuc, Australia Le Hoai Bac, Vietnam Long-Thanh Ngo, Vietnam Mai Tran, Vietnam Marie Christine Ho Ba Tho, France Marie-Helene Abel, France Martin Steffen, Norway Masahiro Inuiguchi, Japan Mina Ryoke, Japan Minh Pham, Japan Ngoc-Thanh Nguyen, Poland Nguyen Le Minh, Japan

7 VIII Nguyen Phuong-Thai, Vietnam Ninh Thuan Truong, Vietnam Noboru Takagi, Japan Peng-Yeng Yin, Taiwan Pham Ngoc Hung, Vietnam Phan Minh Dung, Thailand Phuong Le-Hong, Vietnam Quang Anh Tran, Vietnam Quang Uy Nguyen, Ireland Quang-Huy Nguyen, France Randy Ribler, Japan Sadaaki Miyamoto, Japan Sébastien Destercke, France Serge Stinckwich, Vietnam Si Quang Le, United Kingdom Son Doan, Japan Son Bao Pham, Vietnam Thai Phuong Nguyen, Vietnam Thanh Duc Ngo, Vietnam The Dung Luong, Vietnam Organization The Duy Bui, Vietnam Thi Minh Huyen Nguyen, Vietnam Thierry Denoeux, France Tho Quan, Vietnam Luu Thuy Ngan Nguyen, Vietnam Tien-Tuan Dao, France Tri Thanh Nguyen, Vietnam Tru Cao, Vietnam Tsutomu Fujinami, Japan Tzung-Pei Hong, Taiwan Van Nam Huynh, Japan Venkatesh R, India Viet Ha Nguyen, Vietnam Vinh Le, Vietnam Wei-Ngan Chin, Singapore Xuan-Bach Ngo, Japan Xuan-Hieu Phan, Vietnam Yasuo Kudo, Japan Yasushi Kiyoki, Japan

8 Contents Part I: Keynote Addresses Evidential Probabilities for Rough Set in a Case of Competitiveness Hamido Fujita, Yu-Chien Ko IntervalAnalysisforDecisionAiding Masahiro Inuiguchi Agent Communication and Belief Change Satoshi Tojo Part II: KSE 2014 Main Track Discriminative Prediction of Enhancers with Word Combinations as Features Pham Viet Hung, Tu Minh Phuong Improving Acoustic Model for Vietnamese Large Vocabulary Continuous Speech Recognition System Using Deep Bottleneck Features Quoc Bao Nguyen, Tat Thang Vu, Chi Mai Luong DFTBC: Data Fusion and Tree-Based Clustering Routing Protocol for Energy-EfficientinWirelessSensorNetworks Nguyen Duy Tan, Nguyen Dinh Viet NaturalLanguageProcessingforSocialEventClassification Duc-Duy Nguyen, Minh-Son Dao, Truc-Vien T. Nguyen An Effective NMF-Based Method for Supervised Dimension Reduction Ngo Van Linh, Nguyen Kim Anh, Khoat Than

9 X Contents Facial Expression Recognition Using Pyramid Local Phase QuantizationDescriptor Anh Vo, Ngoc Quoc Ly A Community-Based Vietnamese Question Answering System Quan Hung Tran, Nien Dinh Nguyen, Kien Duc Do, Thinh Khanh Nguyen, Dang Hai Tran, Minh Le Nguyen, Son Bao Pham TowardaRule-BasedSynthesisofVietnameseEmotionalSpeech Thi Duyen Ngo, Masato Akagi, The Duy Bui EasySearch: Finding Relevant Functions Based on API Documentation Dinh Huy Tran, Hua Phung Nguyen, Duy Hanh Le A Fast Method for Motif Discovery in Large Time Series Database under Dynamic Time Warping Cao Duy Truong, Duong Tuan Anh A Novel Test Data Generation Approach Based Upon Mutation Testing by Using Artificial Immune System for Simulink Models Le Thi My Hanh, Nguyen Thanh Binh, Khuat Thanh Tung A Priority-Based Flow Control Method for Multimedia Data in Multi-hopWirelessAdhocNetworks Ngo Hai Anh, Nguyen Tien Lan, Pham Thanh Giang UsingAttributeRelationshipsforPersonRe-Identification Ngoc-Bao Nguyen, Vu-Hoang Nguyen, Thanh Ngo Duc, Duy-Dinh, Duc Anh Duong ContingentInformation:AFour-ValuedApproach Seiki Akama, Jair Minoro Abe, Kazumi Nakamatsu On Automating Inference of OCL Constraints from Counterexamples andexamples Duc-Hanh Dang, Jordi Cabot Improving Text-Based Image Search with Textual and Visual Features Combination Xuan-Son Vu, Thanh Vu, Huong Nguyen, Quang-Thuy Ha Cloud Detection Algorithm for LandSat 8 Image Using Multispectral Rules and Spatial Variability Duc Chuc Man, Viet Hung Luu, Van Thang Hoang, Quang Hung Bui, Thi Nhat Thanh Nguyen BinaryHybridParticleSwarmOptimizationwithWaveletMutation Quang-Anh Tran, Quan Dang Dinh, Frank Jiang

10 Contents XI CollaborativeFilteringbyCo-TrainingMethod Tran Nhat Quang, Do Thi Lien, Nguyen Duy Phuong Fast K-Means Clustering for Very Large Datasets Based on MapReduceCombinedwithaNewCuttingMethod Duong Van Hieu, Phayung Meesad Neural Networks with Hidden Markov Models in Skeleton-Based GestureRecognition Hai-Son Le, Ngoc-Quan Pham, Duc-Dung Nguyen SemanticRegionsRecognitioninUAVImagesSequence Stéphane Lathuilière, Hai Vu, Thi-Lan Le, Thanh-Hai Tran, Dinh Tan Hung Fast Optimization of the Pattern Shapes in Board Games with SimulatedAnnealing Huy Nguyen, Simon Viennot, Kokolo Ikeda Modelling Timed Concurrent Systems Using Activity Diagram Patterns Étienne André, Christine Choppy, Thierry Noulamo SigVer3D: Accelerometer Based Verification of 3-D Signatures on MobileDevices Nguyen Ngoc Diep, Cuong Pham, Tu Minh Phuong New Mechanism of Combination Crossover Operators in Genetic AlgorithmforSolvingtheTravelingSalesmanProblem Pham Dinh Thanh, Huynh Thi Thanh Binh, Bui Thu Lam A Hybrid Gravitational Search Algorithm and Back-Propagation for TrainingFeedforwardNeuralNetworks Quang Hung Do Efficient Palmprint Search Based on Database Clustering for Personal Identification Hoang Thien Van, Thai Hoang Le Improving Table of Contents Recognition Using Layout-Based Features Phuc Tri Nguyen, Dang Tuan Nguyen PredictingthePopularityofSocialCuration Binh Thanh Kieu, Ryutaro Ichise, Son Bao Pham

11 XII Contents Parameter Learning for Statistical Machine Translation Using CMA-ES Viet-Hong Tran, Anh-Tuan Pham, Vinh-Van Nguyen, Hoai-Xuan Nguyen, Huy-Quang Nguyen Interacting with AutoMed-DM through Layers of Modelling Abstractions:AHierarchical,Event-DrivenDesign Duc Minh Le Human Action Recognition Using 2DPCA-DMM Representation and GA-SVMinDepthSequences Vo Hoai Viet, Ly Quoc Ngoc, Tran Thai Son AStudyofFeatureCombinationinGestureRecognitionwithKinect Ngoc-Quan Pham, Hai-Son Le, Duc-Dung Nguyen, Truong-Giang Ngo Formalising Concurrent UML State Machines Using Coloured Petri Nets Étienne André, Mohamed Mahdi Benmoussa, Christine Choppy EmotionalFacialExpressionAnalysisintheTimeDomain Thi Duyen Ngo, Thi Chau Ma, The Duy Bui An Efficient Method for Automated Generating Models of Component-BasedSoftware Hoang-Viet Tran, Chi-Luan Le, Quang-Trung Nguyen, Pham Ngoc Hung ALightweightFormalApproachforComponentReuse Khai T. Huynh, Thang H. Bui, Tho T. Quan Part III: KSE 2014 Special Sessions Dynamic Behavior of Uterine Contractions: An Approach Based on SourceLocalizationandMultiscaleModeling Catherine Marque, Ahmad Diab, Jérémy Laforêt, Mahmoud Hassan, Brynjar Karlsson Improving the Operability of Personal Health Record System by DynamicDictionaryConfigurationforOCR Atsuo Yoshitaka, Shinobu Chujyou, Hiroshi Kato Real-Time Rehabilitation System of Systems for Monitoring the BiomechanicalFeedbacksoftheMusculoskeletalSystem Tien Tuan Dao, Philippe Pouletaut, Didier Gamet, Marie Christine Ho Ba Tho

12 Contents XIII Uncertainty Modeling and Propagation inmusculoskeletalmodeling Tien Tuan Dao, Marie Christine Ho Ba Tho A Comparative Study of Classification-Based Machine Learning MethodsforNovelDiseaseGenePrediction Duc-Hau Le, Nguyen Xuan Hoai, Yung-Keun Kwon AnEfficientAntColonyAlgorithmforDNAMotifFinding Hoang X. Huan, Duong T.A. Tuyet, Doan T.T. Ha, Nguyen T. Hung EntityLinkingforVietnameseTweets Duy K. Van, Huy M. Huynh, Hien T. Nguyen, Vinh T. Vo UsingLargeN-gramforVietnameseSpellChecking Nguyen Thi Xuan Huong, Tran-Thai Dang, The-Tung Nguyen, Anh-Cuong Le Automatically Learning Patterns in Subjectivity Classification for Vietnamese Tran-Thai Dang, Nguyen Thi Xuan Huong, Anh-Cuong Le, Van-Nam Huynh Question Analysis for a Community-Based Vietnamese Question AnsweringSystem Quan Hung Tran, Minh Le Nguyen, Son Bao Pham UsingDependencyAnalysistoImproveQuestionClassification Phuong Le-Hong, Xuan-Hieu Phan, Tien-Dung Nguyen Unequal Clustering Formation Based on Bat Algorithm for Wireless SensorNetworks Trong-The Nguyen, Chin-Shiuh Shieh, Mong-Fong Horng, Truong-Giang Ngo, Thi-Kien Dao A New Approach to Multi-variable Fuzzy Forecasting Using Picture FuzzyClusteringandPictureFuzzyRuleInterpolationMethod Pham Huy Thong, Le Hoang Son AuthorIndex