IEEE Catalog Number: ISBN:

CFP09FUZ-PRT 978-1-4244-3596-8

2009 IEEE International Conference on Fuzzy Systems (FUZZ 2009)

Jeju Island, Korea 20 – 24 August 2009

Pages 1-725

VIII

Table of Contents A01: Adaptive, Hierarchical, Evolutionary, Neural and Nature-Inspired Systems I 1. A Hypothalamic and Piagetian Fuzzy Inference System: Htpfis ……………………………………………...1

Eng Yeow Cheu, See Kiong Ng, Chai Quek 2. Robust Adaptive Fuzzy Control for Nonlinear Uncertain Systems with Unknown Dead-Zone and

Unknown Upper Bound of Uncertainties ……………………………………………………………………….7 Chih-Lyang Hwang, Chiang-Cheng Chiang, Wei-Yu Chen

3. RSFCMAC: A Novel Rough Set-Based Rule Reduction Approach for Fuzzy CMAC Architecture

with Yager-Inference-Scheme ………………………………………………………………………………….13 Ngoc Nam Nguyen, Chai Quek

4. Categorization of News Articles Using Neural Text Categorizer ……………………………………………19

Taeho Jo A02: Adaptive, Hierarchical, Evolutionary, Neural and Nature-Inspired Systems II 1. An Adaptive History Network Method to Improve the Genetic Optimization of Pattern

Recognition Systems …………………………………………………………………………………………….23 Dequan Ko, Richard J. Oentaryo, Michel Pasquier

2. Bacterial Foraging with Quorum Sensing Based Optimization Algorithm ………………………………....29

Jae Hoon Cho, Jin il Park, Ji Seok Jeong, Myung Geun Chun 3. On Multivariate Genetic Systems ……………………………………………………………………………...35

Marco Carpentieri 4. Gender Classification with Cortical Thickness Measurement from Magnetic Resonance Imaging by

Using Feature Selection Method Based on Evolving Hypernetwork ………………………………………...41 Jung-Woo Ha, Joon Hwan Jang, Do-Hyung Kang, Wi Hoon Jung, Jun Soo Kwon, Byoung-Tak Zhang

5. Evolutionary Hypernetworks for Learning to Generate Music from Examples …………………………...47

Hyun-Woo Kim, Byoung-Hee Kim, Byoung-Tak Zhang B01: Hybrid Systems of Computational Intelligence Techniques I 1. A Novel Dual Neuro-Fuzzy System Approach for Large-Scale Knowledge Consolidation ………………..53

Richard J. Oentaryo, Michel Pasquier 2. An Artificial Fish Swarm Algorithm for Steiner Tree Problem ……………………………………………..59

Xuan Ma, Qing Liu 3. Development of Ideal Analytic Hierarchy Process - Application of Power Quality ………………………..64

Buhm Lee, Kyoung Min Kim B02: Hybrid Systems of Computational Intelligence Techniques II 1. A Novel Adaptive Fuzzy Load Balancer for Heterogeneous LAM/MPI Clusters Applied to

Evolutionary Learning in Neuro-Fuzzy Systems ……………………………………………………………...68

IX

V. Mehar Swarup, Achint Setia, Satish Kumar, Lotika Singh 2. ACPOP: Ambiguity Correction-Based Pseudo-Outer-Product Fuzzy Rule Identification Algorithm ……74

Javan Tan, Chai Quek 3. T2-Hyfis-Yager: Type 2 Hybrid Neural Fuzzy Inference System Realizing Yager Inference ……………..80

Sau Tung, Chai Quek, Cuntai Guan 4. Learning Flexible Structured Linguistic Fuzzy Rules for Mamdani Fuzzy Systems ………………………86

Ning Xiong 5. A Vulnerability Recommendation System in Linux Kernel Variables ……………………………………...92

Jaekwang Kim, Bo Kyeong Kim, Seunghun Lee, Jee-Hyong Lee CD: Fuzzy Systems and Internet Applications / Kansei, Human-Machine Interface, Brain-Machine Interface 1. Study on Analysis of Questionnaire Data Based on Interactive Clustering ………………………………...98

Yosuke Watanabe, Tomohiro Yoshikawa, Takeshi Furuhashi 2. Fuzzy-Spray: Efficient Routing in Delay Tolerant Ad-hoc Network Based on

Fuzzy Decision Mechanism ……………………………………………………………………………………104 Akadet Mathurapoj, Chotipat Pornavalai, Goutam Chakraborty

3. Nonnative Speech Recognition Based on Bilingual Model Modification …………………………………..110

Qingqing Zhang, Jielin Pan¸ Shui-duen Chan, Yonghong Yan 4. Fuzzy Approach for the Evaluation of Trust and Reputation of Services …………………………………115

Simone A. Ludwig, Venkat Pulimi, Andriy Hnativ E01: Fuzzy Image, Speech and Signal Processing, Vision and Multimedia I 1. An Intelligent Video Streaming Technique in Zigbee Wireless …………………………………………….121

Hassan B Kazemian 2. Vacant Parking Space Detector for Outdoor Parking Lot by Using Surveillance Camera and

FCM Classifier …………………………………………………………………………………………………127 Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu, Tatsuya Katada, Makoto Fujiyoshi

3. Fuzzifying Images Using Fuzzy Wavelet Denoising …………………………………………………………135

Giovanni Palma, Isabelle Bloch, Serge Muller, R˘Azvan Iordache 4. Video Transmission over IEEE 802.15.1 Standard Using Neural-Fuzzy …………………………………..141

Guillaume F. Remy, Hassan B. Kazemian 5. Vision Based Ego-Motion Estimation for Robot Systems by Type-2 Fuzzy Sets ………………………….147

Tae-Koo Kang, Huazhen Zhang, Gwi-Tae Park E02: Fuzzy Image, Speech and Signal Processing, Vision and Multimedia II 1. Fuzzy Generalized Hough Transform Invariant to Rotation and Scale in Noisy Environment ………….153

Hamid Izadinia, Fereshteh Sadeghi, Mohammad Mehdi Ebadzadeh 2. Music Copyright Protection System Using Fuzzy Similarity Measure for

Music Phoneme Segmentation ………………………………………………………………………………...159

X

Kwang-Ho Kim, Minkyu Lim, Ji-Hwan Kim 3. Text Extraction from Degraded Document Image Independent of Character Color Based on

MAP-MRF Approach …………………………………………………………………………………………165 Hideaki Kawano, Hideaki Orii, Hiroshi Maeda, Norikazu Ikoma

4. Fingerprint Classification Using the Stochastic Approach of Ridge Direction Information ……………..169

Hye-Wuk Jung, Jee-Hyong Lee F: Industrial, Financial, and Medical Applications 1. Type-1 OWA Operator Based Non-Stationary Fuzzy Decision Support Systems for

Breast Cancer Treatments …………………………………………………………………………………….175 Shang-Ming Zhou, Jonathan Garibaldi, Francisco Chiclana, Robert John, Xiao-Ying Wang

2. Vendor Selection Using Fuzzy C Mean Algorithm and Analytic Hierarchy Process ……………………..181

M. S. Q. Zulkar Nine, Md. A. K. Khan, Mahedi Hasanul Hoque, Mohammad Ameer Ali, Nikhil C. Sil, Golam Sorwar 3. Unidimentional Fuzzy Pain Intensity Scale ………………………………………………………………….185

Ernesto Araujo, Susana Abe Miyahira G01: Fuzzy Control and Robotics, Sensors, Fuzzy Hardware, Fuzzy Architectures I 1. Relaxed LMI-Based Stability Conditions for Takagi-Sugeno Fuzzy Control Systems Using

Regional Membership-Function-Shape-Dependent Analysis Approach …………………………………..191 Mohammad Narimani, Hak-Keung Lam

2. Tracking-Error Model-Based PDC Control for Mobile Robots with Acceleration Limits ……………….197

El-Hadi Guechi, Jimmy Lauber, Michel Dambrine, Saso Blazic, Gregor Klancar 3. SOS-Based Stability Analysis of Takagi-Sugeno Fuzzy Control Systems via Polynomial

Membership Functions ………………………………………………………………………………………..203 Mohammad Narimani, Hak-Keung Lam

4. A Fuzzy Decentralized Sliding-Mode Robust Adaptive under-Actuated Control for

Autonomous Dynamic Balance of an Electrical Bicycle …………………………………………………….209 Chih-Lyang Hwang, Hsiu-Ming Wu, Ching-Long Shih

5. Seismic Response Control of a Large Civil Structure Equipped with Magnetorheological Dampers …...215

Yeesock Kim, Reza Langari, Stefan Hurlebaus 6. Relaxed Stability Conditions for Discrete-Time Fuzzy-Model-Based Control Systems …………………..221

Ginny Y. Wong, Frank H. Leung, Hak-Keung Lam G02: Fuzzy Control and Robotics, Sensors, Fuzzy Hardware, Fuzzy Architectures II 1. Development of an IDS Hardware Unit for Real-Time Learning Applications …………………………...227

Masayuki Murakami, Nakaji Honda 2. Sum-of-Squares-Based Stability Analysis of Polynomial Fuzzy-Model-Based Control Systems ………...234

H.K. Lam, Mohammad Narimani 3. Decentralized Fuzzy Controller for Nonlinear Interconnected Systems with Missing Measurements …..240

Geun Bum Koo, Jin Bae Park, Young Hoon Joo, Se Jin Kim

XI

4. Fuzzy Inference Based Subjective Material-Recognition System Employing a Multi-Modal Tactile Sensor …………………………………………………………………………………245 Chikara Sonoda, Tsutomu Miki, Yayoi Tateishi

5. H∞ Sensor Faults Estimation for T-S Models Using Descriptor Techniques:

Application to Fault Diagnosis ………………………………………………………………………………..251 Bouattour Maha, Chadli Mohammed, El Hajjaji Ahmed, Chaabane Mohamed

H: Fuzzy Optimization and Design, Decision Analysis and Support 1. Robust Portfolio Selection Using Interval Random Programming ………………………………………...256

Wei Chen, Shaohua Tan 2. Experimental Studies on Timing and Memory Usages of Concurrent Fuzzy Control Applications …….261

Chantana Phongpensri, Krisana Sripanomwan 3. A Portfolio Selection Problem with Type-2 Fuzzy Return Based on Possibility Measure and

Interval Programming ………………………………………………………………………………………...267 Hasuike Takashi, Ishii Hiroaki

4. Fuzzy Multi-Objective Portfolio Selection Model with Transaction Costs ………………………………...273

Yang Zhang, Xiang Li, Hau San Wong, Lirong Tan 5. A Discussion on Consistency Test in Fuzzy AHP ……………………………………………………………279

Morteza Mahmoudzade, Ali Reza Bafandeh 6. Fuzzy-State Q-Learning-Based Human Behavior Suggestion System in Intelligent Sweet Home ……….283

Sunha Bae, Sang Wan Lee, Yong Soo Kim, Zeungnam Bien 7. Semi-Supervised OWA Aggregation for Link-Based Similarity Evaluation and Alias Detection ……….288

Tossapon Boongoen, Qiang Shen I01: Fuzzy Systems Design, Modeling, Identification, Fault Detection I 1. Nonlinear Identification and Adaptive Control Based on Self-Structuring Fuzzy Systems ……………...294

Ruiyun Qi, Xuelian Yao 2. iDEVS: New Method to Study Inaccurate Systems …………………………………………………………300

Paul-Antoine Bisgambiglia, Emmanuelle de Gentili, Paul Bisgambglia, Jean-Francois Santucci 3. TSK Fuzzy Model Using Kernel-Based Fuzzy C-Means Clustering ……………………………………….308

Qianfeng Cai, Wei Liu 4. Stability Analysis of Continuous-Time Recurrent Fuzzy Systems …………………………………………313

Andreas Schwung, Thomas Gussner, Juergen Adamy 5. A Simple Adaptive Fuzzy Control for a Class of Strict-Feedback SISO Systems ………………………...319

Tie-shan Li 6. Optimization of Multiple Model Fuzzy Systems Using RCGKA and Their Application …………………325

Young-Keun Bang, Chul-Heui Lee I02: Fuzzy Systems Design, Modeling, Identification, Fault Detection II 1. Elgasir: An Algorithm for Creating Fuzzy Regression Trees ………………………………………………332

Fathi Gasir, Zuhair Bandar, Keeley Crockett

XII

2. Fuzzy Impulsive Control with Application to Chaos Control ….…………………………………………...338

Iman Zamani, Masoud Shafie 3. Particle Swarm Optimization with Turbulence (PSOT) Applied to Thermal-Vacuum Modelling ……...344

Ernesto Araujo, Fernando P. A. Araujo, Jose C. Becceneri, Haroldo F. Campos Velho 4. Single-Input Single-Output Convex Fuzzy System as Universal Approximator of Single-Input

Single-Output Convex Function ………………………………………………………………………………350 Jinwook Kim, Jin S. Lee

5. Online Identification of a Neuro-Fuzzy Model through Indirect Fuzzy Clustering of Data Space ………356

Ahmad Kalhor, Babak N. Araabi, Caro Lucas 6. Fuzzy Affine Impulsive Controller …………………………………………………………………………...361

Iman Zamani, Masoud Shafie 7. A Mamdani-Takagi-Sugeno Based Linguistic Neural-Fuzzy Inference System for

Improved Interpretability-Accuracy Representation ……………………………………………………….367 Whye Loon Tung, Chai Quek

J01: Fuzzy Data Analysis - Clustering and Classifiers, Pattern Recognition, Bio-Informatics I 1. Improving the Performance of Fuzzy Clustering Algorithms through Outlier Identification …………...373

Prabhjot Kaur, Anjana Gosain 2. A Robust Segmentation Method for the AFCM-MRF Model in Noisy Image …………………………….379

Simon Chi FungTam, Chung Chu Leung, Wai Kin Tsui 3. Block Fuzzy K-Modes Clustering Algorithm ………………………………………………………………..384

Miin-Shen Yang, Chih-Ying Lin 4. On Fuzzy Cluster Validity Indices for the Objects of Mixed Features …………………………………….390

Mahnhoon Lee 5. Clustering Large Data sets Based on Data Compression Technique and Weighted Quality Measures …396

Minyar Sassi, Amel Grissa J02: Fuzzy Data Analysis - Clustering and Classifiers, Pattern Recognition, Bio-Informatics II 1. Improvement of the Fuzzy C-Means Clustering Algorithm with Adaptive Learning of

the Dissimilarities among Categorical Feature Values ……………………………………………………...403 Mahnhoon Lee

2. A Generalized Spatial Fuzzy C-Means Algorithm for Medical Image Segmentation …………………….409

Huynh Luong, Jong-Myon Kim 3. A New Fuzzy Rule-Based Initialization Method for K-Nearest Neighbor Classifier ……………………...415

Teck Wee Chua, Woei Wan Tan 4. Generalized Kernel Fuzzy Clustering Model ………………………………………………………………...421

Mika Sato-Ilic, Shota Ito, Shota Takahashi 5. Segmentation in MRI of Ophthalmology Using a Robust-Type Clustering Algorithm …………………..427

XIII

Wen-Liang Hung, Miin-Shen Yang, De-Hua Chen J03: Fuzzy Data Analysis - Clustering and Classifiers, Pattern Recognition, Bio-Informatics III 1. Fuzzy SVM for Noisy Data: A Robust Membership Calculation Method …………………………………431

Gyeongyong Heo, Paul Gader 2. Fuzzy Set-Based Microarray Data Analysis Techniques for Interesting Block Identification …………...437

Keon Myung Lee, Kyung Soon Hwang, Chan Hee Lee 3. Permutation Clustering Using the Proximity Matrix ……………………………………………………….441

Roelof Brouwer 4. A New Design Method for Linguistically Understandable Fuzzy Classifier ………………………………447

Heesung Lee, Sanghun Jang, Euntai Kim, Ho Gi Jung 5. A Generalized C-Means Clustering Model Using Optimized via Evolutionary Computation …………...451

Laszlo Szilagyi, David Iclanzan, S´andor M. Szil´agyi, Dan Dumitrescu, Beat Hirsbrunner J04: Fuzzy Data Analysis - Clustering and Classifiers, Pattern Recognition, Bio-Informatics IV 1. A Unified Approach to C-Means Clustering Models ………………………………………………………..456

Laszlo Szilagyi, Sandor Szilagyi, Zoltan Benyo 2. A Fuzzy Modeling Approach to Cluster Validity ……………………………………………………………462

Hoel Le Capitaine, Carl Frelicot 3. Comparing Hard and Fuzzy C-Means for Evidence-Accumulation Clustering …………………………..468

Tsaipei Wang 4. User Adaptive Hand Gesture Recognition Using Multivariate Fuzzy Decision Tree and

Fuzzy Garbage Model …………………………………………………………………………………………474 Moon-Jin Jeon, Seung-Eun Yang, Zeungnam Bien

5. An Interval Type-2 Fuzzy PCM Algorithm for Pattern Recognition ………………………………………480

Frank Chung-Hoon Rhee, Ji-Hee Min, Eun-A Shim K: Fuzzy Information Processing - Information Extraction and Retrieval, Fusion, Text Mining 1. On Fuzzy Queries with Contextual Predicates ………………………………………………………………484

Patrick Bosc, Olivier Pivert, Amine Mokhtari 2. Context Extraction for Local Fusion using Fuzzy Clustering and Feature Discrimination ……………...490

Ahmed Chamseddine Ben Abdallah, Hichem Frigui, Paul Gader 3. Modelling Field Dependencies on Structured Documents with Fuzzy Logic ……………………………...496

JoaquIn Perez-Iglesias, VIctor Fresno, Jose R. Perez-Aguera 4. Pagerank Algorithm Improvement by Page Relevance Measurement …………………………………….502

Chia-Chen Yen, Jih-Shih Hsu 5. A Movie Rating Prediction System of User Propensity Analysis Based on Collaborative

XIV

Filtering and Fuzzy System …………………………………………………………………………………...507 Taeryong Jeon, Jaewoo Cho, Soojin Lee, Gyeongdong Baek, Sungshin Kim

L: Knowledge Discovery, Learning, Reasoning, Agents, Knowledge Representation 1. Towards Spatial Reasoning in Fuzzy Description Logics …………………………………………………...512

Umberto Straccia 2. Mapping Natural Language to Imagery: Placing Objects Intelligently ……………………………………518

Isaac J. Sledge, James M. Keller 3. Interpretable Decisions by Means of Similarities and Modifiers …………………………………………...524

Bernadette Bouchon-Meunier 4. Input Selection in Learning Systems: A Brief Review of Some Important Issues and

Recent Developments ………………………………………………………………………………………….530 Chenglin Hu, Feng Wan

N01: Fuzzy Set Theory, Fuzzy Measures, Fuzzy Integrals I 1. A Novel Framework of Fuzzy Complex Numbers and Its Application to Compositional Modelling ……536

Xin Fu, Qiang Shen 2. Towards Adaptive Interpolative Reasoning …………………………………………………………………542

Longzhi Yang, Qiang Shen 3. Fuzzy Portfolio Selection Problem under Uncertain Exit Time ……………………………………………550

Wei Chen, Shaohua Tan 4. A New Kind of Fuzzy Relation Equations ……………………………………………………………………555

Feng Qin, Ping Fang 5. Contrapositive Symmetry of Distributive Fuzzy Implications Revisited …………………………………..560

Yang Li, Qin Feng 6. Approximate Fuzzy Preorders and Equivalences …………………………………………………………...564

Dionis Boixader, Jordi Recasens N02: Fuzzy Set Theory, Fuzzy Measures, Fuzzy Integrals II 1. Confluence and Related Properties of Fuzzy Relations ……………………………………………………..569

Radim Belohlavek, Tomas Kuhr, Vilem Vychodil 2. Preserving Piece-Wise Linearity in Fuzzy Interpolation ……………………………………………………575

Zhiheng Huang, Qiang Shen 3. Fuzzy Strongly (R, S)-Precontinuous Mappings …………………………………………………………….581

Seok Jong Lee, Jin Tae Kim 4. Possibilistic Mean Value and Variance of Fuzzy Numbers: Some Examples of Application …………….587

Christer Carlsson, Robert Fuller 5. A Study on Fuzzy Logic Reasoning with Residual Implications and Frank's T-Norm …………………...593

Yahachiro Tsukamoto 6. On The Measure of Incoherence in Extended Residuated Logic Programs ……………………………….598

XV

Nicolas Madrid, Manuel Ojeda-Aciego 7. A Characterisation of Bases of Triangular Fuzzy Sets ……………………………………………………...604

Pietro Codara, Ottavio M. D’Antona, Vincenzo Marra O: Rough Sets, Grey Systems 1. Interval-Valued Fuzzy-Rough Feature Selection in Datasets with Missing Values ……………………….610

Richard Jensen, Qiang Shen 2. Generalized Upper and Lower Approximations in Set-Valued Information Systems ……………………616

Qiong Liu, Zheng Pei, Liangzhong Yi, Jilin Yang 3. Attributes Reduction Based on Important Degree of Attributes in Incomplete Information System …...621

Jilin Yang, Dongmei Wei, Qiong Liu, Yufeng Hai P: Optimization, Decision Analysis, Decision Making, Multi-Criteria Decision Making 1. Interval Random Dependent-Chance Programming and Its Application to Portfolio Selection ………...626

Wei Chen, Shaohua Tan 2. Measuring the Aggregative Risk Degree of Taiwanese Private University by Consistent Fuzzy

Preference Relations …………………………………………………………………………………………...631 Tsung-Han Chang, Shu-Chen Hsu

3. Improved Catfish Particle Swarm Optimization with Fuzzy Adaptation …………………………………637

Li-Yeh Chuang, Sheng-Wei Tsai, Cheng-Hong Yang 4. A Fuzzy Group Decision Making Model for Large Groups of Individuals ………………………….…….643

Sergio Alonso, Ignacio J. Perez, Francisco J. Cabrerizo, Enrique Herrera-Viedma 5. Enhancement of TOPSIS Using Compound Linguistic Ordinal Scale and Cognitive

Pairwise Comparison ………………………………………………………………………………………….649 Kevin Kam Fung Yuen

Q: Software and Hardware Applications 1. VLSI Implementation of a Module for Realization of Basic T-Norms on Fuzzy Hardware ……………...655

Antonio Hernandez Zavala, Oscar Camacho Nieto, Ildar Batyrshin, Luis Villa Vargas 2. Generation of Optimal Trajectories for Ascending and Descending a Stair of a Humanoid Based

on uDEAS ………………………………………………………………………………………………………660 Eun-Su Kim, Jo-Hwan Kim, Jong-Wook Kim

3. Textual Information and Correspondence Analysis in Curriculum Analysis ……………………………..666

Masaaki Ida 4. Potential Applications of Fuzzy Logic in Music ……………………………………………………………..670

Asim Egemen Yilmaz, Ziya Telatar R: Fuzzy Competition 1. Design and Simulation of a Hybrid Controller for a Multi-Input Multi-Output Magnetic

XVI

Suspension System ……………………………………………………………………………………………..676 Sherif M. Abuelenin

2. A Simple Fuzzy Controller for the Magnetic Suspension System ………………………………………….682

Hok Lam Wong, Chenglin Hu, Feng Wan 3. A Switching Fuzzy Control Method for the Magnetic Active Suspension System ………………………...688

Jiangtao Cao, Zhaojie Ju, Xiaofei Ji, Honghai Liu SS0102A: Practical Aspects and Applications of Type 2 Fuzzy Systems / Type-2 Fuzzy Logic Theory I 1. Control of the TORA System Using Sirms Based Type-2 Fuzzy Logic ……………………………………694

Chengdong Li, Jianqiang Yi, Dongbin Zhao 2. Similarity-Based Perceptual Reasoning for Perceptual Computing ……………………………………….700

Dongrui Wu, Jerry Mendel 3. Combined Interval Type-2 Fuzzy Kinematic and Dynamic Controls of the Wheeled Mobile

Robot with Adaptive Sliding-Mode Technique ……………………………………………………………...706 Ming-Ying Hsiao, Chih-Yang Chen, Shun-Hung Tsai, Shun-Tsai Liu

4. Extension of Fuzzy Adaptive Laws to IT2 Fuzzy Systems ………………………………………………….712

Maowen Nie, Woei Wan Tan SS0102B: Practical Aspects and Applications of Type 2 Fuzzy Systems / Type-2 Fuzzy Logic Theory II 1. zSlices Based General Type-2 FLC for the Control of Autonomous Mobile Robots in

Real World Environments …………………………………………………………………………………….718 Christian Wagner, Hani Hagras

2. Interval Type-2 Fuzzy Logic System to Simulate the Environment Resources Stochasticity

Affecting the Growth of a Population ………………………………………………………………………...726 Cecilia Leal-Ramírez, Oscar Castillo, Antonio Rodriguez-Diaz

3. Non-Specificity Measures for Type-2 Fuzzy Sets ……………………………………………………………732

Hussam Hamrawi, Simon Coupland 4. Type-Reduction of the Discretised Interval Type-2 Fuzzy Set ……………………………………………..738

Sarah Greenfield, Francisco Chiclana, Robert John SS03: Intelligent Agents 1. A Neuro-Fuzzy Based Agent for Group Decision Support in Applicant Ranking within

Human Resources Systems ……………………………………………………………………………………744 Faiyaz Doctor, Hani Hagras, Dewi Roberts, Victor Callaghan

2. Intelligent Ontological Multi-Agent for Healthy Diet Planning ……………………………………………751

Mei-Hui Wang, Chang-Shing Lee, Kuang-Liang Hsieh, Chin-Yuan Hsu, Chong-Ching Chang 3. Evaluation of Trust in an eCommerce Multi-Agent System Using Fuzzy Reasoning …………………….757

Simone A. Ludwig, Andriy Hnativ 4. Reducing the Effort in the Creation of New Patients Using the Virtual Simulated Patient Framework ..764

XVII

Victor Lopez Salazar, Juan L. Castro Pena, Javier Vazquez Granado 5. A Dynamical Cognitive Multi-Agent System for Enhancing Ambient Intelligence Scenarios …………...770

Giovanni Acampora, Vincenzo Loia SS04A: Advances in Fuzzy Control Using Takagi-Sugeno Fuzzy Models I 1. Non-common P Stability/Stabilizaion Analysis via Multiconvexity Approach ……………………………778

Ji-Chang Lo, YuChi Wang 2. A Way to Escape from the Quadratic Framework ………………………………………………………….784

Thierry-Marie Guerra, Miguel Bernal 3. Quadratic Stability Analysis of Fuzzy Control Systems Using Stepwise Membership Functions ………..790

H.K. Lam, Mohammad Narimani, L.D. Seneviratne 4. LMI-Based Fuzzy Control for a Class of Time-Delay Discrete Fuzzy Bilinear System …………………..796

Shun-Hung Tsai, Ming-Ying Hsiao, Kun-Lin Tsai 5. Output Feedback Control for Fuzzy Systems with Immeasurable Premise Variables …………………...802

Jun Yoneyama SS04B: Advances in Fuzzy Control Using Takagi-Sugeno Fuzzy Models II 1. Switching Fuzzy Model Construction Based on Optimal Dividing Planes ……………………………...…808

Hiroshi Ohtake, Kazuo Tanaka, Hua Wang 2. Some Results about Stabilization of Periodic Takagi-Sugeno Models …………………………….……….814

Hichem Kerkeni, Jimmy Lauber, Thierry-Marie Guerra 3. T-S Fuzzy Controllers for a Class of Nonlinear Systems with Uncertainties and Input Delay …………..820

Hugang Han 4. Development Method for a Robust PID Fuzzy Controller of LPV Systems ……………………………….826

Joabe A. Silva, Ginalber L. O. Serra, Carlos Cesar T. Ferreira 5. Further Studies on Stabilization Conditions for Discrete-Time Takagi-Sugeno Fuzzy Systems ………...831

Dong Hwan Lee, Jin Bae Park, Young Hoon Joo, Hyun Soo Moon SS05: Recent Development of Fuzzy Probabilistic Inference Systems with 3-Dimensional Fuzzy Sets 1. Adaptive Control Using Type-2 Fuzzy Logic ………………………………………………………………...836

Haibo Zhou, Hao Ying, Ji`An Duan 2. Boxing Motions Classification through Combining Fuzzy Gaussian Inference with a Context-Aware

Rule-Based System …………………………………………………………………………………………….842 Mehdi Khoury, Honghai Liu

3. Probabilistic Fuzzy Logic System: A Tool to Process Stochastic and Imprecise Information ……………848

Zhi Liu, Han-Xiong Li 4. 3-D Fuzzy Logic Controller for Spatially Distributed Dynamic Systems: A Tutorial …………………….854

Xian-Xia Zhang, Ye Jiang, Han-Xiong Li

XVIII

5. Probabilistic-Constrained Fuzzy Logic for Situation Modeling ……………………………………………860 Jinhua Xiong, Jianping Fan

6. Refinement Geometric Algorithms for Type-2 Fuzzy Set Operations ……………………………………..866

Long Thanh Ngo, Long The Pham, Phuong Hoang Nguyen, Kaoru Hirota 7. The Space of Fuzzy Set-Valued Square Integrable Martingales …………………………………………...872

Jungang Li, Shoumei Li, Yanping Xue SS06: Fuzzy Robotics 1. Application of Fuzzy Decision Making in Mobile Robot Navigation in Dynamic Environments ………..877

Alireza Babalou, Navid Seifipour 2. Fast Estimating Data Dependence Structure via Fuzzy Empirical Copula ………………………………..882

Zhaojie Ju, Honghai Liu, Youlun Xiong 3. An Extended Fuzzy Logic System for Uncertainty Modeling ………………………………………………888

Jiangtao Cao, Ping Li, Honghai Liu 4. Embedding Fuzzy Controllers into Golog ……………………………………………………………………894

Alexander Ferrein, Stefan Schiffer, Gerhard Lakemeyer 5. Self-Adaptation in Intelligent Formation Behaviors of Multiple Robots Based on Fuzzy Control ………900

Naoyuki Kubota, Naohide Aizawa SS07: Fuzzy Logic in Medical Sciences 1. Biometric Personal Authentication by One Step Foot Pressure Distribution Change by

Load Distribution Sensor ……………………………………………………………………………………...906 Takahiro Takeda, Kazuhiko Taniguchi, Kazunari Asari, Syoji Kobashi, Yutaka Hata

2. Fuzzy Logic Approach to Respiration Detection by Air Pressure Sensor …………………………………911

Kiyotaka Ho, Naoki Tsuchiya, Hiroshi Nakajima, Kei Kuramoto, Syoji Kobashi, Yutaka Hata 3. Calculation Algorithm of Hepatorenal Contrast in Ultrasonic Images Based on Fuzzy Inference ………916

Yutaka Hatakeyama, Hiromi Kataoka, Noriaki Nakajima, Teruaki Watabe, Yoshiyasu Okuhara 4. Fuzzy Estimation System of Dementia Severity Using Biological Information during Sleep …………….921

Hayato Uchida, Hayato Yamaguchi, Shoji Kobashi, Yutaka Hata, Naoki Tsuchiya, Hiroshi Nakajima 5. Fuzzy Thick Rubber Model for Cerebral Surface Extraction in Neonatal Brain MR Images …………...927

Syoji Kobashi, Takuma Oshiba, Kumiko Ando, Reiichi Ishikura, Setsuro Imawaki, Shozo Hirota, Yutaka Hata 6. Automated Extraction Method of Bone Tunnel after the Anterior Cruciate Ligament

Reconstruction from A Knee MDCT Image by Using Fuzzy Inference ……………………………………933 Kouki Nagamune, Daisuke Araki, Yuichi Hoshino, Seiji Kubo, Ryosuke Kuroda, Masahiro Kurosaka

SS08A: Human Symbiotic System I 1. View Estimation Learning Based on Value System …………………………………………………………939

Yasutake Takahashi, Kouki Shimada, Minoru Asada 2. Gait Learning Method for Quadrupedal Robot Based on Subjective Human Feeling …………………...945

Hitoshi Nishi, Hidekazu Suzuki, Koji Taki

XIX

3. Fuzzy Contour Tracking of Human Silhouettes ……………………………………………………………..951 Timothy C. Havens, Gregory L. Alexander, James M. Keller, Marjorie Skubic, Marilyn Rantz

4. Development of RC Helicopter Control Skill Study Support System in

Consideration of User Interface ………………………………………………………………………………957 Junichi Kunieda, Yukinobu Hoshino

SS08B: Human Symbiotic System II 1. Automatic Generation Method of Twelve Tone Row for Musical Composition Used

Genetic Algorithm ……………………………………………………………………………………………..963 Yoichiro Maeda, Yusuke Kajihara

2. Human Instruction Recognition and Self Behavior Acquisition Based on State Value …………………..969

Yasutake Takahashi, Yoshihiro Tamura, Minoru Asada 3. Computer-Assisted Desinging System for Fixation Plate …………………………………………………...975

Kouki Nagamune, Yasuro Kokubo, Hisatoshi Baba 4. Development of Social Adaptive Agents in Simulation Game of Cross-Cultural Experience ……………981

Hidefumi Ohmura, Daisuke Katagami, Katsumi Nitta SS09: Prospects for the Finland-Korea Cooperation in the Human Sciences and Technology 1. Some Fundamental Problems of Opinion Modeling with Implications to Committee

Composition and Social Choice ……………………………………………………………………………….987 Hannu Nurmi

2. Solving Leontief Input-Output Model with Fuzzy Entries ………………………………………………….992

Jorma Mattila, Pasi Luukka 3. Early Diagnosis of Cognitive Disorder Based on Ground Categories for Decision Support Structures ...997

Patrik Eklund SS10: Fuzzy Systems in Bioinformatics 1. eCCV: A New Fuzzy Cluster Validity Measure for Large Relational Bioinformatics Datasets ………...1003

Mihail Popescu, James C. Bezdek, James M. Keller 2. Designing of a Novel GA Based on Fuzzy System for Prediction of CpG Islands in

the Human Genome …………………………………………………………………………………………..1009 Li-Yeh Chuang, Yu-Jung Chen, Cheng-Hong Yang

3. Fuzzy Guided BPSO Method for Haplotype Tag SNP Selection ………………………………………….1015

Li-Yeh Chuang, Yu-Jen Hou, Cheng-Hong Yang 4. Fuzzy Adaptive Particle Swarm Optimization for a Specific Primer Design Problem ………………….1021

Cheng-Hong Yang, Yu-Huei Cheng, Hsueh-Wei Chang, Li-Yeh Chuang SS11: Brain and Perception 1. Application of Reliability-Based Automatic Repeat Request to Multi-Class Classification

for Brain-Computer Interfaces ……………………………………………………………………………...1027

XX

Hiromu Takahashi, Tomohiro Yoshikawa, Takeshi Furuhashi 2. Design of Vehicle Speed Controller Based on Immune Feed-Back ……………………………………….1033

Jinying Huang, Bo Ma, Haojing Wang 3. Acquisition of Embodied Knowledge on Sport Skill Using TAM Network ………………………………1038

Isao Hayashi, Toshiyuki Maeda, Masanori Fujii, Shuoyu Wang, Tokio Tasaka SS12: Fuzzy Approaches For Ontology Applications and Adaptive Web Services 1. Towards an Automatic Fuzzy Ontology Generation ………………………………………………………1044

Vincenzo Loia, Carmen De Maio, Giuseppe Fenza, Sabrina Senatore 2. Collaborative Content and User-Based Web Ontology Learning System ………………………………..1050

Edward H. Y. Lim, Hillman W. K. Tam, Sandy W. K. Wong, James N. K. Liu, Raymond S. T. Lee 3. A Novel Ontology for Computer Go Knowledge Management …………………………………………...1056

Chang-Shing Lee, Mei-Hui Wang, Tzung-Pei Hong, Guillaume Chaslot, Jean-Baptiste Hoock, Arpad Rimmel, Olivier Teytaud, Yau-Hwang Kuo

4. Updating User Profile Using Ontology-Based Semantic Similarity ………………………………………1062

Marek Reformat, Sayed Koosha Golmohammadi 5. Fuzzy Data Mining Based on the Compressed Fuzzy FP-Trees …………………………………………..1068

Chun-Wei Lin, Tzung-Pei Hong, Wen-Hsiang Lu SS13: Theory and Applications of Fuzzy Signatures 1. Motion Control and Communication of Cooperating Intelligent Robots by Fuzzy Signatures ………...1073

Aron Ballagi, T. Laszlo Koczy¸ Tamás D. Gedeon 2. Multi-Layer Fuzzy Cognitive Modeling Using Fuzzy Signatures …………………………………………1079

Kok Wai Wong 3. Hierarchical Document Signature: A Specialized Application of Fuzzy Signature for

Document Computing ………………………………………………………………………………………..1083 Sukanya Manna, B. Sumudu U. Mendis, Tom Gedeon

4. Finding Input Sub-Spaces for Polymorphic Fuzzy Signatures ……………………………………………1089

AmirHossein Hadad, Tomas D. Gedeon, B. Sumudu U. Mendis 5. Fuzzy Rough Signatures ……………………………………………………………………………………..1095

B. Sumudu U. Mendis, T. Laszlo Koczy SS14: Recent Algorithms in Clustering 1. A Comparative Study on Cluster Validity Criteria in Linear Fuzzy Clustering and

Pareto Optimality Analysis …………………………………………………………………………………..1101 Katsuhiro Honda, Tomonari Nomaguchi, Akira Notsu, Hidetomo Ichihashi

2. Different Sequential Clustering Algorithms and Sequential Regression Models ………………………...1107

Sadaaki Miyamoto, Kenta Arai 3. Entropy Regularized Fuzzy C-Lines for Data with Tolerance ……………………………………………1113

Yuchi Kanzawa, Yasunori Endo, Sadaaki Miyamoto

XXI

4. On Semi-Supervised Fuzzy C-Means Clustering …………………………………………………………..1119 Yasunori Endo, Yukihiro Hamasuna, Makito Yamashiro, Sadaaki Miyamoto

5. On L1-Norm Based Tolerant Fuzzy C-Means Clustering …………………………………………………1125

Yukihiro Hamasuna, Yasunori Endo, Sadaaki Miyamoto 6. Cluster Validation in Linear Fuzzy Clustering of Relational Data from Multi-Cluster

Principal Coordinate Analysis View Point ………………………………………………………………….1131 Naoki Haga, Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi

7. Benchmarking Parameterized Fuzzy C-Means Classifier …………………………………………………1137

Kazuya Nagaura, Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu SS15: Fuzzy Methods for Data Mining and Knowledge Discovery 1. Generation of Synthetic Data by Means of Fuzzy C-Regression ………………………………………….1145

Isaac Cano, Vicenc Torra 2. Hybrid Fuzzy-Rough Rule Induction and Feature Selection ……………………………………………...1151

Richard Jensen, Chris Cornelis, Qiang Shen 3. Finding Fuzzy Association Rules via Restriction Levels …………………………………………………..1157

Carlos Molina, Daniel Sanchez, Jose-Maria Serrano, Maria-Amparo Vila 4. Fuzzy Association Rule Mining Algorithm for Fast and Efficient Performance on

Very Large Datasets ………………………………………………………………………………………….1163 Ashish Mangalampalli, Vikram Pudi

5. Improved Method for Linguistic Expression of Time Series with Global Trend and Local Features ….1169

Motohide Umano, Mitsuhiro Okamura, Kazuhisa Seta 6. Study of Fuzzy Resemblance Measures for DNA Motifs …………………………………………………..1175

Fernando Garcia, Francisco J. Lopez, Carlos Cano, Armando Blanco SS16: Fuzzy Inference Systems - Theory and Applications 1. On the Computational Aspects of the BK-Subproduct Inference Mechanism ………………………….1181

Martin Stepnicka, Balasubramaniam Jayaram 2. Methods of Interpretation of a Non-Stationary Fuzzy System for the Treatment of Breast Cancer …...1187

Xiao-Ying Wang, Jonathan M. Garibaldi, Shang-Ming Zhou, Robert I. John 3. Analysis and Design of Monotonic Type-2 Fuzzy Inference Systems ……………………………………..1193

Chengdong Li, Jianqiang Yi, Dongbin Zhao 4. Comparison of Neuro-Fuzzy Based Techniques in Nasopharyngeal Carcinoma

Recurrence Prediction ………………………………………………………………………………………..1199 Orrawan Kumdee, Hirosato Seki, Hiroaki Ishii, Thongchai Bhongmakapat, Panrasee Ritthipravat

5. Linguistic Rulesets Extracted from a Quantifier-Based Fuzzy Classification System …………………..1204

Khairul A. Rasmani, Jonathan M. Garibaldi, Qiang Shen, Ian O. Ellis 6. On the Equivalence of Sirms Connected Fuzzy Inference Method ………………………………………1210

Hirosato Seki SS17A: Hybrid Learning in Fuzzy Control I

XXII

1. Nonlinear Parameter Fuzzy Control for Uncertain Systems with Only System Output Measurement ..1216

Yih-Guang Leu, Chun-Yao Chen, Chin-Ming Hong 2. Design of Ball-Beam Balance Control System Using Neural-Fuzzy Algorithm ………………………….1221

Huan-Wen Tzeng, Sheng-Kai Hung 3. Adaptive Fuzzy Sliding Controller Design with Approximate Error Feedback …………………………1226

Yao-Chu Hsueh, Shun-Feng Su 4. Robust Clustering Algorithm for the Symbolic Interval-Values Data with Outliers ……………………1232

Chen-Chia Chuang, Chin-Wang Tao, Jin-Tsong Jeng 5. Networked Control Systems Design via Fuzzy Logic Method …………………………………………….1238

Song-Shyong Chen SS17B: Hybrid Learning in Fuzzy Control II 1. Hybrid SVM-GPs Learning for Modeling of Molecular Autoregulatory Feedback …………………….1244

Loop Systems with Outliers Jin-Tsong Jeng, Chen-Chia Chuang, Sheng-Lun Jheng

2. Robust Function Approximation Based on Fuzzy Sets and Rough Sets ………………………………….1250

Chih-Ching Hsiao 3. An Improving Gene Selection for Microarray Data ……………………………………………………….1255

Zne-Jung Lee, Chou-Yuan Lee, Yu-Lin Weng 4. An Improve Flush Material Belt Weigh Feeder System via Fuzzy Logic Controller and

Adaptive Neural Networks …………………………………………………………………………………..1259 Tsung-Ying Sun, Ming-Chin Yang, Shang-Jeng Tsai, Jyun-Sian He

SS18A: Fuzzy System and Control I 1. Relaxation Analysis via Line Integral ………………………………………………………………………1264

Ji-Chang Lo, Chen-Mou Zhang 2. Fuzzy Systems for Slippage Control of a Pruning Robot ………………………………………………….1270

Winai Chonnaparamutt, Haruhisa Kawasaki 3. Relaxed Stabilization Conditions of T-S Fuzzy Systems Using Piecewise Lyapunov

Function Based Switching Fuzzy Controller ……………………………………………………………….1276 Ying-Jen Chen, Hiroshi Ohtake, Kazuo Tanaka, Wen-June Wang, Hua O. Wang

4. Adaptive Evolutionary Active Noise Control System without Secondary Path Measurement ………….1282

Deng-Rui Chen, Cheng-Yuan Chang 5. A Descriptor System Approach to Fuzzy Guaranteed Cost Control System Design …………………….1288

Chung-Hsun Sun, Wen-June Wang, Ying-Jen Chen SS18B: Fuzzy System and Control II 1. Robust Controllability of TS Fuzzy Descriptor Systems with Structured Parametric Uncertainties …..1294

Shinn-Horng Chen, Wen-Hsien Ho, Jyh-Horng Chou

XXIII

2. On-Line Adaptive T-S Fuzzy Neural Control for Active Suspension Systems …………………………...1297 Wei-Yen Wang, Ming-Chang Chen, Yi-Hsing Chien, Tsu-Tian Lee

3. An Approach of DSM Techniques for Domestic Load Management using Fuzzy Logic ………………..1303

Ravibabu Pallikonda, Praveen Abbaraju, Vikas Chandra Chinthala, Rashmi Reddy Pabhati Reddy, Karthik Ravi Teja Machiraju

4. Fuzzy Controller Design for Proportional Loss Differentiation Services ………………………………...1308

Reyhaneh Madadian, Mohammad Hossein Yaghmaee Moghaddam SS19: Applications of Fuzzy Systems to Benefit Society 1. A System to Perform CBIR on X-Ray Images Using Soft Computing Techniques ……………………...1314

Juan Miguel Medina, Sergio Jaime-Castillo, Daniel Sanchez 2. Fuzzification of Discrete Attributes From Financial Data in Fuzzy Classification Trees ……………….1320

Keeley Crockett, Zuhair Bandar, James O'Shea 3. On Quality Assessment of Corneal Endothelium and Its Possibility to Be Used for

Surgical Corneal Transplantation …………………………………………………………………………..1326 Francesc Tinena, Pilar Sobrevilla, Eduard Montseny

4. A Fuzzy Decision Tree Based Approach to Characterize Medical Data ………………………………….1332

Christophe Marsala 5. Handling Fuzzy Gaps in Sequential Patterns: Application to Health …………………………………….1338

Sandra Bringay, Anne Laurent, Beatrice Orsetti, Paola Salle, Maguelonne Teisseire SS20: Soft Computing in Image Processing 1. Quasi-Global Oppositional Fuzzy Thresholding …………………………………………………………...1346

Hamid R. Tizhoosh, Farhang Sahba 2. High Precision PSO and FLS Integrated Method for Facial Landmark Localization …………………..1352

Sohrab Khanmohammadi, Saeed Mahdizadeh Bakhshmand, Hadi Seyedarabi 3. Defining Bidimensional Fuzzy Sets for Visual Coarseness Modelling ……………………………………1358

Jesus Chamorro-Martinez, Pedro Martinez-Jimenez, Jose Manuel Soto-Hidalgo 4. Application of Cost-Sensitive Fuzzy Classifiers to Image Understanding Problems …………………….1364

Gerald Schaefer, Tomoharu Nakashima 5. Cellular Neural Network Based Algorithms in the Early Detection of Hand Osteoarthritis ……………1369

Sreeparna Banerjee, Gerald Schaefer, Ioannis K. Vlachos 6. Improved SIM Algorithm for Effective Image Retrieval ………………………………………………….1374

Kwang-Baek Kim, Young Woon Woo, Doo Heon Song SS21: Atanassov's Intuitionistic Fuzzy Sets: Recent Advances 1. On Hesitant Fuzzy Sets and Decision ……………………………………………………………………….1378

Vicenc Torra, Yasuo Narukawa 2. The ELECTRE Multicriteria Analysis Approach Based on Intuitionistic Fuzzy Sets …………………..1383

Ming-Che Wu, Ting-Yu Chen

XXIV

3. A Comparison of Some Intuitionistic Fuzzy Similarity Measures Applied to Handwritten Arabic Sentences Recognition ………………………………………………………………..1389 Leila Baccour, Adel M. Alimi

4. The Differential Calculus on IF Sets ………………………………………………………………………...1393

Alzbeta Michalikova 5. Operations on Intuitionistic Fuzzy Graphs …………………………………………………………………1396

Rangasamy Parvathi, M.G.Karunambigai, Krassimir Todorov Atanassov SS22A: New Perspective of Fuzzy Approaches to Management Engineering I 1. Value-at-Risk Based Fuzzy Stochastic Optimization Problems …………………………………………...1402

Shuming Wang, Junzo Watada 2. Fuzzy Approach for Assignment Problem ………………………………………………………………….1408

Shamshul Bahar Yaakob, Junzo Watada 3. Reevaluation of the Storage of Numerical Fuzzy Data in Multidimensional Indexes …………………...1414

Marcel Shirvanian, Wolfram Lippe 4. Efficiency Increase of Fuzzy Query Languages by Using Indexes for Selected Operations …………….1420

Marcel Shirvanian, Wolfram Lippe 5. Determining Feasible Operating Schedules for a Job Shop Scheduling Problem Based on

Bio-Soft Computing …………………………………………………………………………………………..1426 Ikno Kim, Junzo Watada, Don Jyh-Fu Jeng

SS22B: New Perspective of Fuzzy Approaches to Management Engineering II 1. Fuzzy Integrated Analytic Hierarchy Process Approach for Selecting Strategic Big-sized

R&D Programs in the Sector of Energy Technology Development ……………………………………….1432 Seongkon Lee, Gento Mogi, M. Koike, K.S. Hui, Jongwook Kim

2. Dilemma of Behavioral Uncertainty of R&D Alliance in Taiwan Machinery Industry …………………1439

You-Hsin Tsai, Wen-Hsiang Lai, Pao-Long Chang, Junzo Watada 3. Optimal Revenue for Fuzzy Price Based on Interval-Valued Fuzzy Numbers …………………………..1445

Teng-San Shih, Jin-Shieh Su, Huey-Ming Lee 4. New Perspectives and Applications of Real-Time Fuzzy Regression ……………………………………..1451

Azizul Azhar Ramli, Junzo Watada, Witold Pedrycz 5. An Evaluation of Survey by Fuzzy Linguistics Based on the Signed Distance Method …………………1457

Lily Lin, Huey-Ming Lee 6. Fuzzy Theory-Based Best Generation Mix Considering Renewable Energy Generators ……………….1462

Jaeseok Choi, Jeongje Park, Liang Wu, Junmin Cha, A. A. El-Keib, Watada Junzo 7. Solving the Transportation Problem with Fuzzy Coefficients using Genetic Algorithms ……………….1468

Feng-Tse Lin SS23: Interactive Human-Space Design and Intelligence 1. Domestic Robot Service Based On Ontology Applying Environmental Information ……………………1474

Yusuke Fukusato, Shoichiro Sakurai, Siliang Wang, Eri Sato-Shimokawara, Toru Yamaguchi

XXV

2. Push Communication for Network Robot Services and Rsi/RTM Interoperability ……………………..1480

Masahiko Narita, Yoshihiko Murakawa, Chuzo Akiguchi, Yuka Kato, Toru Yamaguchi 3. Investigation of User RT-Service Generation System Design ……………………………………………..1486

Ken Ukai, Makoto Mizukawa, Yoshinobu Ando 4. Home Appliance Components Using RT Middleware - Development of the Interface and

an Example System …………………………………………………………………………………………...1492 Toshiyuki Kusunoki, Kazuyoshi Wada, Hayato Takayama

5. Investigation of Service Management System Design of RT-Service ……………………………………..1496

Toshihiro Kato, Ken Ukai, Yuki Kodama, Yousuke Tsukumori, Yoshinobu Ando, Makoto Mizukawa 6. Perceptual System for Clearing the Table Based on the Perceiving-Acting Cycle ………………………1501

Hiroyuki Masuta, Naoyuki Kubota SS24: Soft Computing: New Trends, Advances, and Applications 1. 3D Character Creation System Using Kansei Rule with the Fitness Extraction Method ……………….1507

Masaki Ando, Masafumi Hagiwara 2. A Comparative Study on Regression Models of GPS GDOP Using Soft-Computing Techniques ……...1513

Chih-Hung Wu, Wei-Han Su 3. An Approach for Construction and Learning of Interval Type-2 TSK Neuro-Fuzzy Systems …………1517

Chen-Sen Ouyang, Shiu-Ling Liu 4. The "Final" Model of Granular Computing ……………………………………………………………….1523

Tsau Young Lin 5. An Automatic Web Site Menu Structure Evaluation ……………………………………………………...1529

Haruhiko Takeuchi 6. General Type-2 Fuzzy Neural Network with Hybrid Learning for Function Approximation ………….1534

Wen-Hau Roger Jeng, Chi-Yuan Yeh, Shie-Jue Lee SS25: Agent-Based Community Simulation and Soft Computing 1. Collaborative Filtering by Sequential Extraction of User-Item Clusters Based on

Structural Balancing Approach ……………………………………………………………………………..1540 Katsuhiro Honda, Akira Notsu, Hidetomo Ichihashi

2. Cluster Validation in k-Means Clustering Based on PCA-guided k-Means and

Procrustean Transformation of PC Scores …………………………………………………………………1546 Tomohiro Matsui, Katsuhiro Honda, Chi-Hyon Oh, Akira Notsu, Hidetomo Ichihashi

3. Conceptual Graph Generation from Text Documents Based on Perceptual Balance …………………...1551

Akira Notsu, Katsuhiro Honda, Hidetomo Ichihashi 4. A Fuzzy Model-Based Community Simulator for Behavior Analysis in Virtual Theme Park ………….1557

Chi-Hyon Oh, Katsuhiro Honda, Hidetomo Ichihashi 5. Efficiency Measurement for Agent Simulation Based on DEA with Imprecise Data ……………………1563

Shingo Aoki, Kazushige Inoue, Tomoharu Nakashima, Katsuhiro Honda 6. Evolution of Cooperative Behavior in a Spatial Iterated Prisoner's Dilemma Game with

XXVI

Different Representation Schemes of Game Strategies ……………………………………………………1568 Hisao Ishibuchi, Hiroyuki Ohyanagi, Yusuke Nojima

SS26: Fusion of Information System and Human Kansei, Emotion, and Biological Information 1. A Rough Set Approach to Extract Painting Composition Rules ………………………………………….1574

Tomomi Ohira, Tsuyoshi Nakamura, Masayoshi Kanoh, Tsutomu Kunitachi, Hidenori Itoh 2. Extraction of Design Variables Using Collaborative Filtering for Interactive Genetic Algorithms ……1579

Tomoyuki Hiroyasu, Misato Tanaka, Mitsunori Miki 3. Detection of Preference Shift Timing using Time-Series Clustering ……………………………………...1585

Fuyuko Ito, Tomoyuki Hiroyasu¸ Mitsunori Miki, Hisatake Yokouchi 4. Analyzing KANSEI from Facial Expressions with Fuzzy Quantification Theory II …………………….1591

Luis A. Diago, Tetsuko Kitaoka, Ichiro Hagiwara 5. Improvement of Interactive EC Fitting Based on Substitute Evaluation Using

Sound Volume Preference …………………………………………………………………………………...1597 Miho Ohsaki

6. Extraction of Important Keywords in Free Text of Questionnaire Data and Visualization of

Relationship among Sentences ………………………………………………………………………………1604 Yuki Uchida, Tomohiro Yoshikawa, Takeshi Furuhashi, Eiji Hirao, Hiroto Iguchi

7. Selecting a Small Number of Representative Non-Dominated Solutions by a Hypervolume-Based

Solution Selection Approach ………………………………………………………………………………...1609 Hisao Ishibuchi, Yuji Sakane, Noritaka Tsukamoto, Yusuke Nojima

SS27: Application of Fuzzy Logic to Intelligent Transportation Systems 1. Autonomous Car Fuzzy Control Modeled by Iterative Genetic Algorithms ……………………………..1615

Enrique Onieva, Javier Alonso, Joshu´E P´Erez, Vicente Milan´Es, Teresa De Pedro 2. Adaptive Backoff Scheme for Contention-Based Vehicular Networks Using Fuzzy Logic ……………..1621

Tamer Abdelkader, Kshirasagar Naik, Amiya Nayak, Fakhry Karray 3. Distributed Multi-Agent Type-2 Fuzzy Architecture for Urban Traffic Signal Control ………………..1627

Balaji Parasumanna, Dipti Srinivasan 4. KCMAC-TSK: A Fuzzy Cerebellar Model with Localized TSK Learning for

Non-Linear System Identification …………………………………………………………………………...1633 Sintiani Dewi Teddy, See Kiong Ng

5. An Adaptive Alert Message Dissemination Protocol for VANET to Improve Road Safety ……………..1639

Kanitsorn Suriyapaiboonwattana, Chotipat Pornavalai, Goutam Chakraborty 6. Fuzzy-Genetic Approach for Incorporation of Driver’s Requirement for Route Selection in

a Car Navigation System ……………………………………………………………………………………..1645 Basabi Chakraborty, Rung Ching Chen

SS28: Lattice and Poset Valued Fuzzy Structures - Theory and Applications 1. Lattice-Valued Fuzzy Turing Machines and Their Computing Power …………………………………...1650

XXVII

Yongming Li 2. Representation by Cuts in the Framework of Relational Valued Fuzzy Sets …………………………….1656

Branimir Seselja, Andreja Tepavcevic 3. Fuzzy Identities ……………………………………………………………………………………………….1660

Branimir Seselja, Andreja Tepavcevic 4. On Quasi hyper BCK-Algebras ……………………………………………………………………………..1665

Arsham Borumand Saeid, Lida Torkzadeh 5. On Vague BCK/BCI-Algebras ………………………………………………………………………………1669

Arsham Borumand Saeid 6. On Generalized Fuzzy BF-Algebras ………………………………………………………………………...1672

Ali Reaza Hadipour SS29A: Evolutionary Fuzzy Systems I 1. A Genetic Fuzzy Rule-Based Classifier for Land Cover Image Classification …………………………...1677

Dimitris Stavrakoudis, John Theocharis 2. Co-Evolving Fuzzy Rule Sets for Job Exchange in Computational Grids ………………………………..1683

Alexander Foelling, Christian Grimme, Joachim Lepping, Alexander Papaspyrou 3. A Genetic Learning of the Fuzzy Rule-Based Classification System Granularity for Highly

Imbalanced Data-Sets ………………………………………………………………………………………..1689 Pedro Villar, Alberto Fernandez, Francisco Herrera

4. Speeding up Genetic-Fuzzy Mining by Fuzzy Clustering …………………………………………………1695

Chun-Hao Chen, Tzung-Pei Hong, Vincent S. Tseng 5. Parallel Evolutionary Multiobjective Methodology for Granularity and Rule Base Learning in

Linguistic Fuzzy Systems …………………………………………………………………………………….1700 Juan M. Bardallo, Miguel A. De Vega, Francisco A. Marquez, Antonio Peregrin

SS29B: Evolutionary Fuzzy Systems II 1. An Analysis of Evolutionary Algorithms with Different Types of Fuzzy Rules in

Subgroup Discovery ………………………………………………………………………………………….1706 Cristobal Jose Carmona, Pedro Gonzalez, Maria Jose del Jesus, Francisco Herrera

2. Efficient Multi-Objective Genetic Tuning of Fuzzy Models for Large-Scale Regression Problems ……1712

Jorge Casillas 3. Generating Single Granularity Based Fuzzy Classification Rules for Multiobjective

Genetic Fuzzy Rule Selection ………………………………………………………………………………..1718 Rafael Alcala, Yusuke Nojima, Francisco Herrera, Hisao Ishibuchi

4. Search Ability of Evolutionary Multiobjective Optimization Algorithms for Multiobjective

Fuzzy Genetics-Based Machine Learning …………………………………………………………………..1724 Hisao Ishibuchi, Yusuke Nakashima, Yusuke Nojima

5. Complexity, Interpretability and Explanation Capability of Fuzzy Rule-Based Classifiers ……………1730

Hisao Ishibuchi, Yutaka Kaisho, Yusuke Nojima

XXVIII

Poster Session 1. On The Use of Fuzzy Rule Interpolation Techniques For Monotonic Multi-Input Fuzzy Rule

Base Models …………………………………………………………………………………………………...1736 Kai Meng Tay, Chee Peng Lim

2. F.C.A: Designing a Fuzzy Clustering Algorithm for Haplotype Assembly ………………………………1741

M-Hossein Moeinzadeh, Ehsan Asgarian, Morteza Mohammad Noori, Mehdi Sadeghi, Sara Sharifian-R 3. A Novel Control Scheme for a Class of Nonlinear Systems with Time Delays Based on

Fuzzy Hyperbolic Model ……………………………………………………………………………………..1745 Jun Yang, Huaguang Zhang, Derong Liu

4. Study on Water Resource Risk Using the Interior-Outer Set Model ……………………………………..1751

Lihua Feng 5. Experimental Analysis on Objective Weights with Intuitionistic Fuzzy Entropy Measures in

Multi-Attribute Decision Problems ………………………………………………………………………….1757 Ting-Yu Chen, Chia-Hang Li, Che-Wei Choi

6. Multiple Attribute Decision Making Based on Induced OWA Operator ………………………………...1763

Chunfu Wei, Zheng Pei, Bo Li 7. A New All-Neighbor Fuzzy Association Technique for Multitarget Tracking in a

Cluttered Environment ………………………………………………………………………………………1767 Ashraf M. Aziz

8. Extended T-S Fuzzy Model Based on Interval Arithmetic and Its Application to Interval

Nonlinear Regression Analysis ………………………………………………………………………………1773 Sun Changping, Xu Zhengguang

9. Exploring the Effects of Intuitionistic Fuzzy Separation Measures on TOPSIS Rankings ……………..1779

Ting-Yu Chen, Yi-Wen Li, Che-Wei Choi 10. An Analysis of Partition Index Maximization Algorithm ………………………………………………..1785

Kuo-Lung Wu 11. Adaptive Fuzzy Sliding Mode Control for a Class of Underactuated Systems …………………………1791

Chung-Chun Kung, Ti-Hung Chen, Liang-Chih Huang 12. Virtual Presence e-Learning Using Learning History Database of Collective Intelligence ……………1797

Chang Suk Kim, Sung Shin Park 13. Hybrid Intelligent Modeling and Prediction of Texture Segmented Lesion from 4DCT

Scans of Thorax ………………………………………………………………………………………………1801 Kakar Manish, Olsen Rune Dag

14. Estimation of Distribution Algorithms Making Use of Both High Quality and Low

Quality Individuals …………………………………………………………………………………………...1806 Yi Hong, Guopu Zhu, Sam Kwong, Qingsheng Ren

15. Buckley-Feuring Solutions for Non-Polynomial Fuzzy Partial Differential Equations.

Application to Utility Theory ………………………………………………………………………………..1814 David Galvez, Jose Luis Pino

16. GMM-QNT Hybrid Framework for Vision-Based Human Motion Analysis …………………………..1820

Chee Seng Chan, Honghai Liu 17. Triplet of FCM Classifiers ………………………………………………………………………………….1826

XXIX

Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu 18. A Novel Multi-Level Quantization Scheme for Discrete Particle Swarm Optimization ……………….1834

Hwachang Song, Ryan Diolata, Young Hoon Joo 19. Effects of Fuzzy Membership Function Shapes on Clustering Performance in

Multisensor-Multitarget Data Fusion Systems ……………………………………………………………..1839 Ashraf M. Aziz

20. Multi-Criteria Decision-Making and Extracting Fuzzy Linguistic Summaries Based on

Intuitionistic Fuzzy Sets ……………………………………………………………………………………...1845 Bo Li, Zheng Pei, Chengjie Li, Chunfu Wei

21. Design of Collision Avoidance System for a Chicken Robot Based on Fuzzy Relation Equations …….1851

Alexey Gribovskiy, Francesco Mondada 22. A Comparison of Type-1 and Type-2 Fuzzy Controllers in a Micro-Robot Context …………………..1857

Philip A.S. Birkin, Jonathan M. Garibaldi 23. The Multi-Audiences Intelligent Online Presentation System …………………………………………...1863

Sandy W. K. Wong, Hillman W. K. Tam, Edward H. Y. Lim, James N. K. Liu, Raymond S. T. Lee 24. A Fuzzy-Based Design Procedure for a Single-Stage Sampling Plan ……………………………………1869

S. Ajorlou, A. Ajorlou 25. An SVD-Based Watermarking Scheme Using Improved Micro-Genetic Algorithm …………………..1875

Chih-Chin Lai, Cheng-Chih Tsai, Shing-Tai Pan 26. A Comparison and Analysis of Genetic Algorithm and Particle Swarm Optimization Using

Neural Network Models for High Efficiency Solar Cell Fabrication Processes ………………………….1879 Hyun-Soo Kim, Sang Jeen Hong, Seung-Soo Han

27. A Novel Cluster Validity Criterion for Fuzzy C-Regression Models ……………………………………1885

Chung-Chun Kung, Jui-Yiao Su, Yi-Fen Nieh 28. Modeling Based on Multi Objective Decision Making for Determining of

Goals' Appropriate Selection ………………………………………………………………………………...1891 Javad Jassbi, Reza Radfar, Rasool Babaali

29. Human Activity Recognition Using a Fuzzy Inference System …………………………………………..1897

Mohammad Helmi, Seyed Mohammad Taghi AlModarresi 30. A Self-Adaptive Control Algorithm of the Artificial Fish Formation …………………………………...1903

Xiaojuan Ban, Yunmei Yang, Shurong Ning, Xiaolong Lv, Jin Qin 31. A Fuzzy Approach for Mining High Utility Quantitative Itemsets ……………………………………...1909

Chia-Ming Wang, Shyh-Huei Chen, Yin-Fu Huang 32. Design of Adaptive Prediction Systems Based on Rough Sets …………………………………………...1914

Young-Keun Bang, Chul-Heui Lee 33. A Novel Approach to Discovering the Pattern of Customer ……………………………………………..1920

Tao Zhang, Xu Xu 34. Mining Pattern of Supplier with the Methodology of Domain-Driven Data Mining …………………...1925

Xu Xu, Jie Lin, Dongming Xu 35. Fuzzy Image Restoration for Noise Reduction Based on Dempster-Shafer Theory ……………………1931

Tzu-Chao Lin

XXX

36. Efficient Adaptive Filter Design to the Active Noise Control System …………………………………...1937 Cheng-Yuan Chang, Fuh-Hsin Hwang, I-Ling Chung, Chang-Min Chou

37. Research of Fault-Characteristic Extractive Technology Based on Particle Swarm Optimization …...1941

Pan Hongxia, Huang Jinying, Mao Hongwei 38. Financial Trend Forecasting with Fuzzy Chaotic Oscillatory-Based Neural Networks (CONN) ……..1947

K. M. Kwong, Max H. Y. Wong, Raymond S. T. Lee, James N. K. Liu, Jane You 39. Assessing Similarity between Cases by Means of Fuzzy Rules …………………………………………..1953

Ning Xiong 40. Multi-Camera Tracking System in a Large Area Case …………………………………………………..1959

Zalili Binti Musa, Junzo Watada 41. Chemical Vapor Deposition Quality Prediction System Based on Support Vector Regression and

Fuzzy Learning Mechanism …………………………………………………………………………………1965 Jui-Yiao Su, Ching-Shun Chen

42. The Geometric Interval Type-2 Fuzzy Logic Approach in Robotic Mobile Issue ……………………...1971

Nesrine Baklouti, Adel M. Alimi 43. Investigation of Effective Region for Data Dissemination in Road Networks Using

Vehicular Ad hoc Network …………………………………………………………………………………..1977 Fatemeh Rezaei, Kshirasagar Naik, Amiya Nayak

44. Application of Incomplete Linguistic Preference Relations in predicting the success of

ERP Implementation …………………………………………………………………………………………1983 Shu-Chen Hsu, Tien-Chin Wang, Tsung-Han Chang, Juifang Chang

45. Delay-Dependent Fuzzy Controller Design for Stabilization of Nonlinear Systems with

Multiple Non-Commensurate Time Delays …………………………………………………………………1989 Rong-Jyue Wang

46. The Multiple-Function Intelligent Robotic Arms …………………………………………………………1995

Rong-Jyue Wang, Jun-Wei Zhang, Jia-Ming Xu, Hsin-Yu Liu 47. Human Activities of Daily Living Recognition Using Fuzzy Logic for Elderly Home Monitoring ……2001

Hamid Medjahed, Dan Istrate, Jerome Boudy, Bernadette Dorizzi 48. Parameter Tuning of Membership Functions of a Fuzzy Logic Controller for an Autonomous

Wheeled Mobile Robot Using Ant Colony Optimization …………………………………………………..2007 Ricardo Martinez-Marroquin, Oscar Castillo, Jose Soria

49. Design of Interval Type-2 Fuzzy Neural Networks and Their Optimization Using Real-Coded

Genetic Algorithms …………………………………………………………………………………………...2013 Keon-Jun Park, Sung-Kwun Oh, Witold Pedrycz

50. On the Effectiveness of Fuzzy Clustering as a Data Discretization Technique for

Large-Scale Classification of Solar Images …………………………………………………………………2019 Juan M. Banda, Rafal A. Angryk

51. Performance Assessment of Nonlinear Control Systems Based on Fuzzy Modeling …………………...2025

Zhi Zhang, Li-Sheng Hu, Xue-Lian Zhang 52. Data Reduction Algorithm for Remote Monitoring System Base on Ubiquitous Sensor Network ……2030

Cong yi Zhang, Eysu Yook, Su jin Kim, Sung-ho Kim 53. Fuzzy Semi-Active Control of MR Damper for Structural Base Isolation ……………………………...2035

Han Wang, Heidar Malki, Gangbing Song

XXXI

54. A Study on Multi-Agent Reinforcement Learning Problem Based on Hierarchical

Modular Fuzzy Model ………………………………………………………………………………………..2041 Toshihiko Watanabe

55. A Genetic Algorithm with Utilizing Lethal Chromosomes ……………………………………………….2047

Yalong Zhang, Xuan Ma, Jousuke Kuroiwa, Tomohiro Odaka, Hisakazu Ogura 56. Refining Classifier from Unsampled Data ………………………………………………………………...2051

Donghai Guan, Yongkoo Han, Young-Koo Lee, Sungyoung Lee, Chongkug Park 57. Fuzzy Objective Functions for Robust Pattern Recognition ……………………………………………..2057

Tai-Ning Yang, Chih-Jen Lee, Shi-Jim Yen 58. Development of the Facial Feature Extraction and Emotion Recognition Method based on

ASM and Bayesian Network …………………………………………………………………………………2063 Kwang-Eun Ko, Kwee-Bo Sim

59. Develop Simulation and Trial test Q-Learning system for Soccer Robot System ………………………2067

Takeshi Kiyoto, Yukinobu Hoshino 60. Development of Fuzzy Controller for the Steering Angle and the Motor Power Control

Application to the Line Trace Car …………………………………………………………………………..2072 Hiroshi Takimoto, Yukinobu Hoshino

61. Dynamic System Identification Using Recurrent Neural Network with Multi-Valued

Connection Weights …………………………………………………………………………………………..2077 Arit Thammano, Phongthep Ruxpakawong

62. An Auto-Mated Network Management Using Artificial Intelligent Techniques ……………………….2083

Hayoung Oh, Chong-kwon Kim 63. Implication-Based and Cardinality-Based Inclusions in Information Retrieval ………………………..2088

Patrick Bosc, Laurent Ughetto, Olivier Pivert, Vincent Claveau 64. A Fuzzy Cognitive Map Based Tool for Prediction of Infectious Diseases ……………………………...2094

Elpiniki I. Papageorgiou, Nikolaos I. Papandrianos, Georgia Karagianni, George C. Kyriazopoulos, Dimitrios Sfyras 65. Collision Avoidance Algorithm Based on Fuzzy Expert Systems for Multi-Path Planning ……………2100

Sungyoung Jung, Jungmin Kim, Sungshin Kim 66. State Feedback Fuzzy-Model-Based Control for Discrete-time Markovian Jump Nonlinear

Systems with Time-Varying Delays …………………………………………………………………………2105 Min Kook Song, Jin Bae Park, Young Hoon Joo, Jin Kyu Kim

67. Output-Feedback Sampled-Data Control for Uncertain Nonlinear System ……………………………2109

Hwa Chang Sung, Jin Bae Park, Young Hoon Joo 68. Evolutionary Method Combining Particle Swarm Optimization and Genetic Algorithms

Using Fuzzy Logic for Decision Making …………………………………………………………………….2114 Fevrier Valdez, Patricia Melin, Oscar Castillo

69. Application of Interval Type-2 Fuzzy Logic for Estimating Module Relevance in

Sugeno Integration of Modular Neural Networks ………………………………………………………….2120 Olivia Mendoza, Patricia Melin, Oscar Castillo

70. Fuzzy CMAC Structures …………………………………………………………………………………...2126

Kamran Mohajeri, Manijeh Zakizadeh, Bijan Moaveni, Mohammad Teshnehlab

XXXII

71. A Preprocessing of Outlier Using Kernel PCA and Factor Scores in Regression Model ………………2132 Kyung-Whan Oh, Sunghae Jun, Yong-Jun Kim

72. Intelligent Multi-Agent Based Convergence Systems …………………………………………………….2136

Young Im Cho 73. On Hybrid Genetic Models for Hard Problems …………………………………………………………..2142

Marco Carpentieri, Alessandro Pappalardo, Domenica Sileo, Gianvito Summa 74. Abductive Reasoning with Type 2 Fuzzy Sets …………………………………………………………….2148

Debasish Datta, Amit Konar, Ananda Sankar Chowdhury, Swagatam Das, A. K. Nagar 75. Improved Observer-Based Adaptive Fuzzy Tracking Control for MIMO Nonlinear Systems ………..2154

Sinda Aloui, Olivier Pages, Ahmed El hajjaji, Abdessattar Chaari, Yassine Koubaa 76. Improving plan about Lifetime Prediction of Gas Turbine throughout Image Processing ……………2160

Seung Jun Mok, Moon Soo Chang, Sun Mee Kang 77. Pattern Based Object Segmentation Using Split and Merge ……………………………………………..2166

Ziaul Karim, Nafize Rabbani Paiker, Ameer Ali Mohammad, Golam Sorwar, M. M. Islam 78. Segmentation of the Liver in CT Images Using Pseudocolorization and Labeling Methods …………..2170

Kyung-Hoon Hwang, Jin-Woo Jung 79. The Improved Particle Filter for Motion Estimation …………………………………………………….2175

Cheol-hun Han, Kwee-Bo Sim 80. A Genetic Algorithms for On-Line Calculation with Application to System Theory …………………..2180

Hong-Gi Lee, Jin-Man Hong, Hoon Kang, Kwee-Bo Sim 81. A Dependent-Chance Programming Model for Fuzzy Time-Cost Trade-off Problem ………………...2183

Hua Ke, Weimin Ma