GrC 2007: San Jose, CA, USA

Keynote Speakers

• Tzung-Pei Hong:
  On Genetic-Fuzzy Data Mining Techniques. 3
  
• Janusz Kacprzyk:
  Linguistic Summaries of Static and Dynamic Data: Computing with Words and Granularity. 4-5
  
• T. Y. Lin:
  Granular Computing and Web Processing: Representing Documents in Polyhedron. 6
  
• Ling Liu:
  Towards Mobile Internet: Location Privacy Threats and Granular Computation Challenges. 7-
  

Granular Computing: Methodologies

• C. Maria Keet:
  Granulation with Indistinguishability, Equivalence, or Similarity. 11-16
  
• Daowu Pei:
  Some Models of Granular Computing. 17-21
  
• Yan Lin, Liu Qing:
  A Logical Method of Formalization for Granular Computing. 22-27
  
• Wen-Ran Zhang, Justin Zhan:
  A Scientific Decoding of YinYang 1-2-4-8-64 for Equilibrium-Based Granular Computing. 28-31
  
• Yunhua Chen, Yongquan Yu, Bi Zeng, Minghui Wang:
  Application of Granular Computing in Extension Criminal Reconnaissance System. 32-35
  
• Hong Hu, Zhongzhi Shi:
  Granular Computing in the Information Transformation of Pattern Recognition. 36-39
  
• Trong Wu:
  Multitasking is the Primary Choice for Granular Computing. 40-43
  
• Qing Liu, Huasheng Zhu, Lan Liu:
  The Granulations Based on Meaning of Rough Logical Formulas and its Lock Resolution. 44-49
  
• Xiaosheng Wang:
  A Study of Information Granules. 50-
  

Granular Computing: Strategies

• Tomas Co:
  Modeling Dynamic Processes Using Granular Runge-Kutta Methods. 55-60
  
• Taorong Qiu, Xiaoqing Chen, Qing Liu, Houkuan Huang:
  A Granular Space Model for Ontology Learning. 61-65
  
• Jianchao Han, Jing Dong:
  Perspectives of Granular Computing in Software Engineering. 66-71
  
• Yiyu Yao:
  Structured Writing with Granular Computing Strategies. 72-77
  
• Gaowei Yan, Gang Xie, Keming Xie, Tsau Young Lin:
  Granular Computing Based Sorting Method in Multi-Objective Optimization. 78-
  

Granular Network Modeling

• Jiali Feng:
  Attribute Computing Network Induced by Linear Transformation and Granular Transformation of Qualitative Criterion. 83-88
  
• Shaobo Deng, Min Li, Sujie Guan, Lian Chen:
  The Structure of Granular Network Based on Granular Computing and its Application in Data Reduction. 89-92
  
• Yong Hu, Juhua Chen, Jiaxing Huang, Mei Liu, Kang Xie:
  Analyzing Software System Quality Risk Using Bayesian Belief Network. 93-96
  
• Lingbo Kong, Zhe Chen, Fuliang Yin:
  Optimum Design of a Window Function Based on the Small-World Networks. 97-
  

Fuzzy Set and Fuzzy Control

• Xinyuan Liang:
  Reasoning Algorithm of Multi-Value Fuzzy Causality Diagram Based on Unitizing Coefficient. 101-104
  
• Ming-Wen Shao, Chang-Xuan Wan:
  Multi-level Formal Concepts in Fuzzy Formal Contexts. 105-109
  
• Chengyi Zhang, Bencheng Wei, Guohui Chen:
  On Consistency of Fuzzy Clustering Analysis. 110-113
  
• Hayato Yamaguchi, Hiroshi Nakajima, Kazuhiko Taniguchi, Syoji Kobashi, Katsuya Kondo, Yutaka Hata:
  Fuzzy Detection System of Behavior before Getting Out of Bed by Air Pressure and Ultrasonic Sensors. 114-119
  
• Byeong Seok Ahn:
  An Efficient Elimination of Input Data in the OWA Aggregation. 120-123
  
• Wei-bin Zhang, Bu-zhou Wu, Wen-jiang Liu:
  Anti-Congestion Fuzzy Algorithm for Traffic Control of a Class of Traffic Networks. 124-128
  
• Yu Qiu, Yanqing Zhang, Yichuan Zhao:
  Statistical Genetic Interval-Valued Fuzzy Systems with Prediction in Clinical Trials. 129-132
  
• Yi Cheng, Duoqian Miao, Qinrong Feng:
  A Novel Approach to Generating fuzzy Rules Based on Dynamic Fuzzy Rough Sets. 133-
  

Type-2 Fuzzy Set

• Hooman Tahayori, Andrea Visconti, Giovanni Degli Antoni:
  Email Granulation Based On Augmented Interval Type-2 Fuzzy Set Methodologies. 139-144
  
• Oscar Castillo, Patricia Melin, Janusz Kacprzyk, Witold Pedrycz:
  Type-2 Fuzzy Logic: Theory and Applications. 145-150
  
• Olivia Mendoza, Patricia Melin, Guillermo Licea:
  A New Method for Edge Detection in Image Processing Using Interval Type-2 Fuzzy Logic. 151-156
  
• Juan R. Castro, Oscar Castillo, Patricia Melin, Antonio Rodríguez Díaz:
  Hybrid Learning Algorithm for Interval Type-2 Fuzzy Neural Networks. 157-162
  

Rough Computing

• Yuhua Qian, Jiye Liang, Chuangyin Dang:
  MGRS in Incomplete Information Systems. 163-168
  
• Chen Wu, Xiaohua Hu, Zhoujun Li, Xiaohua Zhou, Palakorn Achananuparp:
  Algorithms for Different Approximations in Incomplete Information Systems with Maximal Compatible Classes as Primitive Granules. 169-174
  
• Chen Wu, Xiaohua Hu, Xiajiong Shen, Xiaodan Zhang, Yi Pan:
  An Incremental Algorithm for Mining Default Definite Decision Rules from Incomplete Decision Tables. 175-179
  
• Guilong Liu, Xiaoli Song, Xiaoxia Zhao:
  Rough Sets and Zadeh's Extension Principles. 180-185
  
• Xiaohong Zhang, Yingcang Ma, Zhanao Xue, Gang Yao:
  Implication Operators Based on Rough Set Model over Boolean Algebras. 186-191
  
• Mehmet R. Tolun, Hayri Sever, A. Kadir Gorur:
  Production and Retrieval of Rough Classes in Multi Relations. 192-198
  
• Qinghua Zhang, Guoyin Wang, Jun Hu, Hai-Tao Teng:
  Approximation Partition Spaces of Covering Space. 199-204
  
• Xiaohong Zhang, Gang Yao:
  Generalized Rough Set Model on De Morgan Algebras. 205-208
  
• Hui Sun, Ying Wang, LinLin He, Qing Liu:
  Properties of Rough Sets in Normed Linear Space and its Proof. 209-212
  
• Wei-Zhi Wu:
  Rough Set Approximations Based on Random Sets. 213-216
  
• Jianhua Dai:
  Study on the Axis Problem of Rough 3-Valued Algebras. 217-220
  
• Yangsheng Ji, Lin Shang:
  RoughTree A Classifier with Naive-Bayes and Rough Sets Hybrid in Decision Tree Representation. 221-226
  
• Fei Chen:
  Research on Statistical Relational Learning and Rough Set in SRL. 227-
  

Rough Set Application

• Jianwen Fang, Jerzy W. Grzymala-Busse:
  Predicting Penetration Across the Blood-Brain Barrier - A Rough Set Approach. 231-236
  
• Mary Anita Rajam V, V. Uma Maheswari, Arul Siromoney:
  Extensions in Mobile Ad Hoc Routing Using Variable Precision Rough Sets. 237-240
  
• Longjun Huang, Minghe Huang, Bin Guo, Zhiming Zhuang:
  A New Method for Constructing Decision Tree Based on Rough Set Theory. 241-244
  
• An Qiusheng, Gaoping Wang, Wenxiu Zhang:
  The Study of Normal Form of Relational Database Based on Rough Sets Theory. 245-248
  
• Jiucheng Xu, Lin Sun:
  Knowledge Reduction and its Rough Entropy Representation of Decision Tables in Rough Set. 249-
  

Concept Learning

• Janardhana Punuru, Jianhua Chen:
  Learning for Semantic Classification of Conceptual Terms. 253-258
  
• Jing Wang, Fan-zhang Li:
  Autonomic Learning Model and Algorithm Based on DFL. 259-264
  
• Cheong Hee Park, Hongsuk Shim:
  On Detecting an Emerging Class. 265-270
  
• Huanling Tang, Mingyu Lu, Na Liu:
  Co_NBM: A Semi-Supervised Categorization Algorithm Based TEF_WA Technique. 271-274
  
• Muhammad Abdul Qadir, Muhammad Fahad, Muhammad Wajahaat Noshairwan:
  On Conceptualization Mismatches Between Ontologies. 275-278
  
• Muhammad Abdul Qadir, Muhammad Fahad, Syed Adnan Hussain Shah:
  Incompleteness Errors in Ontology. 279-282
  
• Muhammad Fahad, Muhammad Abdul Qadir, Muhammad Wajahaat Noshairwan:
  Semantic Inconsistency Errors in Ontology. 283-286
  

Data Mining

• Jan Rauch:
  Observational Calculi, Classes of Association Rules and F-property. 287-293
  
• Jiye Li, Nick Cercone, Robin Cohen:
  Addressing Missing Attributes during Data Mining Using Frequent Itemsets and Rough Set Based Predictions. 294-300
  
• Jerzy W. Grzymala-Busse, Witold J. Grzymala-Busse, Zdzislaw S. Hippe, Wojciech Rzasa:
  A Comparison of Three Approximation Strategies for Incomplete Data Sets. 301-306
  
• Yuefeng Li:
  Interpretations of Discovered Knowledge in Multidimensional Databases. 307-312
  
• Zejin Jason Ding, Jian Yu, Yanqing Zhang:
  A New Improved K-Means Algorithm with Penalized Term. 313-317
  
• Masaaki Kanakubo, Masafumi Hagiwara:
  Speed-up Technique for Association Rule Mining Based on an Artificial Life Algorithm. 318-323
  
• Trevor P. Martin, Yun Shen, Ben Azvine:
  Finding Soft Relations in Granular Information Hierarchies. 324-329
  
• Jiye Li, Nick Cercone, Jianchao Han:
  A Method of Finding Representative Sets of Rules. 330-335
  
• Saeed Reza Ostadzadeh, Mohammad Soleimani, Majid Tayarani:
  Prediction of the Input Impedance of Two Coupled Dipole Antennas in the Echelon Form. 336-340
  
• Albert Sutojo:
  Concept Mining Using Association Rule and Combinatorial Topology. 341-346
  
• Chunqin Gu, HuiYou Chang, Yang Yi:
  Overview of Workflow Mining Technology. 347-350
  
• Fedja Hadzic, Tharam S. Dillon, Elizabeth Chang:
  Tree Mining Application to Matching of Heterogeneous Knowledge Representations. 351-357
  
• Chin-Ang Wu, Wen-Yang Lin, Chuan-Chun Wu:
  Ontology-Assisted Query Formulation in Multidimensional Association Rule Mining. 358-361
  
• Uday Seelam, Chien-Chung Chan:
  A Study of Data Reduction Using Multiset Decision Tables. 362-367
  
• Yu-Chin Cheng, Chien-Hung Chen, Chung-Chih Chiang, Jun-Wei Wang, Chi-Sung Laih:
  Generating Attack Scenarios with Causal Relationship. 368-373
  
• Kilho Shin, Justin Zhan:
  A Verification Scheme for Data Aggregation in Data Mining. 374-379
  
• Rupa Parameswaran, Douglas M. Blough:
  Privacy Preserving Collaborative Filtering Using Data Obfuscation. 380-386
  
• Albert Sutojo:
  Concept Mining using Association Rules and Combinatorial Topology. 387-
  

Clustering and Classification

• Fusheng Yu, Keqiang Dong, Fei Chen, Yongke Jiang, Wenyi Zeng:
  Clustering Time Series with Granular Dynamic Time Warping Method. 393-398
  
• Fusheng Yu, Juan Tang, Ruiqiong Cai:
  A Necessary Preprocessing in Horizontal Collaborative Fuzzy Clustering. 399-403
  
• Yasunori Endo, Yukihiro Hamasuna, Sadaaki Miyamoto:
  Agglomerative Hierarchical Clustering for Data with Tolerance. 404-409
  
• Guido Del Vescovo, Antonello Rizzi:
  Automatic Classification of Graphs by Symbolic Histograms. 410-416
  
• Yan Gao, Shiwen Gu, Jianhua Li, Zhining Liao:
  A Weighted Consensus Function Based on Information-Theoretic Principles to Combine Soft Clusterings. 417-422
  
• Tuan-Fang Fan, Churn-Jung Liau, Tsau Young Lin:
  Positional Analysis in Fuzzy Social Networks. 423-428
  
• Jiuzhen Liang, Guangbin Li:
  Hierarchical Clustering Algorithm Based on Granularity. 429-432
  
• Ehsan Rahimi, Shahriar Baradaran Shokouhi, Ali Sadr:
  A Parallelized and Pipelined Datapath to Implement ISODATA Algorithm for Rosette Scan Images on a Reconfigurable Hardware. 433-436
  
• Jian Yu, Pengwei Hao:
  The Worse Clustering Performance Analysis. 437-441
  
• Ryo Inokuchi, Sadaaki Miyamoto:
  Sparse Possibilistic Clustering with L1 Regularization. 442-
  

Artificial Intelligence

• Jerry M. Mendel, Dongrui Wu:
  Perceptual Reasoning: A New Computing with Words Engine. 446-451
  
• Rui Yan, Paul C. Boutros, Igor Jurisica, Linda Z. Penn:
  Comparison of Machine Learning and Pattern Discovery Algorithms for the Prediction of Human Single Nucleotide Polymorphisms. 452-457
  
• Hidenao Abe, Shusaku Tsumoto, Miho Ohsaki, Hideto Yokoi, Takahira Yamaguchi:
  Evaluation of Learning Costs of Rule Evaluation Models Based on Objective Indices to Predict Human Hypothesis Construction Phases. 458-464
  
• Shusaku Tsumoto, Shoji Hirano:
  Meaning of Pearson Residuals - Linear Algebra View. 465-470
  
• Changbing Li, Yong Wang, Maokang Du, Changjiang Yue:
  Multicast Routing Scheme Based on Chaotic Optimization Adaptive Genetic Algorithm. 471-476
  
• Xinying Xu, Gaowei Yan, Keming Xie, T. Y. Lin:
  Immune Evolution Algorithm Based Dynamic Path Planning Approach for the Soccer Robot. 477-480
  
• Xueying Zhang, Yueling Guo, Xuemei Hou:
  A Speech Recognition Method of Isolated Words Based on Modified LPC Cepstrum. 481-484
  
• Sumalee Sonamthiang, Nick Cercone, Kanlaya Naruedomkul:
  Discovering Hierarchical Patterns of Students' Learning Behavior in Intelligent Tutoring Systems. 485-489
  
• Junhee Lee, Sue J. Lee, Yeonchool Park, Sukhan Lee:
  Object Recognition Architecture Using Distributed and Parallel Computing with Collaborator. 490-497
  
• Ziping Zhao, Tingjian Zhao, Yaoting Zhu:
  A Maximum Entropy Markov Model for Prediction of Prosodic Phrase Boundaries in Chinese TTS. 498-501
  
• Hui Wang, Zhiwei Lin:
  A Novel Algorithm for Counting All Common Subsequences. 502-
  

Neural network Computing

• Xueying Zhang, Gaoyun Li, Feng Qiao:
  A Speech Endpoint Detection Algorithm Based on Entropy and RBF Neural Network. 506-509
  
• M. Samer Charifa, Ahmad Suliman, Marwan Bikdash:
  Face Recognition Using a Hybrid General Backpropagation Neural Network. 510-515
  
• Hosein Marzi, Mark Turnbull:
  Use of Neural Networks in Forecasting Financial Market. 516-521
  
• Maryam Esmaeili, Mohamad H. Jabalameli, Zeinab Moghadam:
  A New Scheme of EEG Signals Processing in Brain-Computer Interface Systems. 522-527
  
• Qun Liu, Xiaofeng Liao, Degang Yang, Songtao Guo:
  The Research for Hopf Bifurcation in a Single Inertial Neuron Model with External Forcing. 528-533
  
• HuiYu Jiang, Min Dong, XiangPeng Li, Feng Yang:
  Improved Algorithm of BP Neural Network and its Application to Prediction of K/S Value in Dyeing with Reactive Dyes. 534-537
  
• Degang Yang, Qun Liu, Yong Wang:
  A Novel Delay-Dependent Global Stability Criterion of Delayed Hopfield Neural Networks. 538-541
  
• Ram Dayal Goyal:
  Knowledge Based Neural Network for Text Classification. 542-547
  
• Jun Xie, Gaowei Yan, Keming Xie, T. Y. Lin:
  Neuro-Fuzzy Model-Based CUSUM Method Application in Fault Detection on an Autonomous Vehicle. 548-551
  
• Zhiguo Cao, Yang Xiao, Lamei Zou:
  The Application of Run-Length Features in Remote Sensing Classification Combined with Neural Network and Rough Set. 552-557
  
• Min Dong, HuiYu Jiang, XiangPeng Li, Qing Liu:
  An Application of CP Neural Network Based on Rough Set in Image Edge Detection. 558-
  

Computer/Network/Internet Security

• Xuren Wang, Famei He, Lizhen Liu:
  Application of Rough Set Theory to Intrusion Detection System. 562-565
  
• Dat Tran, Wanli Ma, Dharmendra Sharma, Thien Nguyen:
  Fuzzy Vector Quantization for Network Intrusion Detection. 566-570
  
• Dat Tran, Wanli Ma, Dharmendra Sharma, Thien Nguyen:
  Possibility Theory-Based Approach to Spam Email Detection. 571-575
  
• Akkapeddi Chandra Sekhar, K. R. Sudha, P. V. G. D. Prasad Reddy:
  Data Encryption Technique Using Random Number Generator. 576-579
  
• Min Li, Shaobo Deng, ChunHua Zhou:
  Research on Adaptive Congestion Control Based on One Way Delay. 580-583
  
• James Kuodo Huang, Bang-su Chen:
  SRML Learning Game Theory with Application to Internet Security and Management Systems. 584-587
  
• Baixing Chen, Xiufen Fu, Xiayu Zhang, Lei Su, Dan Wu:
  Design and Implementation of Intranet Security Audit System Based on Load Balancing. 588-591
  
• Zhen Liu:
  Grid-Based Service Creation for Next-Generation Networks. 592-597
  
• Hyun-A Park, Bum Han Kim, Dong Hoon Lee, Yon Dohn Chung, Justin Zhan:
  Secure Similarity Search. 598-
  

Biomedical and Bioinformatics

• Min Hu, Weiming Sun:
  MHC Regulation Based Immune Formula Discovering Algorithm (IFDA). 605-610
  
• Shusaku Tsumoto:
  Mining Diagnostic Taxonomy and Diagnostic Rules for Multi-Stage Medical Diagnosis from Hospital Clinical Data. 611-616
  
• Yutaka Hata, Katsuya Kondo, Syoji Kobashi:
  Fine Granule Evaluation Model from Coarse Granule in Medical Ultrasonic System. 617-621
  
• Mitsuhiro Yoneda, Hiroshi Tasaki, Naoki Tsuchiya, Hiroshi Nakajima, Takehiro Hamaguchi, Shojiro Oku, Toshikazu Shiga:
  A Study of Bioelectrical Impedance Analysis Methods for Practical Visceral Fat Estimation. 622-627
  
• James Kuodo Huang:
  On Systems Software Engineering with Application to Bioinformatics. 628-631
  
• Syoji Kobashi, Yuko Fujimoto, Masayo Ogawa, Kumiko Ando, Reiichi Ishikura, Katsuya Kondo, Shozo Hirota, Yutaka Hata:
  Fuzzy-ASM Based Automated Skull Stripping Method from Infantile Brain MR Images. 632-635
  
• Satoshi Yamaguchi, Kouki Nagamune, Keisuke Oe, Syoji Kobashi, Katsuya Kondo, Yutaka Hata:
  Fuzzy Logic Approach to Identification of Cellular Quantity by Ultrasonic System. 636-639
  
• Wei Gao:
  New Computational Model from Ant Colony. 640-643
  
• Dan Li, Jitender S. Deogun, Kefei Wang:
  Gene Function Classification Using Fuzzy K-Nearest Neighbor Approach. 644-647
  
• Jian Wen, Zhoujun Li:
  Semantic Smoothing the Multinomial Naive Bayes for Biomedical Literature Classification. 648-
  

Support Vector Machine

• Pawan Lingras, Cory J. Butz:
  Precision and Recall in Rough Support Vector Machines. 654-658
  
• Ying Sai, Zheng Yuan, Kanglin Gao:
  Mining Stock Market Tendency by RS-Based Support Vector Machines. 659-664
  
• Manabu Nii, Shigeru Ando, Yutaka Takahashi, Atsuko Uchinuno, Reiko Sakashita:
  Nursing-Care Freestyle Text Classification Using Support Vector Machines. 665-
  

Web Intelligence

• Xiajiong Shen, Yan Xu, Junyang Yu, Ke Zhang:
  Intelligent Search Engine Based on Formal Concept Analysis. 669-674
  
• Xiayu Zhang, Yongquan Yu, Baixing Chen, Feng Ye, Tan Xingxing:
  An Extension-Based Dynamic Load Balancing Model of Heterogeneous Server Cluster. 675-679
  
• Li Lu, Tsau Young Lin:
  Granular Index for XML Database. 680-685
  
• Guido Del Vescovo, Antonello Rizzi:
  Online Handwriting Recognition by the Symbolic Histograms Approach. 686-690
  
• Zhongda Lin, Kun Deng, Yanfen Hong:
  Research of Web Pages Categorization. 691-694
  
• Janette Hicks, Madhusudhan Govindaraju, Weiyi Meng:
  Enhancing Discovery of Web Services through Optimized Algorithms. 695-698
  
• Youngho Kim, Yuchul Jung, Sung-Hyon Myaeng:
  Identifying Opinion Holders in Opinion Text from Online Newspapers. 699-
  

Information Retrieval and Text Mining

• Chang Liu, Hui Wang, Sally I. McClean, Jun Liu, Shengli Wu:
  Syntactic Information Retrieval. 703-707
  
• Haiyi Zhang, Di Li:
  Naïve Bayes Text Classifier. 708-711
  
• Ivan Radev:
  Visual Search of Web Multimedia Information Supported by the XHMG System. 712-
  

Quotient and Quantum Computing

• Michael Cebulla:
  Fuzzy Quotients in Reactive Common Sense Reasoning. 718-723
  
• Shuping He, Fan-zhang Li:
  A Symmetrical Linear Transform Learning Algorithm on Quantum Group. 724-727
  
• Yue-Jin Lv, Nan-Xing Liu:
  Application of Quantum Genetic Algorithm on Finding Minimal Reduct. 728-
  

Others

• Jingtao Yao:
  A Ten-year Review of Granular Computing. 734-739
  
• Fengbin Zheng, Xiajiong Shen, Qiang Ge:
  A Study of the Query Target of the Chinese Query Sentence. 740-744
  
• Mi-Young Park, Seok Young Kim, Hyuk-Ro Park:
  Visualization of Affect-Relations of Message Races for Debugging MPI Programs. 745-750
  
• Mehdi Hakimi, Seyyed Masoud Moghaddas Tafreshi, M. R. Rajati:
  Unit Sizing of a Stand-Alone Hybrid Power System Using Model-Free Optimization. 751-756
  
• Su-Fen Chen, Hui Sun:
  Application of Swarm Intelligence Algorithm to Improve on Multiple Regression. 757-760
  
• Dilip Gopichand Khairnar, S. N. Merchant, Uday B. Desai:
  Nonlinear Target Identification and Tracking Using UKF. 761-764
  
• Mark B. Moss:
  Comparing Centralized and Distributed Approaches for Operational Impact Analysis in Enterprise Systems. 765-769
  
• Lisa Singh, Justin Zhan:
  Measuring Topological Anonymity in Social Networks. 770-774
  
• Antoni Martínez-Ballesté, Agusti Solanas:
  Privacy in the Information and Communications Technologies. 775-780
  
• Tingting Chen, Sheng Zhong:
  Enhancing Privacy of Released Database. 781-786
  
• Ran Wei, Justin Zhan:
  Improved Customers' Privacy Preference Policy. 787-792
  

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