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5th RSCTC 2006: Kobe, Japan
- Salvatore Greco, Yutaka Hata, Shoji Hirano, Masahiro Inuiguchi, Sadaaki Miyamoto, Hung Son Nguyen, Roman Slowinski:
Rough Sets and Current Trends in Computing, 5th International Conference, RSCTC 2006, Kobe, Japan, November 6-8, 2006, Proceedings. Lecture Notes in Computer Science 4259, Springer 2006, ISBN 3-540-47693-8
Invited Papers
- Zdzislaw Pawlak:
Decision Trees and Flow Graphs. 1-11 - Lotfi A. Zadeh:
Granular Computing - The Concept of Generalized Constraint-Based Computation. 12-14 - Didier Dubois, Henri Prade:
Bipolar Representations in Reasoning, Knowledge Extraction and Decision Processes. 15-26 - Mitsuo Nagamachi:
Kansei Engineering and Rough Sets Model. 27-37 - Wojciech Ziarko:
Stochastic Approach to Rough Set Theory. 38-48
Commemorative Papers for Professor Pawlak
- Andrzej Skowron, James F. Peters:
Zdzislaw Pawlak Commemorating His Life and Work. 49-52 - Shusaku Tsumoto:
Pawlak Rough Set Model, Medical Reasoning and Rule Mining. 53-70
Logics in Rough Sets
- J. A. Pomykala:
Algebras of Terms in Pawlak's Information Systems. 71-76 - Patrik Eklund, Maria A. Galán:
Monads Can Be Rough. 77-84 - Mikhail Moshkov, Andrzej Skowron, Zbigniew Suraj:
On Testing Membership to Maximal Consistent Extensions of Information Systems. 85-90 - Hui Sun, Qing Liu:
The Research of Rough Sets in Normed Linear Space. 91-98 - Jianhua Dai, Hanfei Lv, Weidong Chen, Yunhe Pan:
Two Kinds of Rough Algebras and Brouwer-Zadeh Lattices. 99-106
Logics in Fuzzy Sets
- Wladyslaw Homenda, Witold Pedrycz:
Balanced Fuzzy Gates. 107-116 - Bart Van Gasse, Chris Cornelis
, Glad Deschrijver, Etienne E. Kerre:
Triangle Algebras: Towards an Axiomatization of Interval-Valued Residuated Lattices. 117-126
Fuzzy-Rough Hybridization
- Alicja Mieszkowicz-Rolka, Leszek Rolka:
An Approach to Parameterized Approximation of Crisp and Fuzzy Sets. 127-136 - Ming-Wen Shao, Min Liu, Wen-Xiu Zhang:
Rough Fuzzy Set Approximations in Fuzzy Formal Contexts. 137-146 - Richard Jensen, Qiang Shen:
Webpage Classification with ACO-Enhanced Fuzzy-Rough Feature Selection. 147-156
Approximate and Uncertain Reasoning
- Dominik Slezak:
Association Reducts: Complexity and Heuristics. 157-164 - Andrzej Skowron, Piotr Synak:
Planning Based on Reasoning About Information Changes. 165-173 - Tong-Jun Li:
Rough Approximation Operators in Covering Approximation Spaces. 174-182
Variable Precision Rough Set Models
- Jinmao Wei, Guo-Ying Wang, Xiang-Ming Kong, Shujie Li, Shuqin Wang, Dayou Liu:
A New Method for Discretization of Continuous Attributes Based on VPRS. 183-190 - Jerzy Blaszczynski
On Variable Consistency Dominance-Based Rough Set Approaches. 191-202 - Masahiro Inuiguchi, Yukihiro Yoshioka:
Variable-Precision Dominance-Based Rough Set Approach. 203-212
Incomplete/Nondeterministic Information Systems
- Michinori Nakata, Hiroshi Sakai:
Applying Rough Sets to Data Tables Containing Imprecise Information Under Probabilistic Interpretation. 213-223 - Jerzy Blaszczynski
Ensembles of Decision Rules for Solving Binary Classification Problems in the Presence of Missing Values. 224-234 - Chen Wu, Xiaohua Hu, Jingyu Yang, Xibei Yang:
Expanding Tolerance RST Models Based on Cores of Maximal Compatible Blocks. 235-243 - Jerzy W. Grzymala-Busse, Wojciech Rzasa:
Local and Global Approximations for Incomplete Data. 244-253 - Jan G. Bazan, Rafal Latkowski
Missing Template Decomposition Method and Its Implementation in Rough Set Exploration System. 254-263 - Hiroshi Sakai, Michinori Nakata:
On Possible Rules and Apriori Algorithm in Non-deterministic Information Systems. 264-273
Decision Support
- Sheela Ramanna, James F. Peters, Andrzej Skowron:
Generalized Conflict and Resolution Model with Approximation Spaces. 274-283 - Salvatore Greco
Rough Set Approach to Customer Satisfaction Analysis. 284-295 - Van-Nam Huynh, Yoshiteru Nakamori, Tu Bao Ho:
Utility Function Induced by Fuzzy Target in Probabilistic Decision Making. 296-305
Multi-criteria Decision Support
- Salvatore Greco
Dominance-Based Rough Set Approach to Decision Involving Multiple Decision Makers. 306-317 - Krzysztof Dembczynski
Quality of Rough Approximation in Multi-criteria Classification Problems. 318-327 - Ye Chen, Kevin W. Li, Jason K. Levy, Keith W. Hipel, D. Marc Kilgour:
Rough-Set Multiple-Criteria ABC Analysis. 328-337
Rough Sets in KDD
- Yasuo Kudo, Tetsuya Murai:
A Method of Generating Decision Rules in Object-Oriented Rough Set Models. 338-347 - Xiaoxue Song, Wen-Xiu Zhang:
Knowledge Reduction in Set-Valued Decision Information System. 348-357 - Pawel Terlecki, Krzysztof Walczak:
Local Reducts and Jumping Emerging Patterns in Relational Databases. 358-367 - Yuefeng Li, Ning Zhong:
Mining Rough Association from Text Documents. 368-377 - Marek Sikora, Marcin Michalak:
NetTRS - Induction and Postprocessing of Decision Rules. 378-387 - Feng Jiang, Yuefei Sui, Cungen Cao:
Outlier Detection Based on Rough Membership Function. 388-397
Rough Sets in Medicine
- Sukanya Mitra, Mandar Mitra, B. B. Chaudhuri:
An Approach to a Rough Set Based Disease Inference Engine for ECG Classification. 398-407 - Kenneth Revett, Marcin S. Szczuka, Pari Jahankhani, Vassilis Kodogiannis
Attribute Selection for EEG Signal Classification Using Rough Sets and Neural Networks. 408-417 - Jan G. Bazan, Piotr Kruczek, Stanislawa Bazan-Socha, Andrzej Skowron, Jacek J. Pietrzyk:
Automatic Planning of Treatment of Infants with Respiratory Failure Through Rough Set Modeling. 418-427 - Ken Farion, Wojtek Michalowski
Developing a Decision Model for Asthma Exacerbations: Combining Rough Sets and Expert-Driven Selection of Clinical Attributes. 428-437
Granular Computing
- Da-Wei Wang, Churn-Jung Liau, Tsan-sheng Hsu:
A GrC-Based Approach to Social Network Data Protection. 438-447 - Jigui Sun, Huawen Liu, Changsong Qi, Huijie Zhang:
An Interpretation of Flow Graphs by Granular Computing. 448-457 - Jun Hu, Guoyin Wang, Qinghua Zhang, Xianquan Liu:
Attribute Reduction Based on Granular Computing. 458-466 - Sung-Kwun Oh, Keon-Jun Park, Witold Pedrycz:
Methodological Identification of Information Granules-Based Fuzzy Systems by Means of Genetic Optimization. 467-476 - Jeoung-Nae Choi, Sung-Kwun Oh, Witold Pedrycz:
Optimization of Information Granulation-Oriented Fuzzy Set Model Using Hierarchical Fair Competition-Based Parallel Genetic Algorithms. 477-486
Grey Systems
- GuoDong Li, Daisuke Yamaguchi, Hui-Shan Lin, Kun-Li Wen, Masatake Nagai:
A Grey-Based Rough Set Approach to Suppliers Selection Problem. 487-496 - GuoDong Li, Daisuke Yamaguchi, Kun-Li Wen, Masatake Nagai:
A Hybrid Grey-Based Dynamic Model for International Airlines Amount Increase Prediction. 497-506 - Daisuke Yamaguchi, GuoDong Li, Masatake Nagai:
On the Combination of Rough Set Theory and Grey Theory Based on Grey Lattice Operations. 507-516
Ontology and Mereology
- Feng Jiang, Yuefei Sui, Cungen Cao:
An Ontology-Based First-Order Modal Logic. 517-526 - Lipika Dey, Muhammad Abulaish
Enhancing a Biological Concept Ontology to Fuzzy Relational Ontology with Relations Mined from Text. 527-536 - Dai Tri Man Le, Ryszard Janicki:
On a Parthood Specification Method for Component Software. 537-546 - Sinh Hoa Nguyen, Trung Thanh Nguyen, Hung Son Nguyen
Ontology Driven Concept Approximation. 547-556
Statistical Mathods
- Witold R. Rudnicki, Marcin Kierczak, Jacek Koronacki
A Statistical Method for Determining Importance of Variables in an Information System. 557-566 - Shusaku Tsumoto, Shoji Hirano:
Distribution of Determinants of Contingency Matrix. 567-576 - Shusaku Tsumoto, Shoji Hirano:
Interpretation of Contingency Matrix Using Marginal Distributions. 577-586
Machine Learning
- Yiyu Yao, Yan Zhao, Jue Wang, Suqing Han:
A Model of Machine Learning Based on User Preference of Attributes. 587-596 - Xinghua Fan, Difei Wan, Guoying Wang:
Combining Bi-gram of Character and Word to Classify Two-Class Chinese Texts in Two Steps. 597-606 - Shian-Chang Huang, Tung-Kuang Wu:
Combining Monte Carlo Filters with Support Vector Machines for Option Price Forecasting. 607-616 - Tuan Trung Nguyen:
Domain Knowledge Assimilation by Learning Complex Concepts. 617-626 - Wojciech Jaworski:
Learning Compound Decision Functions for Sequential Data in Dialog with Experts. 627-636 - Yujung Lee, Jaeho Kang, Byoungho Kang, Kwang Ryel Ryu:
Sampling of Virtual Examples to Improve Classification Accuracy for Nominal Attribute Data. 637-646
Clustering
- Alberto Guillén, Ignacio Rojas, Jesús González
A Fuzzy-Possibilistic Fuzzy Ruled Clustering Algorithm for RBFNNs Design. 647-656 - Georg Peters, Martin Lampart:
A Partitive Rough Clustering Algorithm. 657-666 - Kyungmi Kim, HyunSook Kim, Kijun Han:
A Zone-Based Method for Selecting Clusterheads in Wireless Sensor Networks. 667-676 - Noboru Takagi:
An Agglomerative Hierarchical Clustering by Finding Adjacent Hyper-Rectangles. 677-686
Data Mining
- Hidenao Abe
Evaluating Learning Models for a Rule Evaluation Support Method Based on Objective Indices. 687-695 - Ying Yin, Bin Zhang, Yuhai Zhao, Guoren Wang:
Mining the Most Interesting Patterns from Multiple Phenotypes Medical Data. 696-705 - Shusaku Tsumoto, Kimiko Matsuoka, Shigeki Yokoyama:
Risk Mining: Mining Nurses' Incident Factors and Application of Mining Results to Prevention of Incidents. 706-715 - Marek Sikora:
Rule Quality Measures in Creation and Reduction of Data Rule Models. 716-725
Evolutionary Computing
- Chuleui Hong:
A Distributed Hybrid Heuristics of Mean Field Annealing and Genetic Algorithm for Load Balancing Problem. 726-735 - Jun Sun, Wenbo Xu, Wei Fang
Enhancing Global Search Ability of Quantum-Behaved Particle Swarm Optimization by Maintaining Diversity of the Swarm. 736-745 - Qiao Zhang, Xu Xu, Yanchun Liang:
Identification and Speed Control of Ultrasonic Motors Based on Modified Immune Algorithm and Elman Neural Networks. 746-756
Intelligent Information Systems
- Toly Chen
A Hybrid and Intelligent System for Predicting Lot Output Time in a Semiconductor Fabrication Factory. 757-766 - Pei-Chann Chang, Yen-Wen Wang, Chen-Hao Liu:
Combining SOM and GA-CBR for Flow Time Prediction in Semiconductor Manufacturing Factory. 767-775 - Wenbin Li, Ning Zhong, Y. Y. Yao, Jiming Liu, Chunnian Liu:
Developing Intelligent Applications in Social E-Mail Networks. 776-785 - Zbigniew Suraj, Piotr Grochowalski:
Functional Extension of the RSDS System. 786-795 - Jong-Hun Kim, Kyung-Yong Jung, Jung-Hyun Lee:
Hybrid Music Filtering for Recommendation Based Ubiquitous Computing Environment. 796-805
Pattern Recognition and Image Processing
- Yinghua Lu, Jialing Han, Jun Kong, Yulong Yang, Gang Hou:
A Novel Color Image Watermarking Method Based on Genetic Algorithm and Hybrid Neural Networks. 806-814 - Yong Ho Hwang, Hyun-Ki Hong:
Calibration of Omnidirectional Camera by Considering Inlier Distribution. 815-823 - Yun-Seok Lee, Seung-Hun Yoo, Chang-Sung Jeong:
Modified Hough Transform for Images Containing Many Textured Regions. 824-833 - Thi Thi Zin, Sung Shik Koh, Hiromitsu Hama:
Relative Color Polygons for Object Detection and Recognition. 834-843 - Young Sub Song, Hang Joon Kim:
Rough Set Based Image Segmentation of Video Sequences. 844-851 - Ben Niu, Simon Chi-Keung Shiu, Sankar K. Pal:
Two Dimensional Laplacianfaces Method for Face Recognition. 852-861 - Marcin Wojnarski:
Unsupervised Learning of Image Recognition with Neural Society for Clustering. 862-871
Data Clustering: Algorithms and Applications (Organized Session)
- Shoji Hirano, Shusaku Tsumoto:
A Framework for Unsupervised Selection of Indiscernibility Threshold in Rough Clustering. 872-881 - Sadaaki Miyamoto, Satoshi Hayakawa:
A Fuzzy Neighborhood Model for Clustering, Classification, and Approximations. 882-890 - Shou Kuroda, Tomohiro Yoshikawa, Takeshi Furuhashi:
A Proposal for Comparison of Impression Evaluation Data Among Individuals by Using Clustering Method Based on Distributed Structure of Data. 891-898 - Jordi Nin, Vicenç Torra:
Extending Microaggregation Procedures for Time Series Protection. 899-908 - Sadaaki Miyamoto:
Lattice-Valued Hierarchical Clustering for Analyzing Information Systems. 909-917 - Hidetomo Ichihashi, Katsuhiro Honda, Akira Notsu:
Postsupervised Hard c-Means Classifier. 918-927 - Yoshifumi Kusunoki, Masahiro Inuiguchi:
Rule Induction Via Clustering Decision Classes. 928-938 - Katsuhiro Honda, Hidetomo Ichihashi, Akira Notsu, Francesco Masulli, Stefano Rovetta:
Several Formulations for Graded Possibilistic Approach to Fuzzy Clustering. 939-948
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