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4th RSCTC 2004: Uppsala, Sweden
- Shusaku Tsumoto, Roman Slowinski, Henryk Jan Komorowski, Jerzy W. Grzymala-Busse:
Rough Sets and Current Trends in Computing, 4th International Conference, RSCTC 2004, Uppsala, Sweden, June 1-5, 2004, Proceedings. Lecture Notes in Computer Science 3066, Springer 2004, ISBN 3-540-22117-4
Plenary Papers
- Zdzislaw Pawlak:
Decision Networks. 1-7 - Lech Polkowski:
Toward Rough Set Foundations. Mereological Approach. 8-25 - Masahiro Inuiguchi:
Generalizations of Rough Sets: From Crisp to Fuzzy Cases. 26-37
Theory
- Gianpiero Cattaneo, Davide Ciucci:
Investigation about Time Monotonicity of Similarity and Preclusive Rough Approximations in Incomplete Information Systems. 38-48 - Jouni Järvinen:
The Ordered Set of Rough Sets. 49-58 - Yiyu Yao:
A Comparative Study of Formal Concept Analysis and Rough Set Theory in Data Analysis. 59-68 - Jianhua Dai:
Structure of Rough Approximations Based on Molecular Lattices. 69-77 - W.-N. Liu, Jingtao Yao, Yiyu Yao:
Rough Approximations under Level Fuzzy Sets. 78-83 - Masahiro Inuiguchi, Salvatore Greco, Roman Slowinski:
Fuzzy-Rough Modus Ponens and Modus Tollens as a Basis for Approximate Reasoning. 84-94
Logic and Rough Sets
- Mohua Banerjee:
Rough Truth, Consequence, Consistency and Belief Revision. 95-102 - Tetsuya Murai, Masayuki Sanada, Yasuo Kudo, Mineichi Kudo
:
A Note on Ziarko's Variable Precision Rough Set Model and Nonmonotonic Reasoning. 103-108 - Zaiyue Zhang, Yuefei Sui, Cungen Cao:
Fuzzy Reasoning Based on Propositional Modal Logic. 109-115
Granular Computing
- Andrzej Skowron, Roman W. Swiniarski, Piotr Synak:
Approximation Spaces and Information Granulation. 116-126 - Qing Liu:
Granular Language and Its Applications in Problem Solving. 127-132 - Churn-Jung Liau:
Belief Reasoning, Revision and Fusion by Matrix Algebra. 133-142
Rough and Fuzzy Relations
- Patrick Doherty, Andrzej Szalas
On the Correspondence between Approximations and Similarity. 143-152 - Aida Vitória, Carlos Viegas Damásio
Toward Rough Knowledge Bases with Quantitative Measures. 153-158 - Michinori Nakata:
Considering Semantic Ambiguity and Indistinguishability for Values of Membership Attribute in Possibility-Based Fuzzy Relational Models. 159-168
Foundations of Data Mining
- HuiQin Sun, Zhang Xiong, Ye Wang:
Research on Integrating Ordbms and Rough Set Theory. 169-175 - Jianchao Han, Xiaohua Hu, Tsau Young Lin:
Feature Subset Selection Based on Relative Dependency between Attributes. 176-185 - Qiusheng An, Junyi Shen:
Granular Computing on Extensional Functional Dependencies for Information System. 186-191 - Mikhail Ju. Moshkov:
Greedy Algorithm for Decision Tree Construction in Context of Knowledge Discovery Problems. 192-197 - Ying Xie, Vijay V. Raghavan:
GAMInG - A Framework for Generalization of Association Mining via Information Granulation. 198-203 - Tsau Young Lin:
Mining Un-interpreted Generalized Association Rules by Linear Inequalities: Descriptive/Deductive Data Mining Approach. 204-212 - Anna Gomolinska:
A Graded Applicability of Rules. 213-218 - Shoji Hirano, Shusaku Tsumoto:
On the Degree of Independence of a Contingency Matrix. 219-228 - Andrzej Skowron, Arkadiusz Wojna:
K Nearest Neighbor Classification with Local Induction of the Simple Value Difference Metric. 229-234 - Wojciech Jaworski:
A Note on the Regularization Algorithm. 235-243
Incomplete Information Systems
- Jerzy W. Grzymala-Busse:
Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation. 244-253 - Rafal Latkowski
Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values. 254-263
Interestingness
- Salvatore Greco, Zdzislaw Pawlak, Roman Slowinski:
Bayesian Confirmation Measures within Rough Set Approach. 264-273 - Jitender S. Deogun, Liying Jiang, Vijay V. Raghavan:
Discovering Maximal Potentially Useful Association Rules Based on Probability Logic. 274-284 - Eric Louie, Tsau Young Lin:
Semantics and Syntactic Patterns in Data. 285-294
Multiagents and Information Systems
- Mihir K. Chakraborty, Mohua Banerjee:
Dialogue in Rough Context. 295-299 - Andrzej Skowron, Jaroslaw Stepaniuk:
Constrained Sums of Information Systems. 300-309 - Kazumi Nakamatsu, Hayato Komaba, Atsuyuki Suzuki, Chung-Lun Lie, Sheng-Luen Chung:
Defeasible Deontic Control for Discrete Events Based on EVALPSN. 310-315
Fuzzy Logic and Modeling
- Chang-Woo Park, Young-Wan Cho, Junhyuk Choi, Ha-Gyeong Sung:
Rough Set Based Fuzzy Modeling by Occupancy Degree and Optimal Partition of Projection. 316-326 - Mahdi Jalili-Kharaajoo:
A Novel High Performance Fuzzy Controller Applied to Traffic Control of ATM Networks. 327-333 - Mahdi Jalili-Kharaajoo:
Design of a Speed Drive Based on Fuzzy Logic for a Dual Three-Phase Induction Motor. 334-339
Rough Classification
- Jiucheng Xu, Junyi Shen, Guoyin Wang:
Rough Set Theory Analysis on Decision Subdivision. 340-345 - Jan G. Bazan, Sinh Hoa Nguyen, Hung Son Nguyen
Rough Set Methods in Approximation of Hierarchical Concepts. 346-355 - Jan G. Bazan:
Classifiers Based on Two-Layered Learning. 356-361 - Tao Guan, Boqin Feng:
Rough Fuzzy Integrals for Information Fusion and Classification. 362-367
Rough Sets and Probabilities
- Cory J. Butz, Hong Yao, Howard J. Hamilton
Towards Jointree Propagation with Conditional Probability Distributions. 368-377 - Malcolm J. Beynon:
Condition Class Classification Stability in RST due to Continuous Value Discretisation. 378-383 - Dominik Slezak:
The Rough Bayesian Model for Distributed Decision Systems. 384-393
Variable Precision Rough Set Model
- Wojciech Ziarko:
On Learnability of Decision Tables. 394-401 - Alicja Mieszkowicz-Rolka, Leszek Rolka:
Remarks on Approximation Quality in Variable Precision Fuzzy Rough Sets Model. 402-411 - Malcolm J. Beynon:
The Elucidation of an Iterative Procedure to beta-Reduct Selection in the Variable Precision Rough Sets Model. 412-417
Spatial Reasoning
- Mohammad Reza Malek:
A Logic-Based Framework for Qualitative Spatial Reasoning in Mobile GIS Environment. 418-426 - Mohammad Reza Malek:
Spatial Object Modeling in Intuitionistic Fuzzy Topological Spaces. 427-434 - Shuliang Wang, Hanning Yuan, Guoqing Chen, Deren Li, Wenzhong Shi:
Rough Spatial Interpretation. 435-444
Reduction
- Zhengren Qin, Guoyin Wang, Yu Wu, Xiaorong Xue:
A Scalable Rough Set Knowledge Reduction Algorithm. 445-454 - Robert Susmaga:
Tree-Like Parallelization of Reduct and Construct Computation. 455-464 - Tsau Young Lin, Ping Yin:
Heuristically Fast Finding of the Shortest Reducts. 465-470 - Tianrui Li
Study on Reduct and Core Computation in Incompatible Information Systems. 471-476 - Degang Chen:
The Part Reductions in Information Systems. 477-482
Rule Induction
- Teresa Mroczek, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe:
Rules from Belief Networks: A Rough Set Approach. 483-487 - Jerzy Stefanowski
The Bagging and n2-Classifiers Based on Rules Induced by MODLEM. 488-497 - Yong Liu
A Parallel Approximate Rule Extracting Algorithm Based on the Improved Discernibility Matrix. 498-503 - Wojciech Rzasa, Artur Paluch, Zbigniew Suraj:
Decision Rules in Multivalued Decision Systems. 504-509 - Philippe Fortemps, Salvatore Greco
Multicriteria Choice and Ranking Using Decision Rules Induced from Rough Approximation of Graded Preference Relations. 510-522 - Salvatore Greco, Benedetto Matarazzo, Nello Pappalardo, Roman Slowinski:
Measuring the Expected Impact of Decision Rule Application. 523-528 - Shoji Hirano, Shusaku Tsumoto:
Detection of Differences between Syntactic and Semantic Similarities. 529-538
Rough Sets and Neural Network
- Bozena Kostek, Piotr Szczuko, Pawel Zwan:
Processing of Musical Data Employing Rough Sets and Artificial Neural Networks. 539-548 - Wei-ji Su, Yu Su, Hai Zhao, Xiao-dan Zhang:
Integration of Rough Set and Neural Network for Application of Generator Fault Diagnosis. 549-553 - Dominik Slezak, Marcin S. Szczuka, Jakub Wroblewski:
Harnessing Classifier Networks ? Towards Hierarchical Concept Construction. 554-560 - JeongYon Shim:
Associative Historical Knowledge Extraction from the Structured Memory. 561-566
Clustering
- Tansel Özyer, Reda Alhajj, Ken Barker:
Utilizing Rough Sets and Multi-objective Genetic Algorithms for Automated Clustering. 567-572 - Dan Li, Jitender S. Deogun, William Spaulding, Bill Shuart:
Towards Missing Data Imputation: A Study of Fuzzy K-means Clustering Method. 573-579 - James F. Peters, Maciej Borkowski:
K-means Indiscernibility Relation over Pixels. 580-585 - Jie Li, Xinbo Gao, Licheng Jiao:
A New Cluster Validity Function Based on the Modified Partition Fuzzy Degree. 586-591
Data Mining
- Jan G. Bazan, Marcin S. Szczuka, Arkadiusz Wojna, Marcin Wojnarski:
On the Evolution of Rough Set Exploration System. 592-601 - J. W. Guan, David A. Bell, Dayou Liu:
Discovering Maximal Frequent Patterns in Sequence Groups. 602-609 - Hong-Bin Shen, Shitong Wang, Jie Yang:
Fuzzy Taxonomic, Quantitative Database and Mining Generalized Association Rules. 610-617 - Yingjun Weng, Zhongying Zhu:
Pattern Mining for Time Series Based on Cloud Theory Pan-concept-tree. 618-623 - Chorng-Shyong Ong, Jih-Jeng Huang
Using Rough Set Theory for Detecting the Interaction Terms in a Generalized Logit Model. 624-629 - Ron Andrews, Stanislaw Bajcar, Jerzy W. Grzymala-Busse, Zdzislaw S. Hippe, Chris Whiteley:
Optimization of the ABCD Formula for Melanoma Diagnosis Using C4.5, a Data Mining System. 630-636 - Xumin Liu, Houkuan Huang, Weixiang Xu:
A Contribution to Decision Tree Construction Based on Rough Set Theory. 637-642
Image and Signal Recognition
- Tuan Trung Nguyen:
Domain Knowledge Approximation in Handwritten Digit Recognition. 643-652 - Jun Kong, Dongguang Li, Chunnong Zhao:
An Automatic Analysis System for Firearm Identification Based on Ballistics Projectile. 653-658 - Zheng Zheng, Hong Hu, Zhongzhi Shi:
Granulation Based Image Texture Recognition. 659-664 - Gexiang Zhang, Haina Rong, Weidong Jin, Laizhao Hu:
Radar Emitter Signal Recognition Based on Resemblance Coefficient Features. 665-670 - Seung-Hak Rhee, Seung Jo Han, Pan-Koo Kim, Muhammad Bilal Ahmad
Vehicle Tracking Using Image Processing Techniques. 671-678 - Lisa Lazareck, Sheela Ramanna:
Classification of Swallowing Sound Signals: A Rough Set Approach. 679-684 - Farzan Rashidi, Mehran Rashidi:
Emotional Temporal Difference Learning Based Multi-layer Perceptron Neural Network Application to a Prediction of Solar Activity. 685-690
Information Retrieval
- Andrzej Czyzewski, Bozena Kostek:
Musical Metadata Retrieval with Flow Graphs. 691-698 - Yan Li, Simon Chi-Keung Shiu, Sankar K. Pal, James Nga-Kwok Liu:
A Fuzzy-Rough Method for Concept-Based Document Expansion. 699-707 - Hayri Sever, Zafer Bolat, Vijay V. Raghavan:
Use of Preference Relation for Text Categorization. 708-713
Decision Support
- Malcolm J. Beynon, Benjamin Griffiths:
An Expert System for the Utilisation of the Variable Precision Rough Sets Model. 714-720 - Roman Siminski, Alicja Wakulicz-Deja:
Application of Decision Units in Knowledge Engineering. 721-726 - Grzegorz Drwal, Marek Sikora:
Fuzzy Decision Support System with Rough Set Based Rules Generation Method. 727-732 - Barbara Fryc, Krzysztof Pancerz
Approximate Petri Nets for Rule-Based Decision Making. 733-742
Adaptive and Opminization Methods
- Jiajin Huang, Ning Zhong, Chunnian Liu, Yiyu Yao:
Adaptive Linear Market Value Functions for Targeted Marketing. 743-751 - Ernestina Menasalvas Ruiz, Socorro Millán, P. Gonzalez:
Using Markov Models to Define Proactive Action Plans for Users at Multi-viewpoint Websites. 752-761 - Zhihua Cui, Jianchao Zeng:
A Guaranteed Global Convergence Particle Swarm Optimizer. 762-767 - Haifeng Du, Licheng Jiao, Maoguo Gong, Ruochen Liu:
Adaptive Dynamic Clone Selection Algorithms. 768-773 - Jing Liu, Weicai Zhong, Licheng Jiao
Multiobjective Optimization Based on Coevolutionary Algorithm. 774-779
Bioinformatics
- Filip Ginter, Tapio Pahikkala
Extracting Protein-Protein Interaction Sentences by Applying Rough Set Data Analysis. 780-785 - Witold R. Rudnicki, Henryk Jan Komorowski
Feature Synthesis and Extraction for the Construction of Generalized Properties of Amino Acids. 786-791 - Zhihua Du, Feng Lin:
Improvement of the Needleman-Wunsch Algorithm. 792-797 - Henrik Tveit, Torulf Mollestad, Astrid Lægreid:
The Alignment of the Medical Subject Headings to the Gene Ontology and Its Application in Gene Annotation. 798-804
Medical Applications
- Ken Farion, Wojtek Michalowski
Rough Set Methodology in Clinical Practice: Controlled Hospital Trial of the MET System. 805-814 - Sebastian Widz, Kenneth Revett, Dominik Slezak:
An Automated Multi-spectral MRI Segmentation Algorithm Using Approximate Reducts. 815-824 - Michael Ningler, Gudrun Stockmanns, Gerhard Schneider, Oliver Dressler, Eberhard F. Kochs:
Rough Set-Based Classification of EEG-Signals to Detect Intraoperative Awareness: Comparison of Fuzzy and Crisp Discretization of Real Value Attributes. 825-834 - José-Luis Sánchez-Romero, Francisco Javier Ferrández Pastor, Antonio Soriano Payá, Juan Manuel García Chamizo:
Fuzzy Logic-Based Modeling of the Biological Regulator of Blood Glucose. 835-840
Bibliography Project of International Rough Set Society
- Zbigniew Suraj, Piotr Grochowalski:
The Rough Set Database System: An Overview. 841-849
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