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2nd RSCTC 2000: Banff, Canada
- Wojciech Ziarko, Y. Y. Yao:
Rough Sets and Current Trends in Computing, Second International Conference, RSCTC 2000 Banff, Canada, October 16-19, 2000, Revised Papers. Lecture Notes in Computer Science 2005, Springer 2001, ISBN 3-540-43074-1
Introduction
- Wojciech Ziarko:
Rough Sets: Trends, Challenges, and Prospects. 1-7
Keynote Papers
- Setsuo Ohsuga:
To What Extent Can Computers Aid Human Activity? Toward Second Phase Information Technology. 8-29 - Zdzislaw Pawlak:
Rough Sets and Decision Algorithms. 30-45 - Lotfi A. Zadeh:
Toward a Perception-Based Theory of Probabilistic Reasoning. 46-48
Special Session: Granular Computing
- Hung Son Nguyen
, Andrzej Skowron
Situation Identification by Unmanned Aerial Vehicle. 49-56 - Lech Polkowski
Rough-Neuro Computing. 57-64 - Andrzej Skowron
Approximation of Information Granule Sets. 65-72 - Yukari Yamauchi, Masao Mukaidono:
Probabilistic Inference and Bayesian Theorem on Rough Sets. 73-81 - Y. Y. Yao, J. P. Zhang:
Interpreting Fuzzy Membership Functions in the Theory of Rough Sets. 82-89
Rough Sets and Systems
- James J. Alpigini, James F. Peters:
Dynamic System Visualization with Rough Performance Maps. 90-97 - Peter Apostoli, Akira Kanda:
Approximation Spaces of Type-Free Sets. 98-105 - Jan G. Bazan, Marcin S. Szczuka
RSES and RSESlib - A Collection of Tools for Rough Set Computations. 106-113 - Malcolm J. Beynon:
An Investigation of beta-Reduct Selection within the Variable Precision Rough Sets Model. 114-122 - Maciej Borkowski, Dominik Slezak:
Application of Discernibility Tables to Calculation of Approximate Frequency Based Reducts. 123-130 - Moussa Boussouf, Mohamed Quafafou:
Scalable Feature Selection Using Rough Set Theory. 131-138 - Igor Chikalov:
On Algorithm for Constructing of Decision Trees with Minimal Number of Nodes. 139-143 - Alexios Chouchoulas, Qiang Shen
Rough Set-Based Dimensionality Reduction for Multivariate Adaptive Regression Splines. 144-151 - Grzegorz Drwal:
Rough and Fuzzy-Rough Classification Methods Implemented in RClass System. 152-159 - Salvatore Greco
Rough Set Approach to Decisions under Risk. 160-169 - Salvatore Greco
Variable Consistency Model of Dominance-Based Rough Sets Approach. 170-181 - Jouni Järvinen
Approximations and Rough Sets Based on Tolerances. 182-189 - Herman Midelfart, Henryk Jan Komorowski:
A Rough Set Approach to Inductive Logic Programming. 190-198 - Mikhail Moshkov:
Classification of Infinite Information Systems. 199-203 - Zbigniew Suraj
Some Remarks on Extensions and Restrictions of Information Systems. 204-211 - Jerzy Stefanowski
Valued Tolerance and Decision Rules. 212-219 - Karl Erich Wolff:
A Conceptual View of Knowledge Bases in Rough Set Theory. 220-228
Fuzzy Sets and Systems
- Adriano Breunig, Haroldo R. de Azevedo, Edilberto P. Teixeira, Elmo B. de Faria:
Computer Vision Using Fuzzy Logic for Robot Manipulator. 229-237 - Kankana Chakrabarty:
On Fuzzy Lattice. 238-242 - Hugang Han, Chun-Yi Su, Shuta Murakami:
Fuzzy-Logic-Based Adaptive Control for a Class of Nonlinear Discrete-Time System. 243-250 - Rolly Intan, Masao Mukaidono:
Conditional Probability Relations in Fuzzy Relational Database. 251-260 - Masahiro Inuiguchi, Tetsuzo Tanino:
A New Class of Necessity Measures and Fuzzy Rough Sets Based on Certainty Qualifications. 261-268 - Jamil Saquer, Jitender S. Deogun:
A Fuzzy Approach for Approximating Formal Concepts. 269-276 - Helmut Thiele:
On Axiomatic Characterizations of Fuzzy Approximation Operators. 277-285
Rough Sets and Data Mining
- María C. Fernández-Baizán, C. Pérez-Llera, J. Feito-García, A. Almeida:
LEM3 Algorithm Generalization Based on Stochastic Approximation Space. 286-290 - María C. Fernández-Baizán, Ernestina Menasalvas Ruiz, José María Peña Sánchez, Juan Francisco Martínez Sarrías, Socorro Millán:
Using the Apriori Algorithm to Improve Rough Sets Results. 291-295 - Juan F. Gálvez, Fernando Díaz, Pilar Carrión, Angel Garcia:
An Application for Knowledge Discovery Based on a Revision of VPRS Model. 296-303 - Salvatore Greco
An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle. 304-313 - J. W. Guan, David A. Bell:
Data Mining for Monitoring Loose Parts in Nuclear Power Plants. 314-321 - Jianchao Han, Xiaohua Hu, Nick Cercone:
Supervised Learning: A Generalized Rough Set Approach. 322-329 - Julia Ann Johnson
Unification of Knowledge Discovery and Data Mining Using Rough Sets Approach in a Real-World Application. 330-337 - Aileen H. Liang, Wojciech Ziarko, R. Brien Maguire:
The Application of a Distance Learning Algorithm in Web-Based Course Delivery. 338-345 - Tsau Young Lin, Hui Cao:
Searching Decision Rules in Very Large Databases Using Rough Set Theory. 346-353 - Hung Son Nguyen
On Efficient Construction of Decision Trees from Large Databases. 354-361 - Shusaku Tsumoto:
An Approach to Statistical Extention of Rough Set Rule Induction. 362-369 - Guoyin Wang
The Inconsistency in Rough Set Based Rule Generation. 370-377
Machine Learning and Data Mining
- Jerzy W. Grzymala-Busse, Ming Hu:
A Comparison of Several Approaches to Missing Attribute Values in Data Mining. 378-385 - Hoang Kiem, Do Phuc:
Discovering Motiv Based Association Rules in a Set of DNA Sequences. 386-390 - Marzena Kryszkiewicz:
Inducing Theory for the Rule Set. 391-398 - Jean-Charles Lamirel, Jacques Ducloy, Hager Kammoun:
Some Basics of a Self Organizing Map (SOM) Extended Model for Information Discovery in a Digital Library Context. 399-403 - Michinori Nakata, Tetsuya Murai, Germano Resconi:
Handling Data with Plural Sources in Databases. 404-411 - David Ramamonjisoa, Einoshin Suzuki, Issam A. Hamid:
Research Topics Discovery from WWW by Keywords Association Rules. 412-419 - Piotr Synak:
Temporal Templates and Analysis of Time Related Data. 420-427 - Arkadiusz Wojna:
Constraint Based Incremental Learning of Classification Rules. 428-435 - Ning Zhong, Juzhen Dong, Chunnian Liu, Setsuo Ohsuga:
A Hybrid Model for Rule Discovery in Data. 436-444
Non-classical Logics and Reasoning
- Thomas Bittner, John G. Stell
Rough Sets in Approximate Spatial Reasoning. 445-453 - Tao Lin, Yichao Huang:
A Study of Conditional Independence Change in Learning Probabilistic Network. 454-461 - Qing Liu:
lambda-Level Rough Equality Relation and the Inference of Rough Paramodulation. 462-469 - Kazumi Nakamatsu, Jair Minoro Abe
Annotated Semantics for Defeasible Deontic Reasoning. 470-478 - Lech Polkowski
Spatial Reasoning via Rough Sets. 479-486 - Piotr Sapiecha, Henry Selvaraj, Michal Pleban:
Decomposition of Boolean Relations and Functions in Logic Synthesis and Data Analysis. 487-494 - Shusaku Tsumoto:
Diagnostic Reasoning from the Viewpoint of Rough Sets. 495-502 - Jan Wierzbicki:
Rough Set Approach to CBR. 503-510 - S. K. Michael Wong, Cory J. Butz:
Rough Sets for Uncertainty Reasoning. 511-518
Pattern Recognition and Image Processing
- Basabi Chakraborty:
Feature Subset Selection by Neuro-rough Hybridization. 519-526 - Seok-Woo Jang
Accurate Estimation of Motion Vectors Using Active Block Matching. 527-531 - Mark Last, Abraham Kandel, Oded Maimon, Eugene Eberbach
Anytime Algorithm for Feature Selection. 532-539 - Byung Tae Chun, Younglae Bae, Tai-Yun Kim:
Reconstruction in an Original Video Sequence of the Lost Region Occupied by Caption Areas. 540-544 - Andrzej Czyzewski, Bozena Kostek
Determining Influence of Visual Cues on the Perception of Surround Sound Using Soft Computing. 545-552 - Dominik Slezak, Jakub Wroblewski:
Application of Normalized Decision Measures to the New Case Classification. 553-560 - Roman W. Swiniarski:
An Application of Rough Sets and Haar Wavelets to Face Recognition. 561-568 - Zbigniew M. Wójcik:
Detecting Spots for NASA Space Programs Using Rough Sets. 569-576 - Zbigniew M. Wójcik:
Solving the Localization-Detection Trade-Off In Shadow Recognition Problem Using Rough Sets. 577-583
Neural Networks and Genetic Algorithms
- Gasser Auda, Mohamed S. Kamel:
A Modular Neural Network for Vague Classification. 584-589 - Lourdes Araujo
Evolutionary Parsing for a Probabilistic Context Free Grammar. 590-597 - Chaochang Chiu, Jih-Tay Hsu, Chih-Yung Lin:
The Application of Genetic Programming in Milk Yield Prediction for Dairy Cows. 598-602 - Rafal Królikowski, Andrzej Czyzewski, Bozena Kostek
Localization of Sound Sources by Means of Recurrent Neural Networks. 603-610 - James F. Peters, Andrzej Skowron
Towards Rough Neural Computing Based on Rough Membership Functions: Theory and Application. 611-618 - Lihan Tian:
The Nature of Crossover Operator in Genetic Algorithms. 619-623 - Pan Yong, Hongbao Shi, Li Lei:
The Behavior of the Complex Integral Neural Network. 624-631
Current Trends in Computing
- Ryszard Janicki, Yan Liu:
On Trace Assertion Method of Module Interface Specification with Concurrency. 632-641 - Kamran Karimi
A Proposal for Including Behavior in the Process of Object Similarity Assessment with Examples from Artificial Life. 642-646 - Philippe Levecq, Nadine Meskens
How Can Help an Inductive Approach in the Resolution of a Problematic \alpha Problem? 647-651 - Trong Wu, Shu-chiung Huang:
A Timed Petri Net Interpreter: An Alternative Method for Simulation. 652-660 - Chengqi Zhang
An Agent-Based Soft Computing Society. 661-668
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