内容

目次

Rough Sets: Trends, Challenges, and Prospects.- Keynote Papers.- To What Extent Can Computers Aid Human Activity? Toward Second Phase Information Technology.- Rough Sets and Decision Algorithms.- Toward a Perception-Based Theory of Probabilistic Reasoning.- Special Session:Granular Computing.- Situation Identification by Unmanned Aerial Vehicle.- Rough-Neuro Computing.- Approximation of Information Granule Sets.- Probabilistic Inference and Bayesian Theorem on Rough Sets.- Interpreting Fuzzy Membership Functions in the Theory of Rough Sets.- Rough Sets and Systems.- Dynamic System Visualization with Rough Performance Maps.- Approximation Spaces of Type-Free Sets.- RSES and RSESlib - A Collection of Tools for Rough Set Computations.- An Investigation of ?-Reduct Selection within the Variable Precision Rough Sets Model.- Application of Discernibility Tables to Calculation of Approximate Frequency Based Reducts.- Scalable Feature Selection Using Rough Set Theory.- On Algorithm for Constructing of Decision Trees with Minimal Number of Nodes.- Rough Set-Based Dimensionality Reduction for Multivariate Adaptive Regression Splines.- Rough, and Fuzzy-Rough Classification Methods Implemented in RClass System.- Rough Set Approach to Decisions under Risk.- Variable Consistency Model of Dominance-Based Rough Sets Approach.- Approximations and Rough Sets Based on Tolerances.- A Rough Set Approach to Inductive Logic Programming.- Classification of Infinite Information Systems.- Some Remarks on Extensions and Restrictions of Information Systems.- Valued Tolerance and Decision Rules.- A Conceptual View of Knowledge Bases in Rough Set Theory.- Fuzzy Sets and Systems.- Computer Vision Using Fuzzy Logic for Robot Manipulator.- On Fuzzy Lattice.- Fuzzy-Logic-Based Adaptive Control for a Class of Nonlinear Discrete-Time System.- Conditional Probability Relations in Fuzzy Relational Database.- A New Class of Necessity Measures and Fuzzy Rough Sets Based on Certainty Qualifications.- A Fuzzy Approach for Approximating Formal Concepts.- On Axiomatic Characterizations of Fuzzy Approximation Operators.- Rough Sets and Data Mining.- LEM3 Algorithm Generalization Based on Stochastic Approximation Space.- Using the Apriori Algorithm to Improve Rough Sets Results.- An Application for Knowledge Discovery Based on a Revision of VPRS Model.- An Algorithm for Induction of Decision Rules Consistent with the Dominance Principle.- Data Mining for Monitoring Loose Parts in Nuclear Power Plants.- Supervised Learning: A Generalized Rough Set Approach.- Unification of Knowledge Discovery and Data Mining using Rough Sets Approach in A Real-World Application.- The Application of a Distance Learning Algorithm in Web-Based Course Delivery.- Searching Decision Rules in Very Large Databases Using Rough Set Theory.- On Efficient Construction of Decision Trees From Large Databases.- An Approach to Statistical Extention of Rough Set Rule Induction.- The Inconsistency in Rough Set Based Rule Generation.- Machine Learning and Data Mining.- A Comparison of Several Approaches to Missing Attribute Values in Data Mining.- Discovering Motiv Based Association Rules in a Set of DNA Sequences.- Inducing Theory for the Rule Set.- Some Basics of a Self Organizing Map (SOM) Extended Model for Information Discovery in a Digital Library Context.- Handling Data with Plural Sources in Databases.- Research Topics Discovery from WWW by Keywords Association Rules.- Temporal Templates and Analysis of Time Related Data.- Constraint Based Incremental Learning of Classification Rules.- A Hybrid Model for Rule Discovery in Data.- Non-classical Logics and Reasoning.- Rough Sets in Approximate Spatial Reasoning.- A Study of Conditional Independence Change in Learning Probabilistic Network.- ?-Level Rough Equality Relation and the Inference of Rough Paramodulation.- Annotated Semantics for Defeasible Deontic Reasoning.- Spatial Reasoning via Rough Sets.- Decomposition of Boolean Relations and Functions in Logic Synthesis and Data Analysis.- Diagnostic Reasoning from the viewpoint of Rough Sets.- Rough Set Approach to CBR.- Rough Sets for Uncertainty Reasoning.- Pattern Recognition and Image Processing.- Feature Subset Selection by Neuro-rough Hybridization.- Accurate Estimation of Motion Vectors using Active Block Matching.- Anytime Algorithm for Feature Selection.- Reconstruction in an Original Video Sequence of the Lost Region Occupied by Caption Areas.- Determining Influence of Visual Cues on the Perception of Surround Sound Using Soft Computing.- Application of normalized decision measures to the new case classification.- An Application of Rough Sets and Haar Wavelets to Face Recognition.- Detecting Spots for NASA Space Programs Using Rough Sets.- Solving the Localization-Detection Trade-Off in Shadow Recognition Problem Using Rough Sets.- Neural Networks and Genetic Algorithms.- A Modular Neural Network For Vague Classification.- Evolutionary Parsing for a Probabilistic Context Free Grammar.- The Application of Genetic Programming in Milk Yield Prediction for Dairy Cows.- Localization of Sound Sources by Means of Recurrent Neural Networks.- Towards Rough Neural Computing Based on Rough Membership Functions: Theory and Application.- The Nature of Crossover Operator in Genetic Algorithms.- The Behavior of the Complex Integral Neural Network.- Current Trends in Computing.- On Trace Assertion Method of Module Interface Specification with Concurrency.- A Proposal for Including Behavior in the Process of Object Similarity Assessment with Examples from Artificial Life.- How Can Help an Inductive Approach in the Resolution of a Problematic ? Problem?.- A Timed Petri Net Interpreter: An Alternative Method for Simulation.- An Agent-Based Soft Computing Society.