Rough Sets and Current Trends in Computing

First International Conference, RSCTC¿98 Warsaw, Poland, June 22¿26, 1998 Proceedings
Herausgegeben:Polkowski, Lech

• Broschiertes Buch

Produktbeschreibung

This volume constitutes the refereed proceedings of the First International Conference on Rough Sets and Current Trends in Computing, RSCTC'98, held in Warsaw, Poland, in June 1998.
The volume presents 82 revised papers carefully selected for inclusion in the proceedings; also included are five invited contributions. The volume is divided in topical sections on rough set methods, statistical inference, grammar systems and molecular computations, logic in rough sets, intelligent control, rough sets in knowledge discovery and data discovery, data mining, evolutionary computation, hybrid methods, etc..

Produktdetails

• Lecture Notes in Computer Science 1424
• Verlag: Springer / Springer Berlin Heidelberg / Springer, Berlin
• Artikelnr. des Verlages: 978-3-540-64655-6
• 1998
• Seitenzahl: 652
• Erscheinungstermin: 5. Juni 1998
• Englisch
• Abmessung: 235mm x 155mm x 35mm
• Gewicht: 826g
• ISBN-13: 9783540646556
• ISBN-10: 3540646558
• Artikelnr.: 09244907

Inhaltsangabe

Invited Talks (received in text form).- Deviation and Association Patterns for Subgroup Mining in Temporal, Spatial, and Textual Data Bases.- The Paradox of the Heap of Grains in Respect to Roughness, Fuzziness and Negligibility.- Rough Sets - What Are They About?.- Reasoning about Data A Rough Set Perspective.- Information Granulation and its Centrality in Human and Machine Intelligence.- Communications.- Classification Strategies Using Certain and Possible Rules.- Well-Behaviored Operations for Approximate Sets.- Searching for Frequential Reducts in Decision Tables with Uncertain Objects.- A New Rough Set Approach to Multicriteria and Multiattribute Classification.- A Heuristic Method of Model Choice for Nonlinear Regression.- How a New Statistical Infrastructure Induced a New Computing Trend in Data Analysis.- Some Remarks on Networks of Parallel Language Processors.- Molecular Computation for Genetic Algorithms.- Marcus Contextual Languages and their Cut-and-Paste Properties.- Contextual Multilanguages: A Learning Method.- On Recognition of Words from Languages Generated by Linear Grammars with One Nonterminal Symbol.- Approximation Spaces and Definability for Incomplete Information Systems.- Intrinsic Co-Heyting Boundaries and Information Incompleteness in Rough Set Analysis.- Multifunctions as Approximation Operations in Generalized Approximation Spaces.- Preimage Relations and Their Matrices.- Cellular Neural Networks for Navigation of a Mobile Robot.- The Takagi-Sugeno Fuzzy Model Identification Method of Parameter Varying Systems.- Sensing of Arc Length and Wire Extension Using Neural Network in Robotic Welding.- Traffic Signal Control Using Multi-layered Fuzzy Control.- Approximation Region-Based Decision Tables.- A Model of RSDM Implementation.- Handling Queries in Incomplete CKBS through Knowledge Discovery.- Learning Logical Descriptions for Document Understanding: A Rough Sets-Based Approach.- Integrating KDD Algorithms and RDBMS Code.- Fast Discovery of Representative Association Rules.- Rough Classifiers Sensitive to Costs Varying from Object to Object.- Soft Techniques to Data Mining.- Business Process Understanding: Mining Many Datasets.- A Genetic Algorithm for Switchbox Routing Problem.- On the Benefits of Random Memorizing in Local Evolutionary Search.- An Application of Genetic Algorithms to Floorplanning of VLSI.- Learning with Delayed Rewards in Ant Systems for the Job-Shop Scheduling Problem.- Fuzzy Extension of Rough Sets Theory.- Fuzzy Similarity Relation as a Basis for Rough Approximations.- Approximation Spaces in Extensions of Rough Set Theory.- On Generalizing Pawlak Approximation Operators.- Real-Time Real-World Visual Classification Making Computational Intelligence Fly.- Fractal Operator Convergence by Analysis of Influence Graph.- Pattern Recognition by Invariant Reference Points.- An Analysis of Context Selection in Embedded Wavelet Coders.- Equivalent Characterization of a Class of Conditional Probabilistic Independencies.- A New Qualitative Rough-Set Approach to Modeling Belief Functions.- On Stability of Oja Algorithm.- Transform Vector Quantization of Images in One Dimension.- Daubechies Filters for 2D Wavelet Transforms.- Some Heuristics for Default Knowledge Discovery.- Fuzzy Partitions II: Belief Functions A Probabilistic View.- Frameworks for Mining Binary Relations in Data.- Handling Continuous Attributes in Discovery of Strong Decision Rules.- Covering with Reducts - A Fast Algorithm for Rule Generation.- Syntactical Content of Finite Approximations of Partial Algebras.- A New Approach to Linguistic Negation based upon Compatibility Level and Tolerance Threshold.- Some Issues on Nondeterministic Knowledge Bases with Incomplete and Selective Information.- The OI-Resolution of Operator Rough Logic.- Pedagogical Method for Extraction of Symbolic Knowledge.- Wavelets, Rough Sets and Artificial Neural Networks in EEG Analysis.- Parallel Computation of Reducts.- Rough Rules in Prolog.-