Contributions to Fuzzy and Rough Sets Theories and their Applications

Studies in Fuzziness and Soft Computing 224

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Bibliografische Daten
ISBN/EAN: 9783540769729
Sprache: Englisch
Umfang: xvi, 335 S.
Auflage: 1. Auflage 2008
Einband: gebundenes Buch

Beschreibung

InhaltsangabeFrom the contents Part I Fuzzy and Rough Sets Theoretical and Practical Aspects.- Missing Value Semantics and Absent Value Semantics for Incomplete Information in Object-Oriented Rough Set Models.- Similarities for Crisp and Fuzzy Probabilistic Expert Systems.- An Efficient Image Retrieval System Using Ordered Weighted Aggregation.- Entropy and Co-Entropy of Partitions and Coverings with Applications to Roughness Theory.- Part II Fuzzy and Rough Sets in Machine Learning and Data Mining.- Learning Membership Functions for an Associative Fuzzy Neural Network.- An Incremental Clustering Method and its Application in Online Fuzzy Modeling.- Part III Fuzzy and Rough Sets in Decision-Making.- Rough Set Approach to Information Systems with Interval Decision Values in Evaluation Problems.- Fuzzy Rule-Based Direction-Oriented Resampling Algorithm in High Definition Display.- RSGUI with Reverse Prediction Algorithm.

Autorenportrait

InhaltsangabeFuzzy and Rough Sets' Theoretical and Practical Aspects.- Missing Value Semantics and Absent Value Semantics for Incomplete Information in Object-Oriented Rough Set Models.- Similarities for Crisp and Fuzzy Probabilistic Expert Systems.- An Efficient Image Retrieval System Using Ordered Weighted Aggregation.- Entropy and Co-entropy of Partitions and Coverings with Applications to Roughness Theory.- Patterns of Collaborations in Rough Set Research.- Visualization of Local Dependencies of Possibilistic Network Structures.- Two Fuzzy-Set Models for the Semantics of Linguistic Negations.- A Coevolutionary Approach to Solve Fuzzy Games.- Rough Set Approach to Video Deinterlacing Systems.- Fuzzy and Rough Sets in Machine Learning and Data Mining.- Learning Membership Functions for an Associative Fuzzy Neural Network.- An Incremental Clustering Method and Its Application in Online Fuzzy Modeling.- Fuzzy Approach of Synonymy and Polysemy for Information Retrieval.- Rough Set Theory Measures for Quality Assessment of a Training Set.- A Machine Learning Investigation of a Beta-Carotenoid Dataset.- Rough Text Assisting Text Mining: Focus on Document Clustering Validity.- Construction of Rough Set-Based Classifiers for Predicting HIV Resistance to Nucleoside Reverse Transcriptase Inhibitors.- Fuzzy and Rough Sets in Decision-Making.- Rough Set Approach to Information Systems with Interval Decision Values in Evaluation Problems.- Fuzzy Rule-Based Direction-Oriented Resampling Algorithm in High Definition Display.- RSGUI with Reverse Prediction Algorithm.- An Algorithm for the Shortest Path Problem on a Network with Fuzzy Parameters Applied to a Tourist Problem.- PID Control with Fuzzy Adaptation of a Metallurgical Furnace.