Transactions on Rough Sets I (Lecture Notes in Computer Science, 3100, Band 3100) - Softcover

Kostek, Bozena; Grzymala-Busse, Jerzy W.; Skowron, Andrzej; Swiniarski, Roman W.; Peters, James F.

Softcover

ISBN 10: 3540223746 ISBN 13: 9783540223740

Verlag: Springer, 2008

Inhaltsangabe

Rough Sets - Introduction.- Some Issues on Rough Sets.- Rough Sets - Theory.- Learning Rules from Very Large Databases Using Rough Multisets.- Data with Missing Attribute Values: Generalization of Indiscernibility Relation and Rule Induction.- Generalizations of Rough Sets and Rule Extraction.- Towards Scalable Algorithms for Discovering Rough Set Reducts.- Variable Precision Fuzzy Rough Sets.- Greedy Algorithm of Decision Tree Construction for Real Data Tables.- Consistency Measures for Conflict Profiles.- Layered Learning for Concept Synthesis.- Basic Algorithms and Tools for Rough Non-deterministic Information Analysis.- A Partition Model of Granular Computing.- Rough Sets - Applications.- Musical Phrase Representation and Recognition by Means of Neural Networks and Rough Sets.- Processing of Musical Metadata Employing Pawlak's Flow Graphs.- Data Decomposition and Decision Rule Joining for Classification of Data with Missing Values.- Rough Sets and Relational Learning.- Approximation Space for Software Models.- Application of Rough Sets to Environmental Engineering Models.- Rough Set Theory and Decision Rules in Data Analysis of Breast Cancer Patients.- Independent Component Analysis, Principal Component Analysis and Rough Sets in Face Recognition.

Details zur Ausgabe

• Verlag: Springer
• Erscheinungsdatum: 2008
• Sprache: Englisch
• ISBN 10: 3540223746
• ISBN 13: 9783540223740
• Einband: Taschenbuch
• Anzahl der Seiten: 416
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