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Transactions on rough sets IV

Author: James F Peters; Andrzej Skowron
Publisher: Berlin : Springer, ©2005.
Series: Lecture notes in computer science, 3700.; Lecture notes in computer science., Journal subline.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
Summary:

Devoted to the spectrum of rough sets related issues, from logical and mathematical foundations, through aspects of rough set theory and its applications, such as data mining, knowledge discovery,  Read more...

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Details

Document Type: Book
All Authors / Contributors: James F Peters; Andrzej Skowron
ISBN: 3540298304 9783540298304
OCLC Number: 62309548
Description: x, 374 pages : illustrations ; 24 cm.
Contents: Regular Papers.- A Treatise on Rough Sets.- On Optimization of Decision Trees.- Dealing with Missing Data: Algorithms Based on Fuzzy Set and Rough Set Theories.- Characteristic Relations for Incomplete Data: A Generalization of the Indiscernibility Relation.- Supervised Learning in the Gene Ontology Part I: A Rough Set Framework.- Supervised Learning in the Gene Ontology Part II: A Bottom-Up Algorithm.- Comparative Analysis of Deterministic and Nondeterministic Decision Tree Complexity Local Approach.- A Fast Host-Based Intrusion Detection System Using Rough Set Theory.- Incremental Learning and Evaluation of Structures of Rough Decision Tables.- Dissertations and Monographs.- A Framework for Reasoning with Rough Sets.- Analogy-Based Reasoning in Classifier Construction.
Series Title: Lecture notes in computer science, 3700.; Lecture notes in computer science., Journal subline.
Responsibility: James F. Peters, Andrzej Skowron (eds.).
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