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Transactions on Rough Sets IV (Lecture Notes in Computer Science, 3700) 🔍
Zdzisław Pawlak (auth.), James F. Peters, Andrzej Skowron (eds.) Springer Spektrum. in Springer-Verlag GmbH, Springer Nature, Berlin, 2005
英语 [en] · PDF · 3.6MB · 2005 · 📘 非小说类图书 · 🚀/duxiu/lgli/lgrs/nexusstc/scihub/zlib · Save
描述
Volume IV of the Transactions on Rough Sets (TRS) introduces a number of new advances in the theory and application of rough sets. Rough sets and - proximationspaceswereintroducedmorethan30yearsagobyZdzis lawPawlak. These advances have profound implications in a number of research areas such as the foundations of rough sets, approximate reasoning, arti?cial intelligence, bioinformatics,computationalintelligence, cognitivescience, intelligentsystems, datamining,machineintelligence,andsecurity. Inaddition,itisevidentfromthe papers included in this volume that the foundations and applications of rough sets is a very active research area worldwide. A total of 16 researchers from 7 countries are represented in this volume, namely, Canada, India, Norway, S- den, Poland, Russia and the United States of America. Evidence of the vigor, breadth and depth of research in the theory and applications of rough sets can be found in the 10 articles in this volume. Prof. Pawlak has contributed a treatise on the philosophical underpinnings of rough sets. In this treatise, observations are made about the Cantor notion of a set, antinomies arising from Cantor sets, the problem of vagueness (es- cially, vague (imprecise) concepts), fuzzy sets, rough sets, fuzzy vs. rough sets as well as logic and rough sets. Among the many vistas and research directions suggested by Prof. Pawlak, one of the most fruitful concerns the model for a rough membership function, which was incarnated in many di?erent forms since its introduction by Pawlakand Skowronin 1994. Recall, here, that Prof.
Erscheinungsdatum: 04.11.2005
备用文件名
lgrsnf/1519.pdf
备用文件名
scihub/10.1007/11574798.pdf
备用文件名
scihub/10.1007/11574798_2.pdf
备用文件名
scihub/10.1007/978-3-540-32016-6.pdf
备用文件名
zlib/no-category/_55809043.pdf
备选标题
Lecture Notes in Computer Science 3700 Transactions on Rough Sets IV
备选作者
Peters, James F. [editor]; Skowron, Andrzej [editor];
备选作者
James F. Peters ... [et al.] (eds.)
备用出版商
Springer Berlin Heidelberg : Imprint : Springer
备用出版商
Steinkopff. in Springer-Verlag GmbH
备用出版商
Springer London, Limited
备用版本
Lecture notes in computer science -- 4374. -- Journal subline, Lecture notes in computer science -- 4374., Lecture notes in computer science, Berlin, Germany, 2007
备用版本
Lecture notes in computer science -- 3700., Journal subline, Lecture notes in computer science, Berlin, Germany, 2005
备用版本
Transactions on Rough Sets, 3700, 1st ed. 2005, Berlin, Heidelberg :, 2005
备用版本
Germany, Germany
元数据中的注释
sm21208507
元数据中的注释
sm37809883
元数据中的注释
{"isbns":["3540298304","9783540298304"],"last_page":388,"publisher":"Springer","source":"libgen_rs"}
元数据中的注释
Includes bibliographical references and index.
元数据中的注释
"Commemorating the life and work of Zdzisław Pawlak, part 1."
Includes bibliographical references and indexes.
备用描述
Volume IV of the Transactions on Rough Sets (TRS) introduces a number of new advances in the theory and application of rough sets. Rough sets and - proximationspaceswereintroducedmorethan30yearsagobyZdzis lawPawlak. These advances have profound implications in a number of research areas such as the foundations of rough sets, approximate reasoning, arti?cial intelligence, bioinformatics, computationalintelligence, cognitivescience, intelligentsystems, datamining, machineintelligence, andsecurity. Inaddition, itisevidentfromthe papers included in this volume that the foundations and applications of rough sets is a very active research area worldwide. A total of 16 researchers from 7 countries are represented in this volume, namely, Canada, India, Norway, S- den, Poland, Russia and the United States of America. Evidence of the vigor, breadth and depth of research in the theory and applications of rough sets can be found in the 10 articles in this volume. Prof. Pawlak has contributed a treatise on the philosophical underpinnings of rough sets. In this treatise, observations are made about the Cantor notion of a set, antinomies arising from Cantor sets, the problem of vagueness (es- cially, vague (imprecise) concepts), fuzzy sets, rough sets, fuzzy vs. rough sets as well as logic and rough sets. Among the many vistas and research directions suggested by Prof. Pawlak, one of the most fruitful concerns the model for a rough membership function, which was incarnated in many di?erent forms since its introduction by Pawlakand Skowronin 1994. Recall, here, that Prof
备用描述
The LNCS journal Transactions on Rough Sets is devoted to the entire spectrum of rough sets related issues, from logical and mathematical foundations, through all aspects of rough set theory and its applications, such as data mining, knowledge discovery, and intelligent information processing, to relations between rough sets and other approaches to uncertainty, vagueness, and incompleteness, such as fuzzy sets and theory of evidence. This fourth volume of the Transactions on Rough Sets opens with an introductory article by Zdzislaw Pawlak, the originator of rough sets. Seven papers explore the theory of rough sets in various domains: a framework for reasoning with rough sets utilizing extended logic programs, optimization of decision trees, fuzzy set and rough set approaches to dealing with missing data, generalization of the indiscernibility relation as an aid to dealing with incompletely specified decision tables, deterministic and non-deterministic decision tree complexity in the context of both finite and infinite information systems, analogy-based reasoning in classifier construction, and incremental learning and evaluation of structures of rough decision tables. In addition, two papers in this volume introduce new applications of rough sets, namely, supervised learning in the gene ontology and the design of an intrusion detection system
备用描述
Frontmatter
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
Backmatter
备用描述
James F. Peters, Andrzej Skowron (eds.). Includes Bibliographical References And Index.
开源日期
2014-05-24
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