粗集、模糊集、数据挖掘和粒度计算/会议录第II部分Rough Sets, Fuzzy Sets, Data Mining

作者: Dominik Slezak 著

出版社: 北京燕山出版社

出版时间: 2005-09

版次: 1

ISBN: 9783540286608

定价: 949.20

装帧: 平装

开本: 其他

纸张: 铜版纸

页数: 738页

分类: 外文古旧书>英文书>工程技术

The two volume set LNAI 3641 and LNAI 3642 constitutes the refereed proceedings of the 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2005, held in Regina, Canada in August/September 2005. The 119 revised full papers presented were carefully reviewed and selected from a total of 277 submissions. They comprise the two volumes together with 6 invited papers, 22 approved workshop papers, and 5 special section papers that all were carefully selected and thoroughly revised. The first volume includes 75 contributions related to rough set approximations, rough-algebraic foundations, feature selection and reduction, reasoning in information systems, rough-probabilistic approaches, rough-fuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, non-standard logics, and granular computing. The second volume contains 77 contributions and deals with rough set software, data mining, hybrid and hierarchical methods, information retrieval, image recognition and processing, multimedia applications, medical applications, web content analysis, business and industrial applications, the approved workshop papers and the papers accepted for a special session on intelligent and sapient systems. Invited Papers

　Generalizing Rough Set Theory Through Dominance-Based Rough　Set Approach

　Approximate Boolean Reasoning Approach to Rough Sets and Data　Mining

　Towards Human-Level Web Intelligence

Rough Set Software

　Credibility Coefficients in ARES Rough Set Exploration System

　DIXER - Distributed Executor for Rough Set Exploration System

　RoSy: A Rough Knowledge Base System

Data Mining

　A Classification Model: Syntax and Semantics for Classification

　"Rule + Exception" Strategies for Knowledge Management and　Discovery

　Outlier Detection Using Rough Set Theory

　Reverse Prediction

　Prediction Mining - An Approach to Mining Association Rules for Prediction

　A Rough Set Based Model to Rank the Importance of Association Rules

Hybrid and Hierarchical Methods

　A Hierarchical Approach to Multimodal Classification

　Rough Learning Vector Quantization Case Generation for CBR Classifiers

　ML-CIDIM: Multiple Layers of Multiple Classifier SystemsBased on CIDIM

　Constructing Rough Decision Forests

　Attribute Reduction in Concept Lattice Based on Discernibility Matrix

　Reducing the Storage Requirements of l-v-1 Support Vector Machine　Multi-classifiers

　A Possibilistic Approach to RBFN Centers Initialization

Information Retrieval

　Intelligent Information Retrieval Based on the Variable Precision　Rough Set Model and Fuzzy Sets

……

Image Recognition and Processing

Multimedia Applications

Medical Applications

Bioninformatic Applications

Web Content Analysis

Business Applications

Security Applications

Industrial Applications

Embedded Systems and Networking

Intelligent and Sapient Systems

Author Index
内容简介:
The two volume set LNAI 3641 and LNAI 3642 constitutes the refereed proceedings of the 10th International Conference on Rough Sets, Fuzzy Sets, Data Mining, and Granular Computing, RSFDGrC 2005, held in Regina, Canada in August/September 2005. The 119 revised full papers presented were carefully reviewed and selected from a total of 277 submissions. They comprise the two volumes together with 6 invited papers, 22 approved workshop papers, and 5 special section papers that all were carefully selected and thoroughly revised. The first volume includes 75 contributions related to rough set approximations, rough-algebraic foundations, feature selection and reduction, reasoning in information systems, rough-probabilistic approaches, rough-fuzzy hybridization, fuzzy methods in data analysis, evolutionary computing, machine learning, approximate and uncertain reasoning, probabilistic network models, spatial and temporal reasoning, non-standard logics, and granular computing. The second volume contains 77 contributions and deals with rough set software, data mining, hybrid and hierarchical methods, information retrieval, image recognition and processing, multimedia applications, medical applications, web content analysis, business and industrial applications, the approved workshop papers and the papers accepted for a special session on intelligent and sapient systems.
目录:
Invited Papers

　Generalizing Rough Set Theory Through Dominance-Based Rough　Set Approach

　Approximate Boolean Reasoning Approach to Rough Sets and Data　Mining

　Towards Human-Level Web Intelligence

Rough Set Software

　Credibility Coefficients in ARES Rough Set Exploration System

　DIXER - Distributed Executor for Rough Set Exploration System

　RoSy: A Rough Knowledge Base System

Data Mining

　A Classification Model: Syntax and Semantics for Classification

　"Rule + Exception" Strategies for Knowledge Management and　Discovery

　Outlier Detection Using Rough Set Theory

　Reverse Prediction

　Prediction Mining - An Approach to Mining Association Rules for Prediction

　A Rough Set Based Model to Rank the Importance of Association Rules

Hybrid and Hierarchical Methods

　A Hierarchical Approach to Multimodal Classification

　Rough Learning Vector Quantization Case Generation for CBR Classifiers

　ML-CIDIM: Multiple Layers of Multiple Classifier SystemsBased on CIDIM

　Constructing Rough Decision Forests

　Attribute Reduction in Concept Lattice Based on Discernibility Matrix

　Reducing the Storage Requirements of l-v-1 Support Vector Machine　Multi-classifiers

　A Possibilistic Approach to RBFN Centers Initialization

Information Retrieval

　Intelligent Information Retrieval Based on the Variable Precision　Rough Set Model and Fuzzy Sets

……

Image Recognition and Processing

Multimedia Applications

Medical Applications

Bioninformatic Applications

Web Content Analysis

Business Applications

Security Applications

Industrial Applications

Embedded Systems and Networking

Intelligent and Sapient Systems

Author Index