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Active Mining: Second International Workshop, AM 2003主动发掘/会议文集

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Active Mining: Second International Workshop, AM 2003主动发掘/会议文集

最 低 价:¥528.80

定 价:¥587.60

作 者:ShusakuTsumoto 著

出 版 社:北京燕山出版社

出版时间:2005-8-1

I S B N:3540261575

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内容简介

  This book constitutes the thoroughly refereed postproceedings of the Second International Workshop on Active Mining, AM 2003, held in Maebashi, Japan, in October 2003 as a satellite workshop of ISMIS 2003. The 16 revised full papers presented together with 2 tutorial papers and an overview of the Japanese Active Mining Project went through 2 rounds of reviewing and improvement and were selected from initialy 38 submissions. The papers are organized in topical sections on active information collection, active data mining, and active user reaction. Many current aspects of active mining are addressed, ranging from theoretical and methodological topics to algorithms and their applications in fields such as bioinformatics, medicine, and life science more generally.

作者简介

目录

Overview
Active Mining Project: Overview
Tutorial Papers
Computational and Statistical Methods in Bioinformatics
Indexing and Mining Audiovisual Data
Active Information Collection
Relevance Feedback Document Retrieval Using Support Vector Machines
Micro View and Macro View Approaches to Discovered Rule Filtering
Mining Chemical Compound Structure Data Using Inductive Logic Programming
First-Order Rule Mining by Using Graphs Created from Temporal Medical Data
Active Data Mining
Extracting Diagnostic Knowledge from Hepatitis Dataset by Decision Tree Graph-Based Induction
Data Mining Oriented CRM Systems Based on MUSASHI: C-MUSASHI
Investigation of Rule Interestingness in Medical Data Mining
Experimental Evaluation of Time-Series Decision Tree
Spiral Multi-aspect Hepatitis Data Mining
Sentence Role Identification in Medline Abstracts: Training Classifier with Structured Abstracts
CHASE2 - Rule Based Chase Algorithm for Information Systems of Type
Active User Reaction
Empirical Comparison of Clustering Methods for Long Time-Series Databases
Spiral Mining Using Attributes from 3D Molecular Structures
Classification of Pharmacological Activity of Drugs Using Support Vector Machine
Cooperative Scenario Mining from Blood Test Data of Hepatitis B and C
Integrated Mining for Cancer Incidence Factors from Healthcare Data
Author Index

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