智能数据工程与自动化学习2002年国际会议录Intelligent data engineering and automated learning
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作者： Hujun Yin等著
出 版 社： 湖南文艺出版社
出版时间： 2002-12-1字数：版次： 1页数： 597印刷时间： 2002/12/01开本：印次：纸张： 胶版纸I S B N ： 9783540440253包装： 平装编辑推荐
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内容简介
This book constitutes the refereed proceedings of the Third International Conference on Intelligent Data Engineering and Automated Learning, IDEAL 2002, held in Manchester, UK in August 2002.The 89 revised papers presented were carefully reviewed and selected from more than 150 submissions. The book offers topical sections on data mining, knowledge engineering, text and document processing, internet applications, agent technology, autonomous mining, financial engineering, bioinformatics, learning systems, and pattern recognition.
目录
Data Mining
Mining Frequent Sequential Patterns under a Similarity Constraint
Pre-pruning Classification Trees to Reduce Overfitting in Noisy Domains
Data Mining for Fuzzy Decision Tree Structure with a Genetic Program
Co-evolutionary Data Mining to Discover Rules for Fuzzy Resource Management
Discovering Temporal Rules from Temporally Ordered Data
Automated Personalisation of Internet Users Using
Self-Organising Maps
Data Abstractions for Numerical Attributes in Data Mining
Calculating Aggregates with Range-Encoded Bit-Sliced Index
T3: A Classification Algorithm for Data Mining
A Hierarchical Model to Support Kansei Mining Process
Evolving SQL Queries for Data Mining
Indexing and Mining of the Local Patterns in Sequence Database
Knowledge Engineering
A Knowledge Discovery by Fuzzy
Rule Based Hopfield Network Fusing Partially Inconsistent Expert and Learnt Knowledge in
Uncertain Hierarchies
Organisational Information Management and Knowledge Discovery in Email within Mailing Lists
Design of Multi-drilling Gear Machines by Knowledge Processing and Machine Simulation
Text and Document Processing
Classification of Email Queries by Topic: Approach Based on Hierarchically Structured Subject Domain
A Knowledge-Based Information Extraction System for Semi-structured Labeled Documents
Measuring Semantic Similarity Between Words Using Lexical Knowledge and Neural Networks
Extraction of Hidden Semantics from Web Pages...
Self-Organising Maps for Hierarchical Tree View Document Clustering Using Contextual Information
Schema Discovery of the Semi-structured and Hierarchical Data
RSTIndex: Indexing and Retrieving Web Document Using Computational and Linguistic Techniques
Documents
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Intenet Applications
Agent Technologies
Special Session on Autonomous Mining
Financial Engineering
Bio-Informatics
Learning Systems
Pattern Recognition
Author Index
