Intelligent data engineering and automated learning--IDEAL 2002(IDEAL2002/会议录)
内容提要 ：
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.
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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 …… Intenet Applications Agent Technologies Special Session on Autonomous Mining Financial Engineering Bio-Informatics Learning Systems Pattern Recognition Author Index |
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