基于实例的推理研究与发展

基于实例的推理研究与发展
作 者: David Aha 
出版社: 湖南文艺出版社
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作者简介

暂缺《基于实例的推理研究与发展》作者简介

内容简介

This book constitutes the refereed proceedings of the 4th International Conference on Case-Based Reasoning, ICCBR 2001, held in Vancouver, BC, Canada, in July/August 2001.The 36 revised full research papers and 14 revised full application papers presented together with 3 invited papers were carefully reviewed and selected from 81 submissions. The papers address all current foundational and theoretical aspects of case-based reasoning as well as advanced applications in a variety of fields.

图书目录

Invited Papers

Highlights of the European INRECA Projects

The Synthesis of Expressive Music: A Challenging CBR Application

Why Case-Based Reasoning Is Attractive for Image Interpretation

Research Papers

 Similarity Assessment for Relational CBR

 Acquiring Customer Preferences from Return-Set Selections

 The Role of Information Extraction for Textual CBR

 Case-Based Reasoning in Course Timetabling: An Attribute Graph Approach

 Ranking Algorithms for Costly Similarity Measures

 A Fuzzy-Rough Approach for Case Base Maintenance

 Learning and Applying Case-Based Adaptation Knowledge

 Case Representation Issues for Case-Based Reasoning from Ensemble Research

 A Declarative Similarity Framework for Knowledge Intensive CBR

 Classification Based Retrieval Using Formal Concept Analysis

 Conversational Case-Based Planning for Agent Team Coordination

 A Hybrid Approach for the Management of FAQ Documents in Latin Languages

 Taxonomic Conversational Case-Based Reasoning

 A Case-Based Reasoning View of Automated Collaborative Filtering

 A Case-Based Approach to Tailoring Software Processes

 The Conflict Graph for Maintaining Case-Based Reasoning Systems

 Issues on the Effective Use of CBR Technology for  Software Project Prediction

 Incremental Case-Based Plan Recognition Using State Indices

 A Similarity-Based Approach to Attribute Selection in User-Adaotive Sales Dialoes

 When Two Case Bases Are Better than One: Exploiting Multiole Case Base

 COBRA: A CBR-Based Approach for Predicting Users Actions in a Web Site

 Similarity vs. Diversity

 Collaborative Case-Based Reasoning: Applications in Personalised Route Planning

Helping a CBR Program Know What It Knows

 Precision and Recall in Interactive Case-Based Reasoning

 Meta-case-Based Reasoning: Using Functional Models to Adapt Case-Based Agents

 Exploiting Interchangeabilities for Case Adaptation

……

Applicaton Papers

Author Index