实例推理进展/会议录 Advances in case-based reasoning

分類: 图书,计算机/网络,计算机理论,
作者: Susan Craw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: 656印刷时间: 2002/12/01开本:印次:纸张: 胶版纸I S B N : 9783540441090包装: 平装编辑推荐
LNBI is devoted to the publication of state-of-the-art research results in bio-informatics and computational biology, at a high level and in both printed and electronic versions - making use of the well-established LNCS publication machinery. As with the LNCS mother series, refereed proceedings and post- proceedings are at the core of LNBI, however, similar to the color cover sub- lines in LNCS, tutorials and state-of-the-art surveys are also invited for LNBI. Among the topics covered are:
Genomics;Molecular sequence analysis;Recognition of genes and regulatory elements;Molecular evolution;Protein structure;Gene expression;Gene networks;Combinatorial libraries and drug design;Computational proteomics.
内容简介
This book constitutes the refereed preceedings of the 6th European Conference on Case-Based Reasoning, ECCBR 2002, held in Aberdeen, Scotland, UK in September 2002The 31 revised full research papers and 14 revised application papers presented togehter with 2 invited contributions were carefully reviewed and selected from numerous submissions. All current issues in case-based reasoning, ranging from foundational and methodological issues to advanced applications in various fields are addressed.
目录
Invited Papers
Integrating Background Knowledgeinto Nearest-Neighbor Text Classification
Applying Knowledge Management:Techniques for Building Organisational Memories
Resehrch Papers
On the Complexity of Plan Adaptation by Derivational Analogyin a Universal Classical Planning Framework
Inductive Learning for Case-Based Diagnosis with Multiple Haults
Diverse Product Recommendations Using an Expressive Languagefor Case Retrieval
Digital Image Similarity for Geo-spatial Knowledge Management
Poetry Generation in COLIBRI
Adaptation Using Iterated Estimations
The Use of a Uniform Declarative Model in 3D Visualisationfor Case-Based Reasoning
Experiments on Case-Based Retrieval of Software
Exploiting Taxonomic and Causal Relationsin Conversational Case Retrieval
Bayesian Case Reconstruction
Relations between Customer Requirements, Performance Measures,and GenerM Case Properties for Case Base Maintenance
Representing Temporal Knowledge for Case-Based Prediction
Local Predictions for Case-Based Plan Recognition
Automatically Selecting Strategies for Multi-Case-Base Reasoning
Diversity-Conscious Retrieval
Improving Case Representation and Case Base Maintenancein Recommender Agents
Similarity Assessment for Generalizied Cases by Optimization Methods
Case Acquisition in a Project Planning Environment
Improving Case-Based Recommendation:A Collaborative Filtering Approach
Efficient Similarity Determination and Case Construction Techniquesfor Case-Based Reasoning
Constructive Adaptation
A Fuzzy Case Retrieval Approach Based on SQLfor Implementing Electronic Catalogs
Integrating Hybrid Rule-Based with Case-Based Reasoning
Search and Adaptation in a Fuzzy Object Oriented Case Base
……
Application Papers
Author Index