知识获得和管理的进展LNCS-4303:Advances in knowledge acquisition and management
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作者： Achim Hoffmann著
出 版 社： 广东教育出版社
出版时间： 2006-12-1字数：版次： 1页数： 2567印刷时间： 2006/12/01开本：印次：纸张： 胶版纸I S B N ： 9783540689553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 thoroughly refereed post-proceedings of the 2006 Pacific Rim Knowledge Acquisition Workshop, PKAW 2006, held in Guilin, China in August 2006 as part of 9th Pacific Rim International Conference on Artificial Intelligence, PRICAI 2006.
The 21 revised full papers and 6 revised short papers presented together with 4 invited talks were carefully reviewed and selected from 81 submissions. The papers are organized in topical sections on ontology and knowledge acquisition, algorithm approaches to knowledge acquisition, incremental knowledge acquisition and RDR, knowledge acquisition and applications, as well as machine learning and data mining.
目录
PART I: Regular Papers
Ontology and Knowledge Acquisition
Visual Knowledge Annotation and Management by Using QualitativeSpatial Information
Ad-Hoc and Personal Ontologies: A Prototyping Approach to OntologyEngineering
Relating Business Process Models to Goal-Oriented RequirementsModels in KAOS
Algorithm Approaches to Knowledge Acquisition
Heuristic and Rule-Based Knowledge Acquisition: Classificationof Numeral Strings in Text
RFID Tag Based Library Marketing for Improving Patron Services
Extracting Discriminative Patterns from Graph Structured Data UsingConstrained Search
Evaluating Learning Algorithms with Meta-learning Schemes for a RuleEvaluation Support Method Based on Objective Indices
Training Classifiers for Unbalanced Distribution and Cost-SensitiveDomains with ROC Analysis
Revealing Themes and Trends in the Knowledge Domain's IntellectualStructure
Incremental Knowledge Acquisition and RDR
Evaluation of the FastFIX Prototype 5Cs CARD System
Intelligent Decision Support for Medication Review
A Hybrid Browsing Mechanism Using Conceptual Scales
Knowledge Acquisition and Applications
Knowledge Representation for Video Assisted by Domain-SpecificOntology
An Ontological Infrastructure for the Semantic Integration of ClinicalArchetypes
Improvement of Air Handling Unit Control Performance UsingReinforcement Learning
Machine Learning and Data Mining
Optimizing Dissimilarity-Based Classifiers Using a Newly ModifiedHausdorff Distance
A New Model for Classifying DNA Code Inspired by Neural Networksand FSA
Improvements on Common Vector Approach Using k-ClusteringMethod
The Method for the Unknown Word Classification
PART II:Regular Papers(6-8Pages)
Author Index