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Artificial Intelligence 人工智能:方法论、系统与应用/会议录

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Artificial Intelligence 人工智能:方法论、系统与应用/会议录

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作 者:ChristophBussler 著

出 版 社:北京燕山出版社

出版时间:2004-10-1

I S B N:3540229590

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内容简介

This book constitutes the refereed proceedings of the 11th International Conference on Artificial Intelligence: Methodology, Systems, and Applications, AIMSA 2004, held in Varna, Bulgaria in September 2004.
The 52 revised full papers presented were carefully reviewed and selected from 176 submissions. The papers are organized in topical sections on ontology engineering, semantic Web services, knowledge representation and processing, machine learning and data mining, natural language processing, soft computing, neural networks, e-learning systems, multiagent systems, pattern recognition, intelligent decision making, and information retrieval.

作者简介

目录

Ontology Engineering
 Adoption of the Classical Theory of Definition to Ontology Modeling
 An App roach to Evaluate Existing Ontologies for Indexing a Document Corpus
 Capturing Semantics Towards Automatic Coordination of Domain Ontologies
 Towards a Semantic Representation of Documents by Ontology-Document Mapping
 Using an Aligned Ontology to Process User Queries
Semantic Web Services
 An Experiment on Modelling Agents and Knowledge for the Semantic Web
 Automatic Creation and Monitoring of Semantic Metadata in a Dynamic Knowledge Portal
 Coordinating Semantic Peers
 Identification of Communities of Peers by Trust and Reputation
 Integration of B2B Logistics Using Semantic Web Services
 Planning and Monitoring Web Service Composition
Knowledge Presentation and Processing
 A Logic of Inequalities
 Exploiting the Constrainedness in Constraint Satisfaction Problems
 Orthogonal Operators for User-Defined Symbolic Periodicities
 Solving Constraints Between Lines in Euclidean Geometry
Machine Learning and Data Mining
 An Oracle Based Meta-learner for Function Decomposition
 Bagged Voting Ensembles
 Cluster Validation for High-Dimensional Datasets
 Emergent Behaviours Based on Episodic Encoding and Familiarity Driven Retrieval
 Increasing the Classification Accuracy of Simple Bayesian Classifier
 Outlier Detecting in Fuzzy Switching Regression Models
 PubMiner: Machine Learning-Based Text Mining System for Biomedical Information Mining
Natural Language Processing
 Advances in Profile Assisted Voicemail Management
 Computing Speech Acts
 High Performance Part-of-Speech Tagging of Bulgarian
……
Soft Computing
Neural Networks
E-earning Systems
Multi-agent Systems
Pattern Recognition
Intelligent Decisionmaking
Information Retrieval
Author Index

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