Artificial Intelligence 人工智能

作者简介

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.

书籍目录

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 QueriesSemantic 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 CompositionKnowledge 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 GeometryMachine 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 MiningNatural Language Processing　Advances in Profile Assisted Voicemail Management　Computing Speech Acts　High Performance Part-of-Speech Tagging of Bulgarian……Soft ComputingNeural NetworksE-earning SystemsMulti-agent SystemsPattern RecognitionIntelligent DecisionmakingInformation Retrieval Author Index

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