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内容提要:
This book constitutes the refereed proceedings of the 5th Mexican International Conference on Artificial Intelligence, MICAI 2006, held in Apizaco, Mexico in November 2006.
The 123 revised full papers presented were carefully reviewed and selected from 447 submissions. The papers are organized in topical sections on knowledge representation and reasoning, fuzzy logic and fuzzy control, uncertainty and qualitative reasoning, evolutionary algorithms and swarm intelligence, neural networks, optimization and scheduling, machine learning and feature selection, classification, knowledge discovery, computer vision, image processing and image retrieval, natural language processing, information retrieval and text classification, speech processing, multiagent systems, robotics, as well as bioinformatics and medical applications. 编辑推荐:
The LNCS series reports state-of-the-art results in computer science research,development,and education,at a high level and in both printed and electronic form.Enjoying tight cooperation with the R&D community,with numerous individuals,as well as with prestigious organizations and societies,LNCS has grown into the most comprehensive computer science research forum available.
The scope of LNCS including its subseries LNAI spans the whole range of computer science and information technology including interdisciplinary topics in a variety of application fields.The type of material published traditionally includes. —proceedings (published in time for the respective conference) —post-proceedings (consisting of thoroughly revised final full papers) —research monographs(which may be based on outstanding PhD work,research projects,technical reports,etc.) 目录:
Artificial Intelligence Arrives to the 21st Century
Knowledge Representation and Reasoning Properties of Markovian Subgraphs of a Decomposable Graph Pre-conceptual Schema: A Conceptual-Graph-Like Knowledge Knowledge for Requirements Elicitation A Recognition-Inference Procedure Scheme Based on Fuzzy Petri Nets for a Knowledge Representation Inference Scheme for Order-Sorted Logic Using Noun Phrases with Variables as Sorts Answer Set General Theories and Preferences A Framework for the E-R Computational Creativity Model Fuzzy Logic and Fuzzy Control First-Order Interval Type-1 Non-singleton Type-2 TSK Fuzzy Logic Systems Fuzzy State Estimation of Discrete Event Systems Real-Time Adaptive Fuzzy Motivations for Evolutionary Behavior Learning by a Mobile Robot Fuzzy-Based Adaptive Threshold for the Interleaved Authentication Determining Method in Sensor Networks A Fuzzy Logic Model for Software Development Effort Estimation at Personal Level Reconfigurable Networked Fuzzy Takagi Sugeno Control for Magnetic Levitation Case Study Automatic Estimation of the Fusion Method Parameters to Reduce Rule Base of Fuzzy Control Complex Systems A Fault Detection System Design for Uncertain T-S Fuzzy Systems Uncertainty and Qualitative Reasoning An Uncertainty Model for a Diagnostic Expert System Based on Fhzzy Algebras of Strict Monotonic Operations A Connectionist Fuzzy Case-Based Reasoning Model Error Bounds Between Marginal Probabilities and Beliefs of Loopy Belief Propagation Algorithm Applications of Gibbs Measure Theory to Loopy Belief Propagation Algorithm A Contingency Analysis of LEACTIVEMATH'S Learner Model …… Evolutionary Algorithms and Swarm Intelligence Neual Networks Optimization and Scheduling Machine Learning and Feature Selection Classification Knowledge Discovery Computer Vision Image Processing and Image Retrieval Natural Language Processing Information Retrieval and Text Classification Speech Processing Multiagent Systems Robotics Bioinformatics and Medical Applications Author Index |