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MICAI 2006: Advances in Artificial Intelligence

  • Couverture cartonnée
  • 1236 Nombre de pages
This book constitutes the refereed proceedings of the 5th Mexican International Conference on Artificial Intelligence, MICAI 2006,... Lire la suite
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Description

This book constitutes the refereed proceedings of the 5th Mexican International Conference on Artificial Intelligence, MICAI 2006, held in Apizaco, Mexico in November 2006. It contains over 120 papers that address such topics as knowledge representation and reasoning, machine learning and feature selection, knowledge discovery, computer vision, image processing and image retrieval, robotics, as well as bioinformatics and medical applications.

Contenu
Artificial Intelligence Arrives to the 21st Century.- 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 Representation for Requirements Elicitation.- A Recognition-Inference Procedure for a Knowledge Representation Scheme Based on Fuzzy Petri Nets.- 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 Determining Method for the Interleaved Authentication 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 Fuzzy 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.- Constructing Virtual Sensors Using Probabilistic Reasoning.- Solving Hybrid Markov Decision Processes.- Comparing Fuzzy Naive Bayes and Gaussian Naive Bayes for Decision Making in RoboCup 3D.- Using the Beliefs of Self-Efficacy to Improve the Effectiveness of ITS: An Empirical Study.- Qualitative Reasoning and Bifurcations in Dynamic Systems.- Evolutionary Algorithms and Swarm Intelligence.- Introducing Partitioning Training Set Strategy to Intrinsic Incremental Evolution.- Evolutionary Method for Nonlinear Systems of Equations.- A Multi-objective Particle Swarm Optimizer Hybridized with Scatter Search.- Neural Networks.- An Interval Approach for Weight's Initialization of Feedforward Neural Networks.- Aggregating Regressive Estimators: Gradient-Based Neural Network Ensemble.- The Adaptive Learning Rates of Extended Kalman Filter Based Training Algorithm for Wavelet Neural Networks.- Multistage Neural Network Metalearning with Application to Foreign Exchange Rates Forecasting.- Genetic Optimizations for Radial Basis Function and General Regression Neural Networks.- Complexity of Alpha-Beta Bidirectional Associative Memories.- A New Bi-directional Associative Memory.- Optimization and Scheduling.- A Hybrid Ant Algorithm for the Airline Crew Pairing Problem.- A Refined Evaluation Function for the MinLA Problem.- ILS-Perturbation Based on Local Optima Structure for the QAP Problem.- Application of Fuzzy Multi-objective Programming Approach to Supply Chain Distribution Network Design Problem.- Route Selection and Rate Allocation Using Evolutionary Computation Algorithms in Multirate Multicast Networks.- A Polynomial Algorithm for 2-Cyclic Robotic Scheduling.- A New Algorithm That Obtains an Approximation of the Critical Path in the Job Shop Scheduling Problem.- A Quay Crane Scheduling Method Considering Interference of Yard Cranes in Container Terminals.- Comparing Schedule Generation Schemes in Memetic Algorithms for the Job Shop Scheduling Problem with Sequence Dependent Setup Times.- A Fuzzy Set Approach for Evaluating the Achievability of an Output Time Forecast in a Wafer Fabrication Plant.- Machine Learning and Feature Selection.- How Good Are the Bayesian Information Criterion and the Minimum Description Length

Détails sur le produit

Titre: MICAI 2006: Advances in Artificial Intelligence
Éditeur:
Code EAN: 9783540490265
ISBN: 978-3-540-49026-5
Format: Couverture cartonnée
Genre: Informatique
nombre de pages: 1236
Poids: 3620g
Taille: H235mm x B235mm x T155mm
Année: 2006
Auflage: 2006. 2006