Artificial Intelligence and Computational Intelligence

by Wang, Fu Lee; Deng, Hepu; Gao, Yang; Lei, Jingsheng

• ISBN13: 9783642165290
• ISBN10: 364216529X
• Format: Paperback
• Copyright: 2010-11-01
• Publisher: Springer-Verlag New York Inc

Summary

This two-volume proceedings contains revised selected papers from the International Conference on Artificial Intelligence and Computational Intelligence, AICI 2010, held in Sanya, China, in October 2010. The total of 105 high-quality papers presented were carefully reviewed and selected from 1216 submissions. The topics covered are: applications of artificial intelligence; automated problem solving; automatic programming; data mining and knowledge discovering; distributed AI and agents; expert and decision support systems; fuzzy logic and soft computing; intelligent information fusion; intelligent scheduling; intelligent signal processing; machine learning; machine vision; multi-agent systems; natural language processing; neural networks; pattern recognition; robotics; applications of computational intelligence; biomedical informatics and computation; fuzzy computation; genetic algorithms; immune computation; information security; intelligent agents and systems; nature computation; particle swarm optimization; and probabilistic reasoning.

Table of Contents

Applications of Artificial Intelligence
Application of RBF Neural Network in Short-Term Load Forecasting	p. 1
Efficient Large Image Browser for Embedded Systems	p. 10
Formalizing Ontology-Based Hierarchical Modeling Process of Physical World	p. 18
Automated Problem Solving
Satisfiability Degree Analysis for Transition System	p. 25
Research on Optimization Design of Bottom Angle of Drag-Reducing Structure on the Riblets Surface	p. 33
Towards Analysis of Semi-Markov Decision Processes	p. 41
Automatic Programming
Stability of Equilibrium Solution and Periodical Solution to Cohen-Grossberg Neural Networks	p. 49
Exponential Synchronization of Delayed Fuzzy Cohen-Grossberg Neural Networks with Reaction Diffusion Term	p. 57
Magnetic Field Extrapolation Based on Improved Back Propagation Neural Network	p. 64
Sparse Deep Belief Net for Handwritten Digits Classification	p. 71
Data Mining and Knowledge Discovering
Multisensor Image Fusion Using a Pulse Coupled Neural Network	p. 79
Real-Time Performance Reliability Assessment Method Based on Dynamic Probability Model	p. 88
Decomposing Data Mining by a Process-Oriented Execution Plan	p. 97
An Efficient Distributed Subgraph Mining Algorithm in Extreme Large Graphs	p. 107
Spatio-Temporal Clustering of Road Network Data	p. 116
A Sampling Based Algorithm for Finding Association Rules from Uncertain Data	p. 124
Distributed AI and Agents
Multi-agent System Collaboration Based on the Relation-Web Model	p. 132
Research on a Novel Multi-agents Dynamic Cooperation Method Based on Associated Intent	p. 145
Expert and Decision Support Systems
Automobile Exhaust Gas Detection Based on Fuzzy Temperature Compensation System	p. 153
Technical Efficiency Analysis of New Energy Listed Companies Based on DEA	p. 161
Fuzzy Logic and Soft Computing
Research on Differential Evolution Algorithm Based on Interaction Balance Method for Large-Scale Industrial Processes of Fuzzy Model	p. 169
Fuzzy Control System Design for Solar Energy with PCM Tank to Fresh Air Conditioning	p. 177
Intelligent Information Fusion
An Efficient Method for Target Extraction of Infrared Images	p. 185
Second Order Central Difference Filtering Algorithm for SINS/GPS Integrated Navigation in Guided Munitions	p. 193
Adaptive Signal Processing for ARX System Disturbed by Complex Noise	p. 201
Abstraction for Model Checking the Probabilistic Temporal Logic of Knowledge	p. 209
Intelligent Scheduling
Research on Double-Objective Optimal Scheduling Algorithm for Dual Resource Constrained Job Shop	p. 222
MDA Compatible Knowledge- Based IS Engineering Approach	p. 230
Intelligent Signal Processing
ARIMA Signals Processing of Information Fusion on the Chrysanthemum	p. 239
Noise Uncertainty Study of the Low SNR Energy Detector in Cognitive Radio	p. 248
Machine Learning
A Realtime Human-Computer Ensemble System: Formal Representation and Experiments for Expressive Performance	p. 256
A New Smooth Support Vector Machine	p. 266
Convergence of GCM and Its Application to Face Recognition	p. 273
Designing a Multi-label Kernel Machine with Two-Objective Optimization	p. 282
Collision Detection Algorithm in Virtual Environment of Robot Workcell	p. 292
Machine Vision
A First Step towards Hybrid Visual Servoing Control Based on Image Moments	p. 301
A Novel Motion Detection Approach for Large FOV Cameras	p. 311
Large Scale Visual Classification via Learned Dictionaries and Sparse Representation	p. 321
Semi-supervised Nearest Neighbor Discriminant Analysis Using Local Mean for Face Recognition	p. 331
Multi-agent Systems
Decentralized Cohesive Motion Control of Multi-agent Formation in 3-Dimensional Space	p. 339
A Model for Cooperative Design Based on Multi-agent System	p. 349
Natural Language Processing
Scaling Up the Accuracy of Bayesian Classifier Based on Frequent Itemsets by M-estimate	p. 357
Aggressive Dimensionality Reduction with Reinforcement Local Feature Selection for Text Categorization	p. 365
Neural Networks
3D Shape Representation Using Gaussian Curvature Co-occurrence Matrix	p. 373
Nonlinear System Identification of Bicycle Robot Based on Adaptive Neural Fuzzy Inference System	p. 381
Transmission: A New Feature for Computer Vision Based Smoke Detection	p. 389
A Novel Features Design Method for Cat Head Detection	p. 397
Time Serial Model of Rock Burst Based on Evolutionary Neural Network	p. 406
Multilayer Perceptron Network with Modified Sigmoid Activation Functions	p. 414
Pattern Recognition
Kernel Oblique Subspace Projection Approach for Target Detection in Hyperspectral Imagery	p. 422
Text-Independent Voice Conversion Based on Kernel Eigenvoice	p. 432
An Effective Method for SAR Automatic Target Recognition	p. 440
Semi-supervised Learning by Spectral Mapping with Label Information	p. 448
Drop Fingerprint Recognition Based on Self-Organizing Feature Map	p. 455
Nonlinear Complementarity Problem and Solution Methods	p. 461
Robotics
A New Path Planning Method for a Shape-Shifting Robot	p. 470
Pedestrian Gait Classification Based on Hidden Markov Models	p. 479
L-Infinity Norm Minimization in the Multiview Triangulation	p. 488
Author Index	p. 495
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