The 2010 International Conference on Artificial Intelligence and Computational Intelligence (AICI 2010) was held October 23–24, 2010 in Sanya, China. The AICI 2010 received 1,216 submissions from 20 countries and regions. After rigorous reviews, 105 high-quality papers were selected for publication in the AICI 2010 proceedings. The acceptance rate was 8%. The aim of AICI 2010 was to bring together researchers working in many different areas of artificial intelligence and computational intelligence to foster the exchange of new ideas and promote international collaborations. In addition to the large number of submitted papers and invited sessions, there were several internationally well-known keynote speakers. On behalf of the Organizing Committee, we thank Hainan Province Institute of Computer and Qiongzhou University for its sponsorship and logistics support. We also thank the members of the Organizing Committee and the Program Committee for their hard work. We are very grateful to the keynote speakers, invited session organizers, session chairs, reviewers, and student helpers. Last but not least, we thank all the authors and participants for their great contributions that made this conference possible.
Author(s): Yongchun Liang (auth.), Fu Lee Wang, Hepu Deng, Yang Gao, Jingsheng Lei (eds.)
Series: Lecture Notes in Computer Science 6319 : Lecture Notes in Artificial Intelligence
Edition: 1
Publisher: Springer-Verlag Berlin Heidelberg
Year: 2010
Language: English
Pages: 498
Tags: Artificial Intelligence (incl. Robotics); Algorithm Analysis and Problem Complexity; Computation by Abstract Devices; Software Engineering; Simulation and Modeling; Special Purpose and Application-Based Systems
Front Matter....Pages -
Application of RBF Neural Network in Short-Term Load Forecasting....Pages 1-9
Efficient Large Image Browser for Embedded Systems....Pages 10-17
Formalizing Ontology-Based Hierarchical Modeling Process of Physical World....Pages 18-24
Satisfiability Degree Analysis for Transition System....Pages 25-32
Research on Optimization Design of Bottom Angle of Drag-Reducing Structure on the Riblets Surface....Pages 33-40
Towards Analysis of Semi-Markov Decision Processes....Pages 41-48
Stability of Equilibrium Solution and Periodical Solution to Cohen-Grossberg Neural Networks....Pages 49-56
Exponential Synchronization of Delayed Fuzzy Cohen-Grossberg Neural Networks with Reaction Diffusion Term....Pages 57-63
Magnetic Field Extrapolation Based on Improved Back Propagation Neural Network....Pages 64-70
Sparse Deep Belief Net for Handwritten Digits Classification....Pages 71-78
Multisensor Image Fusion Using a Pulse Coupled Neural Network....Pages 79-87
Real-Time Performance Reliability Assessment Method Based on Dynamic Probability Model....Pages 88-96
Decomposing Data Mining by a Process-Oriented Execution Plan....Pages 97-106
An Efficient Distributed Subgraph Mining Algorithm in Extreme Large Graphs....Pages 107-115
Spatio-Temporal Clustering of Road Network Data....Pages 116-123
A Sampling Based Algorithm for Finding Association Rules from Uncertain Data....Pages 124-131
Multi-agent System Collaboration Based on the Relation-Web Model....Pages 132-144
Research on A Novel Multi-Agents Dynamic Cooperation Method Based on Associated Intent....Pages 145-152
Automobile Exhaust Gas Detection Based on Fuzzy Temperature Compensation System....Pages 153-160
Technical Efficiency Analysis of New Energy Listed Companies Based on DEA....Pages 161-168
Research on Differential Evolution Algorithm Based on Interaction Balance Method for Large-Scale Industrial Processes of Fuzzy Model....Pages 169-176
Fuzzy Control System Design for Solar Energy with PCM Tank to Fresh Air Conditioning....Pages 177-184
An Efficient Method for Target Extraction of Infrared Images....Pages 185-192
Second Order Central Difference Filtering Algorithm for SINS/GPS Integrated Navigation in Guided Munitions....Pages 193-200
Adaptive Signal Processing for ARX System Disturbed by Complex Noise....Pages 201-208
Abstraction for Model Checking the Probabilistic Temporal Logic of Knowledge....Pages 209-221
Research on Double-Objective Optimal Scheduling Algorithm for Dual Resource Constrained Job Shop....Pages 222-229
MDA Compatible Knowledge– Based IS Engineering Approach....Pages 230-238
ARIMA Signals Processing of Information Fusion on the Chrysanthemum....Pages 239-247
Noise Uncertainty Study of the Low SNR Energy Detector in Cognitive Radio....Pages 248-255
A Realtime Human-Computer Ensemble System: Formal Representation and Experiments for Expressive Performance....Pages 256-265
A New Smooth Support Vector Machine....Pages 266-272
Convergence of GCM and Its Application to Face Recognition....Pages 273-281
Designing a Multi-label Kernel Machine with Two-Objective Optimization....Pages 282-291
Collision Detection Algorithm in Virtual Environment of Robot Workcell....Pages 292-300
A First Step towards Hybrid Visual Servoing Control Based on Image Moments....Pages 301-310
A Novel Motion Detection Approach for Large FOV Cameras....Pages 311-320
Large Scale Visual Classification via Learned Dictionaries and Sparse Representation....Pages 321-330
Semi-supervised Nearest Neighbor Discriminant Analysis Using Local Mean for Face Recognition....Pages 331-338
Decentralized Cohesive Motion Control of Multi-agent Formation in 3-Dimensional Space....Pages 339-348
A Model for Cooperative Design Based on Multi-Agent System....Pages 349-356
Scaling Up the Accuracy of Bayesian Classifier Based on Frequent Itemsets by M-estimate....Pages 357-364
Aggressive Dimensionality Reduction with Reinforcement Local Feature Selection for Text Categorization....Pages 365-372
3D Shape Representation Using Gaussian Curvature Co-occurrence Matrix....Pages 373-380
Nonlinear System Identification of Bicycle Robot Based on Adaptive Neural Fuzzy Inference System....Pages 381-388
Transmission: A New Feature for Computer Vision Based Smoke Detection....Pages 389-396
A Novel Features Design Method for Cat Head Detection....Pages 397-405
Time Serial Model of Rock Burst Based on Evolutionary Neural Network....Pages 406-413
Multilayer Perceptron Network with Modified Sigmoid Activation Functions....Pages 414-421
Kernel Oblique Subspace Projection Approach for Target Detection in Hyperspectral Imagery....Pages 422-431
Text-Independent Voice Conversion Based on Kernel Eigenvoice....Pages 432-439
An Effective Method for SAR Automatic Target Recognition....Pages 440-447
Semi-supervised Learning by Spectral Mapping with Label Information....Pages 448-454
Drop Fingerprint Recognition Based on Self-Organizing Feature Map....Pages 455-460
Nonlinear Complementarity Problem and Solution Methods....Pages 461-469
A New Path Planning Method for a Shape-Shifting Robot....Pages 470-478
Pedestrian Gait Classification Based on Hidden Markov Models....Pages 479-487
L-Infinity Norm Minimization in the Multiview Triangulation....Pages 488-494
Erratum to: An Efficient Method for Target Extraction of Infrared Images....Pages E1-E1
Back Matter....Pages -
