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

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.