This book constitutes the refereed proceedings of the International Conference on Artificial Intelligence and Computational Intelligence, AICI 2009, held in Shanghai, China, on November 7-8, 2009.
The 79 revised full papers presented in this volume were carefully reviewed and selected from 1203 submissions. The papers are organized in topical sections on support vector machine, rough set theory, particle swarm optimization, neural computation, intelligent agents and systems, information security, immune computation, genetic algorithms, fuzzy computation, biological computing, applications of computational intelligence, ant colony algorithm, robotics, pattern recognition, neural networks, natural language processing, machine vision, machine learning, logic reasoning and theorem-proving, knowledge representation and acquisition, intelligent signal processing, intelligent scheduling, intelligent information retrieval, intelligent information fusion, intelligent image processing, heuristic searching methods, fuzzy logic and soft computing, distributed AI and agents, data mining and knowledge discovering, applications of artificial intelligence, and others.
Klappentext
The 2009 International Conference on Artificial Intelligence and Computational Int- ligence (AICI 2009) was held during November 7-8, 2009 in Shanghai, China. The technical program of the conference reflects the tremendous growth in the fields of artificial intelligence and computational intelligence with contributions from a large number of participants around the world. AICI 2009 received 1,203 submissions from 20 countries and regions. After rig- ous reviews, 79 high-quality papers were selected for this volume, representing an acceptance rate of 6.6%. These selected papers cover many new developments and their applications in the fields of artificial intelligence and computational intelligence. Their publications reflect a sustainable interest from the wide academic community worldwide in tirelessly pursuing new solutions through effective utilizations of arti- cial intelligence and computational intelligence to real-world problems. We would like to specially thank all the committee members and reviewers, without whose timely help it would have been impossible to review all the submitted papers to assemble this program. We also would like take this opportunity to express our heartfelt appreciation for all those who worked together in organizing this conference, establi- ing the technical programs and running the conference meetings. We greatly appreciate the authors, speakers, invited session organizers, session Chairs, and others who made this conference possible. Lastly, we would like to express our gratitude to the Shanghai University of Electric Power for the sponsorship and support of the conference.
Inhalt
Support Vector Machine.- An Experimental Research on Vector Control of Induction Motor Based on Simple Model.- Rough Set Theory.- An United Extended Rough Set Model Based on Developed Set Pair Analysis Method.- Learning Rules from Pairwise Comparison Table.- Particle Swarm Optimization.- A Novel Hybrid Particle Swarm Optimization for Multi-Objective Problems.- Research on Constrained Layout Optimization Problem Using Multi-adaptive Strategies Particle Swarm Optimizer.- ARIMA Model Estimated by Particle Swarm Optimization Algorithm for Consumer Price Index Forecasting.- Neural Computation.- A Uniform Solution to HPP in Terms of Membrane Computing.- Self-organizing Quantum Evolutionary Algorithm Based on Quantum Dynamic Mechanism.- Intelligent Agents and Systems.- Can Moral Hazard Be Resolved by Common-Knowledge in S4n-Knowledge?.- Casuist BDI-Agent: A New Extended BDI Architecture with the Capability of Ethical Reasoning.- Information Security.- Research of Trust Chain of Operating System.- A Novel Application for Text Watermarking in Digital Reading.- Immune Computation.- Optimization of Real-Valued Self Set for Anomaly Detection Using Gaussian Distribution.- Genetic Algorithms.- A GP Process Mining Approach from a Structural Perspective.- Effects of Diversity on Optimality in GA.- Dynamic Crossover and Mutation Genetic Algorithm Based on Expansion Sampling.- Multidisciplinary Optimization of Airborne Radome Using Genetic Algorithm.- Global Similarity and Local Variance in Human Gene Coexpression Networks.- A Grid Based Cooperative Co-evolutionary Multi-Objective Algorithm.- Fuzzy Computation.- Fuzzy Modeling for Analysis of Load Curve in Power System.- Biological Computing.- Honey Bee Mating Optimization Vector Quantization Scheme in Image Compression.- Towards a Population Dynamics Theory for Evolutionary Computing: Learning from Biological Population Dynamics in Nature.- Applications of Computational Intelligence.- Application of Improved Particle Swarm Optimization Algorithm in UCAV Path Planning.- Modal Analysis for Connecting Rod of Reciprocating Mud Pump.- A Time-History Analysis Algorithm of a Non-viscously Damped System Using Gauss Precise Integration.- Application of LSSVM-PSO to Load Identification in Frequency Domain.- Local Model Networks for the Optimization of a Tablet Production Process.- Retracted: Implementation of On/Off Controller for Automation of Greenhouse Using LabVIEW.- Ant Colony Algorithm.- Structure Design of the 3-D Braided Composite Based on a Hybrid Optimization Algorithm.- Robotics.- Robot Virtual Assembly Based on Collision Detection in Java3D.- Robust Mobile Robot Localization by Tracking Natural Landmarks.- Multi-Robot Dynamic Task Allocation Using Modified Ant Colony System.- Pattern Recognition.- A Novel Character Recognition Algorithm Based on Hidden Markov Models.- New Algorithms for Complex Fiber Image Recognition.- Laplacian Discriminant Projection Based on Affinity Propagation.- An Improved Fast ICA Algorithm for IR Objects Recognition.- Facial Feature Extraction Based on Wavelet Transform.- Fast Iris Segmentation by Rotation Average Analysis of Intensity-Inversed Image.- Neural Networks.- A New Criterion for Global Asymptotic Stability of Multi-delayed Neural Networks.- An Improved Approach Combining Random PSO with BP for Feedforward Neural Networks.- Fuzzy Multiresolution Neural Networks.- Research on Nonlinear Time Series Forecasting of Time-Delay NN Embedded with Bayesian Regularization.- An Adaptive Learning Algorithm for Supervised Neural Network with Contour Preserving Classification.- Natural Language Processing.- Application Study of Hidden Markov Model and Maximum Entropy in Text Information Extraction.- Automatic Expansion of Chinese Abbreviations by Web Mining.- Adaptive Maximum Marginal Relevance Based Multi-email Summarization.- Semantic Relation Extraction by Automatically Constructed Rules.- Machine Vision.- Object Recognition Based on Efficient Sub-window Search.- Machine Learning.- A Multi-Scale Algorithm for Graffito Advertisement Detection from Images of Real Estate.- An Improved Path-Based Transductive Support Vector Machines Algorithm for Blind Steganalysis Classification.- Logic Reasoning and Theorem-Proving.- Resolution with Limited Factoring.- Knowledge Representation and Acquisition.- Formal Analysis of an Airplane Accident in -Labeled Calculus.- Using Concept Space to Verify Hyponymy in Building a Hyponymy Lexicon.- Advanced Self-adaptation Learning and Inference Techniques for Fuzzy Petri Net Expert System Units.- Intelligent Signal Processing.- MIMO Instantaneous Blind Identification Based on Second-Order Temporal Structure and Newton's Method.- Seed Point Detection of Multiple Cancers Based on Empirical Domain Knowledge and K-means in Ultrasound Breast Image.- Intelligent Scheduling.- A Controlled Scheduling Algorithm Decreasing the Incidence of Starvation in Grid Environments.- A Space Allocation Algorithm for Minimal Makespan in Space Scheduling Problems.- Intelligent Information Retrieval.- A New Approach for Chest CT Image Retrieval.- Intelligent Information Fusion.-…