Computational Intelligence and Intelligent Systems 4th International Symposium, ISICA 2009, Huangshi, China, October 23-25, 2009. Proceedings /

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Cai, Zhihua (Επιμελητής έκδοσης), Li, Zhenhua (Επιμελητής έκδοσης), Kang, Zhuo (Επιμελητής έκδοσης), Liu, Yong (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Communications in Computer and Information Science, 51
• Θέματα: Computer science.; Computers.; Artificial intelligence.; Image processing.; Application software.; Computer Science.; Artificial Intelligence (incl. Robotics).; Computer Science, general.; Image Processing and Computer Vision.; Computer Applications.; Computation by Abstract Devices.; Models and Principles.

 Section I: Computational Intelligence Applications -- Omnidirectional Motion Control for the Humanoid Soccer Robot -- Routing Algorithm Based on Gnutella Model -- Sliding-Window Recursive PLS Based Soft Sensing Model and Its Application to the Quality Control of Rubber Mixing Process -- The Research of Method Based on Complex Multi-task Parallel Scheduling Problem -- Towards a Bio-inspired Security Framework for Mission-Critical Wireless Sensor Networks -- Section II: Evolutionary Algorithms -- A Cluster-Based Orthogonal Multi-Objective Genetic Algorithm -- An Analysis of Semantic Aware Crossover -- An Artificial Immune Univariate Marginal Distribution Algorithm -- An Multi-objective Evolutionary Algorithm with Lower-Dimensional Crossover and Dense Control -- Improved Evolutionary Programming and Its Application in Navigation System -- Multi-objective Emergency Facility Location Problem Based on Genetic Algorithm -- Trigonometric Curve Fitting Based on Genetic Algorithm and the Application of Data Processing in Geography -- Section III: Evolutionary Design -- A Novel Crossover Operator in Evolutionary Algorithm for Logic Circuit Design -- Aptasensors Design Considerations -- Latent Semantic Analysis of the Languages of Life -- Protein Folding Simulation by Two-Stage Optimization -- Search Direction Made Evolution Strategies Faster -- Topology Organization in Peer-to-Peer Platform for Genetic Algorithm Environment -- Section IV: Evolutionary Image Analysis and Signal Processing -- Almost Periodic Solutions for Shunting Inhibitory Cellular Neural Networks with Time-Varying and Distributed Delays -- Applications of Computational Intelligence in Remote Sensing Image Analysis -- Association Relation Mining in Multimedia Data -- DSA Image Blood Vessel Skeleton Extraction Based on Anti-concentration Diffusion and Level Set Method -- Space Camera Focusing Forecast Based on RBF Network -- Wood Defect Identification Based on Artificial Neural Network -- Section V: Evolutionary Optimization -- An Improved Self-adaptive Control Parameter of Differential Evolution for Global Optimization -- Distributed Evolutionary Algorithms to TSP with Ring Topology -- Self-adaptation in Fast Evolutionary Programming -- Solving SAT Problem Based on Hybrid Differential Evolution Algorithm -- The Application of Evolution-Branching Algorithm on Earth-Mars Transfer Trajectory -- The Research of Solution to the Problems of Complex Task Scheduling Based on Self-adaptive Genetic Algorithm -- Section VI: Fuzzy Logic Systems -- A Novel Approach on Designing Augmented Fuzzy Cognitive Maps Using Fuzzified Decision Trees -- Computation of Uncertain Parameters by Using Fuzzy Synthetic Decision and D-S Theory -- FAHP-Based Fuzzy Comprehensive Evaluation of M&S Credibility -- Indirect Dynamic Recurrent Fuzzy Neural Network and Its Application in Identification and Control of Electro-Hydraulic Servo System -- Logistics Distribution Center Location Evaluation Based on Genetic Algorithm and Fuzzy Neural Network -- Mean-VaR Models and Algorithms for Fuzzy Portfolio Selection -- MOEA-Based Fuzzy Control for Seismically Excited Structures -- Section VII: Hybrid Methods -- A Hybrid E-Institution Model for VOs -- An Optimal Class Association Rule Algorithm -- Multiple Sequence Alignment Based on Chaotic PSO -- Model Checking Algorithm Based on Ant Colony Swarm Intelligence -- QPSO-MD: A Quantum Behaved Particle Swarm Optimization for Consensus Pattern Identification -- Section VIII: Neural Network Architectures -- Prediction of Hydrocarbon Reservoir Parameter Using a GA-RBF Neural Network -- Qualitative Simulation of Teachers Group Behaviors Based on BP Neural Network -- Stabilization of Switched Dynamic Neural Networks with Discrete Delays -- ANN Designing Based on Co-evolutionary Genetic Algorithm with Degeneration -- Research on ACA-BP Neural Network Model -- Section IX: Predictive Modeling for Classification -- A Text-Independent Speaker Verification System Based on Cross Entropy -- An Improved Algorithm of Apriori -- An Incremental Clustering with Attribute Unbalance Considered for Categorical Data -- Decision Tree Classifier for Classification of Plant and Animal Micro RNA’s -- Embedded Classification Learning for Feature Selection Based on K-Gravity Clustering -- Evaluation Measures of the Classification Performance of Imbalanced Data Sets -- Hybrid Classification of Pulmonary Nodules -- Erratum -- Erratum to: Evaluation Measures of the Classification Performance of Imbalanced Data Sets.