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.

Πίνακας περιεχομένων:

• 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.