Advances in Computation and Intelligence Third International Symposium, ISICA 2008 Wuhan, China, December 19-21, 2008 : Proceedings
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| Main Authors | , , , |
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| Format | eBook |
| Language | English |
| Published |
Berlin/Heidelberg
Springer Berlin / Heidelberg
2008
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| Online Access | Get full text |
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| Author | Liu, Yong Kanade, Takeo Kittler, Josef Hutchison, David |
|---|---|
| Author_xml | – sequence: 1 fullname: Hutchison, David – sequence: 2 fullname: Kanade, Takeo – sequence: 3 fullname: Kittler, Josef – sequence: 4 fullname: Liu, Yong |
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| PublicationCentury | 2000 |
| PublicationDate | 2008 |
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| PublicationPlace | Berlin/Heidelberg |
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| PublicationYear | 2008 |
| Publisher | Springer Berlin / Heidelberg |
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| SubjectTerms | Artificial intelligence Computational intelligence Congresses |
| Subtitle | Third International Symposium, ISICA 2008 Wuhan, China, December 19-21, 2008 : Proceedings |
| TableOfContents | A Transductive Learning Method for Interactive Image Segmentation -- A New Approach of Feature Selection for Chinese Web Page Categorization -- Easily Reconfigurable Analytical Fuzzy Predictive Controllers: Actuator Faults Handling -- Incremental Manifold Learning Algorithm Using PCA on Overlapping Local Neighborhoods for Dimensionality Reduction -- Intelligent 3D Face Recognition -- Language Feature Mining for Music Emotion Classification via Supervised Learning from Lyrics -- Section VII: Bioinformatics and Bioengineering -- An Immune Multi-agent System for Network Intrusion Detection -- A Novel Biology-Inspired Virus Detection Model with RVNS -- A Novel Exponential Type Swarming of Foraging and Obstacle-Avoidance Behaviour Modelling and Simulating Research on Collective Motion in Multi-obstacle Environment -- Algorithm of On-Line Handwriting Signature Verification Based on Discrete Fréchet Distance -- Dynamic Model and Numerical Simulation of Particle Motion in Rotation Flow Field of Centrifuge -- Impact on Genetic Algorithm of Different Parameters -- New Fast Decision Tree Classifier for Identifying Protein Coding Regions -- Phase Transition in the Evolution of Artificial Life on Random Networks -- Section VIII: Evolutionary Data Mining and Knowledge Discovery -- A Novel Automatic Parameters Optimization Approach Based on Differential Evolution for Support Vector Regression -- An Improved Gene Expression Programming for Fuzzy Classification -- An Improved K-Means Clustering Algorithm Based on Spectral Method -- E-Means: An Evolutionary Clustering Algorithm -- Finding Motifs of Financial Data Streams in Real Time -- Improve the Accuracy of One Dependence Augmented Naive Bayes by Weighted Attribute -- Multi-Relational Classification in Imbalanced Domains -- Sandstorm Occurrence Frequency Short-Term Prediction Based on Bootstrap Method Simplify Multi-valued Decision Trees -- Section IX: Intelligent GIS and Control -- A GIS-Based Evaluation on Sensitivity of Soil Erosion in Yishusi River Watershed -- A New Universal Combinatorial Operation Model with Unequal Weights -- An Observer-Based Neural Network Controller for Chaotic Lorenz System -- Integrated Agent-Based Modeling with GIS for Large Scale Emergency Simulation -- New Research on Harmonics and Reactive Currents Detecting and Its Suppression with ANN in Single-Phase Circuit -- Qualitative Spatio-temporal Reasoning about Moving Objects in Three-Dimensional Space -- The Design of LQR Controller Based on Independent Mode Space for Active Vibration Control -- Section X: Theory of Intelligent Computation -- A Multiagent Genetic Particle Swarm Optimization -- About the Computation Time of Adaptive Evolutionary Algorithms -- Frequency-Domain Adaptive Filtering of Batch Dealing Used for GPS Anti-jamming -- Image Decomposition Based on Curvelet and Wave Atom -- Theoretical and Empirical Analysis of the Learning Rate and Momentum Factor in Neural Network Modeling for Stock Prediction -- Exploring Building Blocks through Crossover -- Section XI: Combinational and Numerical Optimization -- A Chaotic Neural Network Combined Heuristic Strategy for Multidimensional Knapsack Problem -- A New Optimization Algorithm for Weight Optimization -- Combination of Global and Local Search for Real Function Optimization -- Multi-Classifier Systems (MCSs) of Remote Sensing Imagery Classification Based on Texture Analysis -- Particle Swarm Optimization with Dynamic Dimension Crossover for High Dimensional Problems -- Stability Analysis of Discrete Hopfield Neural Networks with Weight Function Matrix -- Hybrid Ant Colony Algorithm and Its Application on Function Optimization -- Section XII: Real-World Applications Intro -- Preface -- Organization -- Table of Contents -- Section I: Computational Intelligence -- A Balanced Ensemble Learning with Adaptive Error Functions -- A Self-adaptive Evolutionary Programming Based on Optimum Search Direction -- Dynamic Clonal and Chaos-Mutation Evolutionary Algorithm for Function Optimization -- A Parallel Self-adaptive Subspace Searching Algorithm for Solving Dynamic Function Optimization Problems -- Improved GuoTao Algorithm for Unconstrained Optimization Problems -- Gene Expression Programming Based on Subexpression Library and Clonal Selection -- Correlation between Mutations and Self-adaptation in Evolutionary Programming -- Representations of Evolutionary Electronics -- Section II: Evolutionary Computation -- A Novel Particle Swarm Optimization for Constrained Engineering Optimization Problems -- An Improved Differential Evolution Based on Triple Evolutionary Strategy -- Cluster-Degree Analysis and Velocity Compensation Strategy of PSO -- Combine LHS with MOEA to Optimize Complex Pareto Set MOPs -- Energy-Predicted Shortest Routing Tree Algorithm in Wireless Sensor Networks -- Evolutionary Antenna Design via Modified Normalized GT Algorithm -- Quantitative Cryptanalysis of Six-Round DES Using Evolutionary Algorithms -- Section III: Evolutionary Multi-objective and Dynamic Optimization -- A K-Nearest-Neighbors Pareto Rank Assignment Strategy and Compound Crossover Operator Based NSGA-II and Its Applications on Multi-objective Optimization Functions -- A Multi-objective Differential Evolutionary Algorithm Based on Spacial Distance -- A Novel Opposition-Based Multi-objective Differential Evolution Algorithm for Multi-objective Optimization -- Acquainted Non-convexity Multiresolution Based Optimization for Affine Parameter Estimation in Image Registration An Improved Hybrid Multi-objective Particle Swarm Optimization Algorithm -- Application of Ant Colony Optimization Algorithm to Multi-Join Query Optimization -- A Hybrid Algorithm for Vehicle Routing Problem with Time Windows -- Section IV: Evolutionary Learning Systems -- An Architecture Design for Evolvable Computer -- Gene Expression Programming Neural Network for Regression and Classification -- Granular-Based Linguistic Models for Identification of Process System -- Particle Swarm Optimization Applied to Restoration of Electrical Energy Distribution Systems -- Space Regression Analysis on Geochemical Data by the GEP Evolutionary Model Based on Kriging -- Fault Tolerance Improvement through Architecture Change in Artificial Neural Networks -- A Strategic Model for Measuring Agility with Fuzzy Logic -- Section V: Neural Networks -- Comparison on Gradient-Based Neural Dynamics and Zhang Neural Dynamics for Online Solution of Nonlinear Equations -- Competitive Hopfield Neural Network with Periodic Stochastic Dynamics for Partitional Clustering -- Modeling Hysteresis in Piezo Actuator Based on Neural Networks -- Modeling of Grey Neural Network and Its Applications -- On-Line Estimation of Biomass Concentration Based on ANN and Fuzzy C-Means Clustering -- PCA-Based Elman Neural Network Algorithm -- Prediction Model of Water Resources in Mine Area Based on Phase Space Reconstruction and Chaos Neural Network -- Predictive Control Strategy of Hydraulic Turbine Turning System Based on BGNN Neural Network -- The Application of Improved BP Neural Network Algorithm in Lithology Recognition -- Section VI: Classification and Recognition -- A Combined Classification Algorithm Based on C4.5 and NB -- A Keyword Extraction Method Based on Lexical Chains -- A Method of the Extraction of Texture Feature Adaptive Shot Change Detection for Hardware Application -- An Efficient Self Routing Scheme by Using Parent-Child Association for WSNs -- Cryptanalysis of Transposition Cipher Using Simulated Annealing Genetic Algorithm -- Driver Recognition Using Gaussian Mixture Models and Decision Fusion Techniques -- Fast Partial Distortion Elimination Algorithm Using Probability Improvement of Sub-block Uniform Distribution -- PSO Combined with ILS for Flowshop-Based Parallel Task Assignment Problem -- Target Localization for Autonomous Soccer Robot Based on Vision Perception -- Urban Land Classification Research Based on Data Field -- Research and Design of Digital Synthesizer Based on MATLAB -- Author Index |
| Title | Advances in Computation and Intelligence |
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