Ebook: Computational Intelligence and Intelligent Systems: 6th International Symposium, ISICA 2012, Wuhan, China, October 27-28, 2012. Proceedings

This book constitutes the refereed proceedings of the 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, held in Wuhan, China, in October 2012. The 72 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; combinatorial and numerical optimization; communications and computer networks; data mining; evolutionary multi-objective and dynamic optimization; intelligent computation, intelligent learning systems; neural networks; real-world applications.

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This book constitutes the refereed proceedings of the 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, held in Wuhan, China, in October 2012. The 72 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; combinatorial and numerical optimization; communications and computer networks; data mining; evolutionary multi-objective and dynamic optimization; intelligent computation, intelligent learning systems; neural networks; real-world applications.

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This book constitutes the refereed proceedings of the 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, held in Wuhan, China, in October 2012. The 72 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; combinatorial and numerical optimization; communications and computer networks; data mining; evolutionary multi-objective and dynamic optimization; intelligent computation, intelligent learning systems; neural networks; real-world applications.
Content:
Front Matter....Pages -
Dynamic Weapon Target Assignment Method Based on Artificial Fish Swarm Algorithm....Pages 1-7
An Agent-Based Model for Simulating Human-Like Crowd in Dense Places....Pages 8-19
A Novel Heuristic Filter Based on Ant Colony Optimization for Non-linear Systems State Estimation....Pages 20-29
New Proofs for Several Combinatorial Identities....Pages 30-39
Construction of Standard College Tuition Model and Optimization....Pages 40-49
Research and Realization of N–Queens Problem Based on the Logic Language Prolog....Pages 50-56
Enterprise Information Management Based on Cloud Platform....Pages 57-65
uDisC: An Ultra-Lightweight and Distributed Scheme for Defending against Data Loss Attack in RFID Networks....Pages 66-73
A Motion Planning Framework for Simulating Virtual Crowds....Pages 74-83
Personalized Friend Recommendation in Social Network Based on Clustering Method....Pages 84-91
The Research of Intrusion Detection Based on Mixed Clustering Algorithm....Pages 92-100
Applying Support Vector Machine to Time Series Prediction in Oracle....Pages 101-110
Dynamic FP-Tree Pruning for Concurrent Frequent Itemsets Mining....Pages 111-120
MapReduce-Based Bayesian Automatic Text Classifier Used in Digital Library....Pages 121-126
On Dependences among Objects and Attributes....Pages 127-133
An Improved Bayesian Inference Method for Data-Intensive Computing....Pages 134-144
Preferences Predictions of Learning Objects Supported by Collaborative Recommendations....Pages 145-151
A Method of Face Detection Based on Skin Color Model in Fixed Scene....Pages 152-158
Parallel Remote Sensing Image Processing: Taking Image Classification as an Example....Pages 159-169
CNAR-M: A Model for Mining Critical Negative Association Rules....Pages 170-179
MT2Way: A Novel Strategy for Pair-Wise Test Data Generation....Pages 180-191
MaxD K-Means: A Clustering Algorithm for Auto-generation of Centroids and Distance of Data Points in Clusters....Pages 192-199
Real-Time and Automatic Vehicle Type Recognition System Design and Its Application....Pages 200-208
Comparison of Three Multi-objective Optimization Algorithms for Hydrological Model....Pages 209-216
The Application Study of Dynamic Pricing Decision System Based on Multi-objective Optimization....Pages 217-227
Twisted Helical Antenna for Satellite-Mobile Handset Using Dynamic Multi-objective Self-adapting Differential Evolution Algorithm....Pages 228-239
Task Scheduling for Imaging Reconnaissance Satellites Using Multiobjective Scatter Search Algorithm....Pages 240-249
A Multi-objective Differential Evolutionary Algorithm Applied in Antenna Optimal Problem....Pages 250-257
A Complete On-chip Evolvable Hardware Technique Based on Pareto Dominance....Pages 258-266
An Effective Particle Swarm Optimization for Global Optimization....Pages 267-274
Double Diffusive Natural Convection in Hydrothermal Systems: Numerical Simulation by Lattice Boltzmann Method....Pages 275-283
Research on Biogeography Differential Evolution Algorithm....Pages 284-291
Improving Multi Expression Programming Using Reuse-Based Evaluation....Pages 292-299
Improved Environmental Adaption Method for Solving Optimization Problems....Pages 300-313
An Optimization Algorithm Based on Evolution Rules on Cellular System....Pages 314-320
An Evolutionary Approach for Image Registration....Pages 321-330
Non-negative Matrix Factorization: A Short Survey on Methods and Applications....Pages 331-340
Application of Differential Evolution to the Parameter Optimization of the Unscented Kalman Filter....Pages 341-346
Multi-scale Segmentation Algorithm Parameters Optimization Based on Evolutionary Computation....Pages 347-358
An Architecture for Internet-Based Distributed Evolutionary Computation....Pages 359-367
An Improved GEP-GA Algorithm and Its Application....Pages 368-380
Balancing Ensemble Learning between Known and Unknown Data....Pages 381-388
A Simulation Research on a Biased Estimator in Logistic Regression Model....Pages 389-395
Multi-model Combination Techniques for Flood Forecasting from the Distributed Hydrological Model EasyDHM....Pages 396-402
The Study of Item Selection Method in CAT....Pages 403-415
Weighted Splicing Systems....Pages 416-424
Individual Paths in Self-evaluation Processes....Pages 425-431
Learning Sequential Investment Strategy in High-Frequency Environment....Pages 432-439
An Efficient ID-Based Directed Signature Scheme from Optimal Eta Pairing....Pages 440-448
WCD-New Approach Combining Words, Concepts and Documents Based on Ontology....Pages 449-458
A Knowledgeable Decision Tree Classification Model for Multivariate Heart Disease Data-A Boon to Healthcare....Pages 459-467
The Research of Abnormal Target Detection Algorithm in Intelligent Surveillance System....Pages 468-478
A Simulation Study of Modular Robot Self-replication....Pages 479-489
Wavelet Application in Classification of Strata....Pages 490-497
Duality Results of Nonlinear Symmetric Cone Programming....Pages 498-502
The Linear Convergence of a Merit Function Method for Nonlinear Complementarity Problems....Pages 503-511
A Knowledge Representation in Possible World....Pages 512-521
Grid Resource Scheduling Method Based on BP Neural Network....Pages 522-530
A Comparison of Artificial Neural Networks and Support Vector Machines on Land Cover Classification....Pages 531-539
A Neural Network for Episodic Memory with Pattern Interrelation....Pages 540-548
The Application of Improved RHT in High-voltage Transmission Lines Detection....Pages 549-556
VQ Codebook Design Using Genetic Algorithms for Speech Line Spectral Frequencies....Pages 557-566
Numerical Simulation of an Optimized Xiaermen Oilfield Adjustment Plan....Pages 567-575
Research of Grid Map Services Implementation for Spatial Information Grid....Pages 576-586
Application and Research of Shortest Time Limit-Resource Leveling Optimization Problem Based on a New Modified Evolutionary Programming....Pages 587-594
Design and Validation of a Parallel Parameter Inversion for Program Based on Genetic Algorithm....Pages 595-602
Charge Stations Deployment Strategy for Maximizing the Charge Oppurnity of Electric Vehicles (EVs)....Pages 603-611
Efficient Arctangent Computation for Real-Time Histograms of Oriented Gradients Descriptor Extraction....Pages 612-616
Single Photon Counting X-Ray Imaging System....Pages 617-620
Evaluation of CUDA for X-Ray Imaging System....Pages 621-625
Ambulatory Pattern Extraction for U-Health Care....Pages 626-630
Study on Signals Sources of Earth’s Natural Pulse Electromagnetic Fields....Pages 631-638
Back Matter....Pages -

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This book constitutes the refereed proceedings of the 6th International Symposium on Intelligence Computation and Applications, ISICA 2012, held in Wuhan, China, in October 2012. The 72 revised full papers presented were carefully reviewed and selected from numerous submissions. The papers are organized in topical sections on artificial life, adaptive behavior, agents, and ant colony optimization; combinatorial and numerical optimization; communications and computer networks; data mining; evolutionary multi-objective and dynamic optimization; intelligent computation, intelligent learning systems; neural networks; real-world applications.
Content:
Front Matter....Pages -
Dynamic Weapon Target Assignment Method Based on Artificial Fish Swarm Algorithm....Pages 1-7
An Agent-Based Model for Simulating Human-Like Crowd in Dense Places....Pages 8-19
A Novel Heuristic Filter Based on Ant Colony Optimization for Non-linear Systems State Estimation....Pages 20-29
New Proofs for Several Combinatorial Identities....Pages 30-39
Construction of Standard College Tuition Model and Optimization....Pages 40-49
Research and Realization of N–Queens Problem Based on the Logic Language Prolog....Pages 50-56
Enterprise Information Management Based on Cloud Platform....Pages 57-65
uDisC: An Ultra-Lightweight and Distributed Scheme for Defending against Data Loss Attack in RFID Networks....Pages 66-73
A Motion Planning Framework for Simulating Virtual Crowds....Pages 74-83
Personalized Friend Recommendation in Social Network Based on Clustering Method....Pages 84-91
The Research of Intrusion Detection Based on Mixed Clustering Algorithm....Pages 92-100
Applying Support Vector Machine to Time Series Prediction in Oracle....Pages 101-110
Dynamic FP-Tree Pruning for Concurrent Frequent Itemsets Mining....Pages 111-120
MapReduce-Based Bayesian Automatic Text Classifier Used in Digital Library....Pages 121-126
On Dependences among Objects and Attributes....Pages 127-133
An Improved Bayesian Inference Method for Data-Intensive Computing....Pages 134-144
Preferences Predictions of Learning Objects Supported by Collaborative Recommendations....Pages 145-151
A Method of Face Detection Based on Skin Color Model in Fixed Scene....Pages 152-158
Parallel Remote Sensing Image Processing: Taking Image Classification as an Example....Pages 159-169
CNAR-M: A Model for Mining Critical Negative Association Rules....Pages 170-179
MT2Way: A Novel Strategy for Pair-Wise Test Data Generation....Pages 180-191
MaxD K-Means: A Clustering Algorithm for Auto-generation of Centroids and Distance of Data Points in Clusters....Pages 192-199
Real-Time and Automatic Vehicle Type Recognition System Design and Its Application....Pages 200-208
Comparison of Three Multi-objective Optimization Algorithms for Hydrological Model....Pages 209-216
The Application Study of Dynamic Pricing Decision System Based on Multi-objective Optimization....Pages 217-227
Twisted Helical Antenna for Satellite-Mobile Handset Using Dynamic Multi-objective Self-adapting Differential Evolution Algorithm....Pages 228-239
Task Scheduling for Imaging Reconnaissance Satellites Using Multiobjective Scatter Search Algorithm....Pages 240-249
A Multi-objective Differential Evolutionary Algorithm Applied in Antenna Optimal Problem....Pages 250-257
A Complete On-chip Evolvable Hardware Technique Based on Pareto Dominance....Pages 258-266
An Effective Particle Swarm Optimization for Global Optimization....Pages 267-274
Double Diffusive Natural Convection in Hydrothermal Systems: Numerical Simulation by Lattice Boltzmann Method....Pages 275-283
Research on Biogeography Differential Evolution Algorithm....Pages 284-291
Improving Multi Expression Programming Using Reuse-Based Evaluation....Pages 292-299
Improved Environmental Adaption Method for Solving Optimization Problems....Pages 300-313
An Optimization Algorithm Based on Evolution Rules on Cellular System....Pages 314-320
An Evolutionary Approach for Image Registration....Pages 321-330
Non-negative Matrix Factorization: A Short Survey on Methods and Applications....Pages 331-340
Application of Differential Evolution to the Parameter Optimization of the Unscented Kalman Filter....Pages 341-346
Multi-scale Segmentation Algorithm Parameters Optimization Based on Evolutionary Computation....Pages 347-358
An Architecture for Internet-Based Distributed Evolutionary Computation....Pages 359-367
An Improved GEP-GA Algorithm and Its Application....Pages 368-380
Balancing Ensemble Learning between Known and Unknown Data....Pages 381-388
A Simulation Research on a Biased Estimator in Logistic Regression Model....Pages 389-395
Multi-model Combination Techniques for Flood Forecasting from the Distributed Hydrological Model EasyDHM....Pages 396-402
The Study of Item Selection Method in CAT....Pages 403-415
Weighted Splicing Systems....Pages 416-424
Individual Paths in Self-evaluation Processes....Pages 425-431
Learning Sequential Investment Strategy in High-Frequency Environment....Pages 432-439
An Efficient ID-Based Directed Signature Scheme from Optimal Eta Pairing....Pages 440-448
WCD-New Approach Combining Words, Concepts and Documents Based on Ontology....Pages 449-458
A Knowledgeable Decision Tree Classification Model for Multivariate Heart Disease Data-A Boon to Healthcare....Pages 459-467
The Research of Abnormal Target Detection Algorithm in Intelligent Surveillance System....Pages 468-478
A Simulation Study of Modular Robot Self-replication....Pages 479-489
Wavelet Application in Classification of Strata....Pages 490-497
Duality Results of Nonlinear Symmetric Cone Programming....Pages 498-502
The Linear Convergence of a Merit Function Method for Nonlinear Complementarity Problems....Pages 503-511
A Knowledge Representation in Possible World....Pages 512-521
Grid Resource Scheduling Method Based on BP Neural Network....Pages 522-530
A Comparison of Artificial Neural Networks and Support Vector Machines on Land Cover Classification....Pages 531-539
A Neural Network for Episodic Memory with Pattern Interrelation....Pages 540-548
The Application of Improved RHT in High-voltage Transmission Lines Detection....Pages 549-556
VQ Codebook Design Using Genetic Algorithms for Speech Line Spectral Frequencies....Pages 557-566
Numerical Simulation of an Optimized Xiaermen Oilfield Adjustment Plan....Pages 567-575
Research of Grid Map Services Implementation for Spatial Information Grid....Pages 576-586
Application and Research of Shortest Time Limit-Resource Leveling Optimization Problem Based on a New Modified Evolutionary Programming....Pages 587-594
Design and Validation of a Parallel Parameter Inversion for Program Based on Genetic Algorithm....Pages 595-602
Charge Stations Deployment Strategy for Maximizing the Charge Oppurnity of Electric Vehicles (EVs)....Pages 603-611
Efficient Arctangent Computation for Real-Time Histograms of Oriented Gradients Descriptor Extraction....Pages 612-616
Single Photon Counting X-Ray Imaging System....Pages 617-620
Evaluation of CUDA for X-Ray Imaging System....Pages 621-625
Ambulatory Pattern Extraction for U-Health Care....Pages 626-630
Study on Signals Sources of Earth’s Natural Pulse Electromagnetic Fields....Pages 631-638
Back Matter....Pages -
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