Ebook: Advances in Swarm Intelligence: 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings, Part II

This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The topics covered in this volume are: hybrid algorithms, swarm-robot and multi-agent systems, support vector machines, data mining methods, system and information security, intelligent control, wireless sensor network, scheduling and path planning, image and video processing, and other applications.

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This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The topics covered in this volume are: hybrid algorithms, swarm-robot and multi-agent systems, support vector machines, data mining methods, system and information security, intelligent control, wireless sensor network, scheduling and path planning, image and video processing, and other applications.

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This book and its companion volume, LNCS vols. 7928 and 7929 constitute the proceedings of the 4th International Conference on Swarm Intelligence, ICSI 2013, held in Harbin, China in June 2013. The 129 revised full papers presented were carefully reviewed and selected from 268 submissions. The papers are organized in 22 cohesive sections covering all major topics of swarm intelligence research and developments. The topics covered in this volume are: hybrid algorithms, swarm-robot and multi-agent systems, support vector machines, data mining methods, system and information security, intelligent control, wireless sensor network, scheduling and path planning, image and video processing, and other applications.
Content:
Front Matter....Pages -
Hybrid Gravitational Search and Clonal Selection Algorithm for Global Optimization....Pages 1-10
A Hybrid Genetic Programming with Particle Swarm Optimization....Pages 11-18
A Physarum Network Evolution Model Based on IBTM....Pages 19-26
Cultural Algorithms for the Set Covering Problem....Pages 27-34
Impulse Engine Ignition Algorithm Based on Genetic Particle Swarm Optimization....Pages 35-43
Learning by Imitation for the Improvement of the Individual and the Social Behaviors of Self-organized Autonomous Agents....Pages 44-52
An Indexed K-D Tree for Neighborhood Generation in Swarm Robotics Simulation....Pages 53-62
Agent-Based Social Simulation and PSO....Pages 63-73
Multi-agent Oriented Stable Payoff with Cooperative Game....Pages 74-81
Use the Core Clusters for the Initialization of the Clustering Based on One-Class Support Vector Machine....Pages 82-88
Terrain Image Classification with SVM....Pages 89-97
A Novel Algorithm for Kernel Optimization of Support Vector Machine....Pages 98-105
Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach....Pages 106-113
A Locality Sensitive K-Means Clustering Method Based on Genetic Algorithms....Pages 114-119
Using Graph Clustering for Community Discovery in Web-Based Social Networks....Pages 120-129
Application of Dynamic Rival Penalized Competitive Learning on the Clustering Analysis of Seismic Data....Pages 130-136
An Online Trend Analysis Method for Measuring Data Based on Historical Data Clustering....Pages 137-145
Measuring Micro-blogging User Influence Based on User-Tweet Interaction Model....Pages 146-153
Discover Community Leader in Social Network with PageRank....Pages 154-162
Forecasting Chinese GDP with Mixed Frequency Data Set: A Generalized Lasso Granger Method....Pages 163-172
Poison Identification Based on Bayesian Network: A Novel Improvement on K2 Algorithm via Markov Blanket....Pages 173-182
A New Efficient Text Clustering Ensemble Algorithm Based on Semantic Sequences....Pages 183-190
Text Categorization Based on Semantic Cluster-Hidden Markov Models....Pages 191-199
Reversible Data Embedment for Encrypted Cartoon Images Using Unbalanced Bit Flipping....Pages 200-207
A Robust Watermarking Algorithm for 2D CAD Engineering Graphics Based on DCT and Chaos System....Pages 208-214
Detection of Human Abnormal Behavior of the Ship’s Security....Pages 215-223
HYBit: A Hybrid Taint Analyzing Framework for Binary Programs....Pages 224-231
The Application of the Pattern Recognition Algorithms in Security Assessment of Structural Health Monitoring for Bridges....Pages 232-239
Experimentation of Data Mining Technique for System’s Security: A Comparative Study....Pages 240-247
Brownian Snake Measure-Valued Markov Decision Process....Pages 248-257
A Strategy to Regulate WSN Nodes’ Energy Consumption Based on Emission Rate....Pages 258-266
Contact Network Model with Covert Infection....Pages 267-274
Genetic Evolution of Control Systems....Pages 275-283
An Intelligent Fusion Algorithm for Uncertain Information Processing....Pages 284-292
A New Target Tracking Algorithm Based on Online Adaboost....Pages 293-300
False Data Attacks Judgment Based on Consistency Loop Model in Wireless Sensor Networks....Pages 301-307
Multi-cell Interaction Tracking Algorithm for Colliding and Dividing Cell Dynamic Analysis....Pages 308-315
An Study of Indoor Localization Algorithm Based on Imperfect Signal Coverage in Wireless Networks....Pages 316-324
Group-Based Overhead Limiting for Stability Routing in Ad Hoc Networks....Pages 325-333
Path Planning in RoboCup Soccer Simulation 3D Using Evolutionary Artificial Neural Network....Pages 334-341
Solving Hamilton Path Problem with P System....Pages 342-350
Dynamic Comprehensive Evaluation of Manufacturing Capability for a Job Shop....Pages 351-359
A Study of Aviation Swarm Convoy and Transportation Mission....Pages 360-367
A Multiple Interfaces and Multiple Services Residential Gateway Scheme....Pages 368-375
Particle Swarm Optimization Combined with Tabu Search in a Multi-agent Model for Flexible Job Shop Problem....Pages 376-384
A Novel Preprocessing Method for Illumination-Variant Color Face Image....Pages 385-394
Design of Face Detection System Based on FPGA....Pages 395-403
Remote Sensing Image Segmentation Based on Rough Entropy....Pages 404-410
A Real-Time Noise Image Edge Detector Based on FPGA....Pages 411-419
Optimization Algorithm and Implementation of Pedestrian Detection....Pages 420-427
Video Image Clarity Algorithm Research of USV Visual System under the Sea Fog....Pages 428-435
A Study of Vision-Based Lane Recognition Algorithm for Driver Assistance....Pages 436-444
New Approach to Image Retrieval Based on Color Histogram....Pages 445-452
Comparison and Evaluation of Human Locomotion Traits with Different Prosthetic Feet Using Graphical Methods from Control Area....Pages 453-462
An Improved Intelligent Water Drop Algorithm for a Real-Life Waste Collection Problem....Pages 463-471
The Extension of Linear Coding Method for Automated Analog Circuit Design....Pages 472-479
The Design and Implementation of Motor Drive for an Electric Bicycle....Pages 480-487
The UML Diagram to VHDL Code Transformation Based on MDA Methodology....Pages 488-495
Generating Mask from the Structural Layer of Micro Device....Pages 496-503
Parallel Process of Virtual Screening Result File Based on Hadoop....Pages 504-510
3D Modeling Environment Development for Micro Device Design....Pages 511-517
Data Reconciliation of Release Mechanism Research of LDH-Based Drug....Pages 518-523
Back Matter....Pages 524-530
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