Advances in swarm intelligence : 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings. Part II / Ying Tan, Yuhui Shi, Hongwei Mo (eds.).

By: (4th : ICSI (Conference) (4th : 2013 : Harbin, China)
Contributor(s): Tan, Ying, 1964- [editor.] | Shi, Yuhui [editor.] | Mo, Hongwei, 1973- [editor.]
Material type: TextTextSeries: SerienbezeichnungLecture notes in computer science: 7929.; LNCS sublibrary: Publisher: Berlin ; New York : Springer, ©2013Description: 1 online resource (xxii, 534 pages)Content type: text Media type: computer Carrier type: online resourceISBN: 9783642387159; 3642387152; 3642387144; 9783642387142Other title: ICSI 2013Subject(s): Swarm intelligence -- Congresses | Artificial Intelligence | Swarm intelligence | Computer science | Computer software | Electronic data processing | Computational complexity | Data mining | Artificial intelligence | Algorithm Analysis and Problem Complexity | Numeric Computing | Discrete Mathematics in Computer Science | computerwetenschappen | computer sciences | numerieke methoden | numerical methods | computertechnieken | computer techniques | wiskunde | mathematics | algoritmen | algorithms | computeranalyse | computer analysis | kunstmatige intelligentie | datamining | Information and Communication Technology (General) | Informatie- en communicatietechnologie (algemeen)Genre/Form: Congress. | Electronic books. | Ebook. | Conference papers and proceedings. | Computer software. Additional physical formats: Print version:: Advances in swarm intelligence.DDC classification: 006.3 LOC classification: Q337.3 | .I27 2013Other classification: 54.10 | 54.72 Online resources: Click here to access online
Contents:
Hybrid Algorithms. Hybrid Gravitational Search and Clonal Selection Algorithm for Global Optimization / Shangce Gao [and others] -- A Hybrid Genetic Programming with Particle Swarm Optimization / Feng Qi [and others] -- A Physarum Network Evolution Model Based on IBTM / Yuxin Liu [and others] -- Cultural Algorithms for the Set Covering Problem / Broderick Crawford, Ricardo Soto, Eric Monfroy -- Impulse Engine Ignition Algorithm Based on Genetic Particle Swarm Optimization / Xiaolong Liang [and others].
Swarm-Robot and Multi-agent Systems. Learning by Imitation for the Improvement of the Individual and the Social Behaviors of Self-organized Autonomous Agents / Abdelhak Chatty [and others] -- An Indexed K-D Tree for Neighborhood Generation in Swarm Robotics Simulation / Zhongyang Zheng, Ying Tan -- Agent-Based Social Simulation and PSO / Andreas Janecek, Tobias Jordan, Fernando Buarque de Lima-Neto -- Multi-agent Oriented Stable Payoff with Cooperative Game / Tianwen Li, Feng Ma, Weiyi Liu.
Support Vector Machines. Use the Core Clusters for the Initialization of the Clustering Based on One-Class Support Vector Machine / Lei Gu -- Terrain Image Classification with SVM / Mu-Song Chen, Chipan Hwang, Tze-Yee Ho -- A Novel Algorithm for Kernel Optimization of Support Vector Machine / Lijie Li -- Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach / Fengqiu Liu, Jianmin Wang, Sitian Qin.
Data Mining Methods. A Locality Sensitive K-Means Clustering Method Based on Genetic Algorithms / Lei Gu -- Using Graph Clustering for Community Discovery in Web-Based Social Networks / Jackson Gomes Souza, Edeilson Milhomem Silva, Parcilene Fernandes Brito -- Application of Dynamic Rival Penalized Competitive Learning on the Clustering Analysis of Seismic Data / Hui Wang, Yan Li, Lei Li -- An Online Trend Analysis Method for Measuring Data Based on Historical Data Clustering / Jianfeng Qu [and others] -- Measuring Micro-blogging User Influence Based on User-Tweet Interaction Model / Dong Liu, Quanyuan Wu, Weihong Han -- Discover Community Leader in Social Network with PageRank / Rui Wang [and others] -- Forecasting Chinese GDP with Mixed Frequency Data Set: A Generalized Lasso Granger Method / Zhe Gao, Jianjun Yang, Shaohua Tan -- Poison Identification Based on Bayesian Network: A Novel Improvement on K2 Algorithm via Markov Blanket / Jinke Jiang [and others] -- A New Efficient Text Clustering Ensemble Algorithm Based on Semantic Sequences / Zhonghui Feng, Junpeng Bao, Kaikai Liu -- Credit Scoring Analysis Using B-Cell Algorithm and K-Nearest Neighbor Classifiers* / Cheng-An Li -- Text Categorization Based on Semantic Cluster-Hidden Markov Models / Fang Li, Tao Dong.
System and Information Security. Reversible Data Embedment for Encrypted Cartoon Images Using Unbalanced Bit Flipping / Wien Hong [and others] -- A Robust Watermarking Algorithm for 2D CAD Engineering Graphics Based on DCT and Chaos System / Jingwen Wu [and others] -- Detection of Human Abnormal Behavior of the Ship's Security / Fengxu Guan, Xiaolong Liu, Xiangyu Meng -- HYBit: A Hybrid Taint Analyzing Framework for Binary Programs / Erzhou Zhu [and others] -- The Application of the Pattern Recognition Algorithms in Security Assessment of Structural Health Monitoring for Bridges / Yilin Guo -- Experimentation of Data Mining Technique for System's Security: A Comparative Study / Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou.
Intelligent Control. Brownian Snake Measure-Valued Markov Decision Process / Zhenzhen Wang, Hancheng Xing -- A Strategy to Regulate WSN Nodes' Energy Consumption Based on Emission Rate / Bo Song, Yan Wang, Hailong Zhang -- Contact Network Model with Covert Infection / Xiaomei Yang, Jianchao Zeng, Jiye Liang -- Genetic Evolution of Control Systems / Mu-Song Chen, Tze-Yee Ho, Chipan Hwang -- An Intelligent Fusion Algorithm for Uncertain Information Processing / Peiyi Zhu, Benlian Xu, Mingli Lu -- A New Target Tracking Algorithm Based on Online Adaboost / Zhuowen Lv, Kejun Wang, Tao Yan.
Wireless Sensor Network. False Data Attacks Judgment Based on Consistency Loop Model in Wireless Sensor Networks / Ping Li [and others] -- Multi-cell Interaction Tracking Algorithm for Colliding and Dividing Cell Dynamic Analysis / Mingli Lu [and others] -- An Study of Indoor Localization Algorithm Based on Imperfect Signal Coverage in Wireless Networks / Ping Li [and others] -- Group-Based Overhead Limiting for Stability Routing in Ad Hoc Networks / Xi Hu [and others].
Scheduling and Path Planning. Path Planning in RoboCup Soccer Simulation 3D Using Evolutionary Artificial Neural Network / Saleha Raza, Sajjad Haider -- Solving Hamilton Path Problem with P System / Laisheng Xiang, Jie Xue -- Dynamic Comprehensive Evaluation of Manufacturing Capability for a Job Shop / Huachen Liu [and others] -- A Study of Aviation Swarm Convoy and Transportation Mission / Xiaolong Liang [and others] -- A Multiple Interfaces and Multiple Services Residential Gateway Scheme / Wenyao Yan [and others] -- Particle Swarm Optimization Combined with Tabu Search in a Multi-agent Model for Flexible Job Shop Problem / Abir Henchiri, Meriem Ennigrou.
Image and Video Processing. A Novel Preprocessing Method for Illumination-Variant Color Face Image / Wei Li, Qinghua Yang, Wei Pan -- Design of Face Detection System Based on FPGA / Yujie Zhang, Meihua Xu, Huaming Shen -- Remote Sensing Image Segmentation Based on Rough Entropy / Hui-jie Sun, Ting-quan Deng, Ying-ying Jiao -- A Real-Time Noise Image Edge Detector Based on FPGA / Meihua Xu, Chenjun Xia, Shuping Huang -- Optimization Algorithm and Implementation of Pedestrian Detection / Meihua Xu, Huaimeng Zheng, Tao Wang -- Video Image Clarity Algorithm Research of USV Visual System under the Sea Fog / Zhongli Ma, Jie Wen, Xiumei Liang -- A Study of Vision-Based Lane Recognition Algorithm for Driver Assistance / Feng Ran [and others] -- New Approach to Image Retrieval Based on Color Histogram / Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid -- Comparison and Evaluation of Human Locomotion Traits with Different Prosthetic Feet Using Graphical Methods from Control Area / Lulu Gong, Qirong Tang, Hongwei Mo.
Other Applications. An Improved Intelligent Water Drop Algorithm for a Real-Life Waste Collection Problem / Mohammad Raihanul Islam, M. Sohel Rahman -- The Extension of Linear Coding Method for Automated Analog Circuit Design / Zhi Li, Jingsong He -- The Design and Implementation of Motor Drive for an Electric Bicycle / Tze-Yee Ho [and others] -- The UML Diagram to VHDL Code Transformation Based on MDA Methodology / Chi-Pan Hwang, Mu-Song Chen -- Generating Mask from the Structural Layer of Micro Device / Zheng Liu -- Parallel Process of Virtual Screening Result File Based on Hadoop / Ning Ma, Rongjing Hu, Ruisheng Zhang -- 3D Modeling Environment Development for Micro Device Design / Zheng Liu -- Data Reconciliation of Release Mechanism Research of LDH-Based Drug / Xiaoxia Liu.
(MP)Advances in swarm intelligenceSummary: 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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Hybrid Algorithms. Hybrid Gravitational Search and Clonal Selection Algorithm for Global Optimization / Shangce Gao [and others] -- A Hybrid Genetic Programming with Particle Swarm Optimization / Feng Qi [and others] -- A Physarum Network Evolution Model Based on IBTM / Yuxin Liu [and others] -- Cultural Algorithms for the Set Covering Problem / Broderick Crawford, Ricardo Soto, Eric Monfroy -- Impulse Engine Ignition Algorithm Based on Genetic Particle Swarm Optimization / Xiaolong Liang [and others].

Swarm-Robot and Multi-agent Systems. Learning by Imitation for the Improvement of the Individual and the Social Behaviors of Self-organized Autonomous Agents / Abdelhak Chatty [and others] -- An Indexed K-D Tree for Neighborhood Generation in Swarm Robotics Simulation / Zhongyang Zheng, Ying Tan -- Agent-Based Social Simulation and PSO / Andreas Janecek, Tobias Jordan, Fernando Buarque de Lima-Neto -- Multi-agent Oriented Stable Payoff with Cooperative Game / Tianwen Li, Feng Ma, Weiyi Liu.

Support Vector Machines. Use the Core Clusters for the Initialization of the Clustering Based on One-Class Support Vector Machine / Lei Gu -- Terrain Image Classification with SVM / Mu-Song Chen, Chipan Hwang, Tze-Yee Ho -- A Novel Algorithm for Kernel Optimization of Support Vector Machine / Lijie Li -- Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach / Fengqiu Liu, Jianmin Wang, Sitian Qin.

Data Mining Methods. A Locality Sensitive K-Means Clustering Method Based on Genetic Algorithms / Lei Gu -- Using Graph Clustering for Community Discovery in Web-Based Social Networks / Jackson Gomes Souza, Edeilson Milhomem Silva, Parcilene Fernandes Brito -- Application of Dynamic Rival Penalized Competitive Learning on the Clustering Analysis of Seismic Data / Hui Wang, Yan Li, Lei Li -- An Online Trend Analysis Method for Measuring Data Based on Historical Data Clustering / Jianfeng Qu [and others] -- Measuring Micro-blogging User Influence Based on User-Tweet Interaction Model / Dong Liu, Quanyuan Wu, Weihong Han -- Discover Community Leader in Social Network with PageRank / Rui Wang [and others] -- Forecasting Chinese GDP with Mixed Frequency Data Set: A Generalized Lasso Granger Method / Zhe Gao, Jianjun Yang, Shaohua Tan -- Poison Identification Based on Bayesian Network: A Novel Improvement on K2 Algorithm via Markov Blanket / Jinke Jiang [and others] -- A New Efficient Text Clustering Ensemble Algorithm Based on Semantic Sequences / Zhonghui Feng, Junpeng Bao, Kaikai Liu -- Credit Scoring Analysis Using B-Cell Algorithm and K-Nearest Neighbor Classifiers* / Cheng-An Li -- Text Categorization Based on Semantic Cluster-Hidden Markov Models / Fang Li, Tao Dong.

System and Information Security. Reversible Data Embedment for Encrypted Cartoon Images Using Unbalanced Bit Flipping / Wien Hong [and others] -- A Robust Watermarking Algorithm for 2D CAD Engineering Graphics Based on DCT and Chaos System / Jingwen Wu [and others] -- Detection of Human Abnormal Behavior of the Ship's Security / Fengxu Guan, Xiaolong Liu, Xiangyu Meng -- HYBit: A Hybrid Taint Analyzing Framework for Binary Programs / Erzhou Zhu [and others] -- The Application of the Pattern Recognition Algorithms in Security Assessment of Structural Health Monitoring for Bridges / Yilin Guo -- Experimentation of Data Mining Technique for System's Security: A Comparative Study / Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou.

Intelligent Control. Brownian Snake Measure-Valued Markov Decision Process / Zhenzhen Wang, Hancheng Xing -- A Strategy to Regulate WSN Nodes' Energy Consumption Based on Emission Rate / Bo Song, Yan Wang, Hailong Zhang -- Contact Network Model with Covert Infection / Xiaomei Yang, Jianchao Zeng, Jiye Liang -- Genetic Evolution of Control Systems / Mu-Song Chen, Tze-Yee Ho, Chipan Hwang -- An Intelligent Fusion Algorithm for Uncertain Information Processing / Peiyi Zhu, Benlian Xu, Mingli Lu -- A New Target Tracking Algorithm Based on Online Adaboost / Zhuowen Lv, Kejun Wang, Tao Yan.

Wireless Sensor Network. False Data Attacks Judgment Based on Consistency Loop Model in Wireless Sensor Networks / Ping Li [and others] -- Multi-cell Interaction Tracking Algorithm for Colliding and Dividing Cell Dynamic Analysis / Mingli Lu [and others] -- An Study of Indoor Localization Algorithm Based on Imperfect Signal Coverage in Wireless Networks / Ping Li [and others] -- Group-Based Overhead Limiting for Stability Routing in Ad Hoc Networks / Xi Hu [and others].

Scheduling and Path Planning. Path Planning in RoboCup Soccer Simulation 3D Using Evolutionary Artificial Neural Network / Saleha Raza, Sajjad Haider -- Solving Hamilton Path Problem with P System / Laisheng Xiang, Jie Xue -- Dynamic Comprehensive Evaluation of Manufacturing Capability for a Job Shop / Huachen Liu [and others] -- A Study of Aviation Swarm Convoy and Transportation Mission / Xiaolong Liang [and others] -- A Multiple Interfaces and Multiple Services Residential Gateway Scheme / Wenyao Yan [and others] -- Particle Swarm Optimization Combined with Tabu Search in a Multi-agent Model for Flexible Job Shop Problem / Abir Henchiri, Meriem Ennigrou.

Image and Video Processing. A Novel Preprocessing Method for Illumination-Variant Color Face Image / Wei Li, Qinghua Yang, Wei Pan -- Design of Face Detection System Based on FPGA / Yujie Zhang, Meihua Xu, Huaming Shen -- Remote Sensing Image Segmentation Based on Rough Entropy / Hui-jie Sun, Ting-quan Deng, Ying-ying Jiao -- A Real-Time Noise Image Edge Detector Based on FPGA / Meihua Xu, Chenjun Xia, Shuping Huang -- Optimization Algorithm and Implementation of Pedestrian Detection / Meihua Xu, Huaimeng Zheng, Tao Wang -- Video Image Clarity Algorithm Research of USV Visual System under the Sea Fog / Zhongli Ma, Jie Wen, Xiumei Liang -- A Study of Vision-Based Lane Recognition Algorithm for Driver Assistance / Feng Ran [and others] -- New Approach to Image Retrieval Based on Color Histogram / Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid -- Comparison and Evaluation of Human Locomotion Traits with Different Prosthetic Feet Using Graphical Methods from Control Area / Lulu Gong, Qirong Tang, Hongwei Mo.

Other Applications. An Improved Intelligent Water Drop Algorithm for a Real-Life Waste Collection Problem / Mohammad Raihanul Islam, M. Sohel Rahman -- The Extension of Linear Coding Method for Automated Analog Circuit Design / Zhi Li, Jingsong He -- The Design and Implementation of Motor Drive for an Electric Bicycle / Tze-Yee Ho [and others] -- The UML Diagram to VHDL Code Transformation Based on MDA Methodology / Chi-Pan Hwang, Mu-Song Chen -- Generating Mask from the Structural Layer of Micro Device / Zheng Liu -- Parallel Process of Virtual Screening Result File Based on Hadoop / Ning Ma, Rongjing Hu, Ruisheng Zhang -- 3D Modeling Environment Development for Micro Device Design / Zheng Liu -- Data Reconciliation of Release Mechanism Research of LDH-Based Drug / Xiaoxia Liu.

International conference proceedings.

Includes author index.

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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