Advances in swarm intelligence : 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings. Part II /
Advances in swarm intelligence : 4th International Conference, ICSI 2013, Harbin, China, June 12-15, 2013, Proceedings. Part II /
ICSI 2013
Ying Tan, Yuhui Shi, Hongwei Mo (eds.).
- Berlin ; New York : Springer, ©2013.
- 1 online resource (xxii, 534 pages)
- Lecture notes in computer science, 7929 0302-9743 ; LNCS sublibrary. SL 1, Theoretical computer science and general issues .
- Lecture notes in computer science ; 7929. LNCS sublibrary. SL 1, Theoretical computer science and general issues. .
International conference proceedings. Includes author index.
Hybrid Algorithms. Hybrid Gravitational Search and Clonal Selection Algorithm for Global Optimization / A Hybrid Genetic Programming with Particle Swarm Optimization / A Physarum Network Evolution Model Based on IBTM / Cultural Algorithms for the Set Covering Problem / Impulse Engine Ignition Algorithm Based on Genetic Particle Swarm Optimization / Shangce Gao [and others] -- Feng Qi [and others] -- Yuxin Liu [and others] -- Broderick Crawford, Ricardo Soto, Eric Monfroy -- 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 / An Indexed K-D Tree for Neighborhood Generation in Swarm Robotics Simulation / Agent-Based Social Simulation and PSO / Multi-agent Oriented Stable Payoff with Cooperative Game / Abdelhak Chatty [and others] -- Zhongyang Zheng, Ying Tan -- Andreas Janecek, Tobias Jordan, Fernando Buarque de Lima-Neto -- 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 / Terrain Image Classification with SVM / A Novel Algorithm for Kernel Optimization of Support Vector Machine / Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach / Lei Gu -- Mu-Song Chen, Chipan Hwang, Tze-Yee Ho -- Lijie Li -- Fengqiu Liu, Jianmin Wang, Sitian Qin. Data Mining Methods. A Locality Sensitive K-Means Clustering Method Based on Genetic Algorithms / Using Graph Clustering for Community Discovery in Web-Based Social Networks / Application of Dynamic Rival Penalized Competitive Learning on the Clustering Analysis of Seismic Data / An Online Trend Analysis Method for Measuring Data Based on Historical Data Clustering / Measuring Micro-blogging User Influence Based on User-Tweet Interaction Model / Discover Community Leader in Social Network with PageRank / Forecasting Chinese GDP with Mixed Frequency Data Set: A Generalized Lasso Granger Method / Poison Identification Based on Bayesian Network: A Novel Improvement on K2 Algorithm via Markov Blanket / A New Efficient Text Clustering Ensemble Algorithm Based on Semantic Sequences / Credit Scoring Analysis Using B-Cell Algorithm and K-Nearest Neighbor Classifiers* / Text Categorization Based on Semantic Cluster-Hidden Markov Models / Lei Gu -- Jackson Gomes Souza, Edeilson Milhomem Silva, Parcilene Fernandes Brito -- Hui Wang, Yan Li, Lei Li -- Jianfeng Qu [and others] -- Dong Liu, Quanyuan Wu, Weihong Han -- Rui Wang [and others] -- Zhe Gao, Jianjun Yang, Shaohua Tan -- Jinke Jiang [and others] -- Zhonghui Feng, Junpeng Bao, Kaikai Liu -- Cheng-An Li -- Fang Li, Tao Dong. System and Information Security. Reversible Data Embedment for Encrypted Cartoon Images Using Unbalanced Bit Flipping / A Robust Watermarking Algorithm for 2D CAD Engineering Graphics Based on DCT and Chaos System / Detection of Human Abnormal Behavior of the Ship's Security / HYBit: A Hybrid Taint Analyzing Framework for Binary Programs / The Application of the Pattern Recognition Algorithms in Security Assessment of Structural Health Monitoring for Bridges / Experimentation of Data Mining Technique for System's Security: A Comparative Study / Wien Hong [and others] -- Jingwen Wu [and others] -- Fengxu Guan, Xiaolong Liu, Xiangyu Meng -- Erzhou Zhu [and others] -- Yilin Guo -- Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou. Intelligent Control. Brownian Snake Measure-Valued Markov Decision Process / A Strategy to Regulate WSN Nodes' Energy Consumption Based on Emission Rate / Contact Network Model with Covert Infection / Genetic Evolution of Control Systems / An Intelligent Fusion Algorithm for Uncertain Information Processing / A New Target Tracking Algorithm Based on Online Adaboost / Zhenzhen Wang, Hancheng Xing -- Bo Song, Yan Wang, Hailong Zhang -- Xiaomei Yang, Jianchao Zeng, Jiye Liang -- Mu-Song Chen, Tze-Yee Ho, Chipan Hwang -- Peiyi Zhu, Benlian Xu, Mingli Lu -- Zhuowen Lv, Kejun Wang, Tao Yan. Wireless Sensor Network. False Data Attacks Judgment Based on Consistency Loop Model in Wireless Sensor Networks / Multi-cell Interaction Tracking Algorithm for Colliding and Dividing Cell Dynamic Analysis / An Study of Indoor Localization Algorithm Based on Imperfect Signal Coverage in Wireless Networks / Group-Based Overhead Limiting for Stability Routing in Ad Hoc Networks / Ping Li [and others] -- Mingli Lu [and others] -- Ping Li [and others] -- Xi Hu [and others]. Scheduling and Path Planning. Path Planning in RoboCup Soccer Simulation 3D Using Evolutionary Artificial Neural Network / Solving Hamilton Path Problem with P System / Dynamic Comprehensive Evaluation of Manufacturing Capability for a Job Shop / A Study of Aviation Swarm Convoy and Transportation Mission / A Multiple Interfaces and Multiple Services Residential Gateway Scheme / Particle Swarm Optimization Combined with Tabu Search in a Multi-agent Model for Flexible Job Shop Problem / Saleha Raza, Sajjad Haider -- Laisheng Xiang, Jie Xue -- Huachen Liu [and others] -- Xiaolong Liang [and others] -- Wenyao Yan [and others] -- Abir Henchiri, Meriem Ennigrou. Image and Video Processing. A Novel Preprocessing Method for Illumination-Variant Color Face Image / Design of Face Detection System Based on FPGA / Remote Sensing Image Segmentation Based on Rough Entropy / A Real-Time Noise Image Edge Detector Based on FPGA / Optimization Algorithm and Implementation of Pedestrian Detection / Video Image Clarity Algorithm Research of USV Visual System under the Sea Fog / A Study of Vision-Based Lane Recognition Algorithm for Driver Assistance / New Approach to Image Retrieval Based on Color Histogram / Comparison and Evaluation of Human Locomotion Traits with Different Prosthetic Feet Using Graphical Methods from Control Area / Wei Li, Qinghua Yang, Wei Pan -- Yujie Zhang, Meihua Xu, Huaming Shen -- Hui-jie Sun, Ting-quan Deng, Ying-ying Jiao -- Meihua Xu, Chenjun Xia, Shuping Huang -- Meihua Xu, Huaimeng Zheng, Tao Wang -- Zhongli Ma, Jie Wen, Xiumei Liang -- Feng Ran [and others] -- Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid -- Lulu Gong, Qirong Tang, Hongwei Mo. Other Applications. An Improved Intelligent Water Drop Algorithm for a Real-Life Waste Collection Problem / The Extension of Linear Coding Method for Automated Analog Circuit Design / The Design and Implementation of Motor Drive for an Electric Bicycle / The UML Diagram to VHDL Code Transformation Based on MDA Methodology / Generating Mask from the Structural Layer of Micro Device / Parallel Process of Virtual Screening Result File Based on Hadoop / 3D Modeling Environment Development for Micro Device Design / Data Reconciliation of Release Mechanism Research of LDH-Based Drug / Mohammad Raihanul Islam, M. Sohel Rahman -- Zhi Li, Jingsong He -- Tze-Yee Ho [and others] -- Chi-Pan Hwang, Mu-Song Chen -- Zheng Liu -- Ning Ma, Rongjing Hu, Ruisheng Zhang -- Zheng Liu -- Xiaoxia Liu.
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.
9783642387159 3642387152 3642387144 9783642387142
10.1007/978-3-642-38715-9 doi
Springer
Swarm intelligence--Congresses.
Artificial intelligence.
Artificial Intelligence
Intelligence artificielle.
artificial intelligence.
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)
Congress
proceedings (reports)
Conference papers and proceedings
Software.
Conference papers and proceedings.
Actes de congrès.
Q337.3 / .I27 2013
006.3
Q 337.3
International conference proceedings. Includes author index.
Hybrid Algorithms. Hybrid Gravitational Search and Clonal Selection Algorithm for Global Optimization / A Hybrid Genetic Programming with Particle Swarm Optimization / A Physarum Network Evolution Model Based on IBTM / Cultural Algorithms for the Set Covering Problem / Impulse Engine Ignition Algorithm Based on Genetic Particle Swarm Optimization / Shangce Gao [and others] -- Feng Qi [and others] -- Yuxin Liu [and others] -- Broderick Crawford, Ricardo Soto, Eric Monfroy -- 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 / An Indexed K-D Tree for Neighborhood Generation in Swarm Robotics Simulation / Agent-Based Social Simulation and PSO / Multi-agent Oriented Stable Payoff with Cooperative Game / Abdelhak Chatty [and others] -- Zhongyang Zheng, Ying Tan -- Andreas Janecek, Tobias Jordan, Fernando Buarque de Lima-Neto -- 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 / Terrain Image Classification with SVM / A Novel Algorithm for Kernel Optimization of Support Vector Machine / Training Least-Square SVM by a Recurrent Neural Network Based on Fuzzy c-mean Approach / Lei Gu -- Mu-Song Chen, Chipan Hwang, Tze-Yee Ho -- Lijie Li -- Fengqiu Liu, Jianmin Wang, Sitian Qin. Data Mining Methods. A Locality Sensitive K-Means Clustering Method Based on Genetic Algorithms / Using Graph Clustering for Community Discovery in Web-Based Social Networks / Application of Dynamic Rival Penalized Competitive Learning on the Clustering Analysis of Seismic Data / An Online Trend Analysis Method for Measuring Data Based on Historical Data Clustering / Measuring Micro-blogging User Influence Based on User-Tweet Interaction Model / Discover Community Leader in Social Network with PageRank / Forecasting Chinese GDP with Mixed Frequency Data Set: A Generalized Lasso Granger Method / Poison Identification Based on Bayesian Network: A Novel Improvement on K2 Algorithm via Markov Blanket / A New Efficient Text Clustering Ensemble Algorithm Based on Semantic Sequences / Credit Scoring Analysis Using B-Cell Algorithm and K-Nearest Neighbor Classifiers* / Text Categorization Based on Semantic Cluster-Hidden Markov Models / Lei Gu -- Jackson Gomes Souza, Edeilson Milhomem Silva, Parcilene Fernandes Brito -- Hui Wang, Yan Li, Lei Li -- Jianfeng Qu [and others] -- Dong Liu, Quanyuan Wu, Weihong Han -- Rui Wang [and others] -- Zhe Gao, Jianjun Yang, Shaohua Tan -- Jinke Jiang [and others] -- Zhonghui Feng, Junpeng Bao, Kaikai Liu -- Cheng-An Li -- Fang Li, Tao Dong. System and Information Security. Reversible Data Embedment for Encrypted Cartoon Images Using Unbalanced Bit Flipping / A Robust Watermarking Algorithm for 2D CAD Engineering Graphics Based on DCT and Chaos System / Detection of Human Abnormal Behavior of the Ship's Security / HYBit: A Hybrid Taint Analyzing Framework for Binary Programs / The Application of the Pattern Recognition Algorithms in Security Assessment of Structural Health Monitoring for Bridges / Experimentation of Data Mining Technique for System's Security: A Comparative Study / Wien Hong [and others] -- Jingwen Wu [and others] -- Fengxu Guan, Xiaolong Liu, Xiangyu Meng -- Erzhou Zhu [and others] -- Yilin Guo -- Ahmed Chaouki Lokbani, Ahmed Lehireche, Reda Mohamed Hamou. Intelligent Control. Brownian Snake Measure-Valued Markov Decision Process / A Strategy to Regulate WSN Nodes' Energy Consumption Based on Emission Rate / Contact Network Model with Covert Infection / Genetic Evolution of Control Systems / An Intelligent Fusion Algorithm for Uncertain Information Processing / A New Target Tracking Algorithm Based on Online Adaboost / Zhenzhen Wang, Hancheng Xing -- Bo Song, Yan Wang, Hailong Zhang -- Xiaomei Yang, Jianchao Zeng, Jiye Liang -- Mu-Song Chen, Tze-Yee Ho, Chipan Hwang -- Peiyi Zhu, Benlian Xu, Mingli Lu -- Zhuowen Lv, Kejun Wang, Tao Yan. Wireless Sensor Network. False Data Attacks Judgment Based on Consistency Loop Model in Wireless Sensor Networks / Multi-cell Interaction Tracking Algorithm for Colliding and Dividing Cell Dynamic Analysis / An Study of Indoor Localization Algorithm Based on Imperfect Signal Coverage in Wireless Networks / Group-Based Overhead Limiting for Stability Routing in Ad Hoc Networks / Ping Li [and others] -- Mingli Lu [and others] -- Ping Li [and others] -- Xi Hu [and others]. Scheduling and Path Planning. Path Planning in RoboCup Soccer Simulation 3D Using Evolutionary Artificial Neural Network / Solving Hamilton Path Problem with P System / Dynamic Comprehensive Evaluation of Manufacturing Capability for a Job Shop / A Study of Aviation Swarm Convoy and Transportation Mission / A Multiple Interfaces and Multiple Services Residential Gateway Scheme / Particle Swarm Optimization Combined with Tabu Search in a Multi-agent Model for Flexible Job Shop Problem / Saleha Raza, Sajjad Haider -- Laisheng Xiang, Jie Xue -- Huachen Liu [and others] -- Xiaolong Liang [and others] -- Wenyao Yan [and others] -- Abir Henchiri, Meriem Ennigrou. Image and Video Processing. A Novel Preprocessing Method for Illumination-Variant Color Face Image / Design of Face Detection System Based on FPGA / Remote Sensing Image Segmentation Based on Rough Entropy / A Real-Time Noise Image Edge Detector Based on FPGA / Optimization Algorithm and Implementation of Pedestrian Detection / Video Image Clarity Algorithm Research of USV Visual System under the Sea Fog / A Study of Vision-Based Lane Recognition Algorithm for Driver Assistance / New Approach to Image Retrieval Based on Color Histogram / Comparison and Evaluation of Human Locomotion Traits with Different Prosthetic Feet Using Graphical Methods from Control Area / Wei Li, Qinghua Yang, Wei Pan -- Yujie Zhang, Meihua Xu, Huaming Shen -- Hui-jie Sun, Ting-quan Deng, Ying-ying Jiao -- Meihua Xu, Chenjun Xia, Shuping Huang -- Meihua Xu, Huaimeng Zheng, Tao Wang -- Zhongli Ma, Jie Wen, Xiumei Liang -- Feng Ran [and others] -- Muhammad Imran, Rathiah Hashim, Noor Eliza Abd Khalid -- Lulu Gong, Qirong Tang, Hongwei Mo. Other Applications. An Improved Intelligent Water Drop Algorithm for a Real-Life Waste Collection Problem / The Extension of Linear Coding Method for Automated Analog Circuit Design / The Design and Implementation of Motor Drive for an Electric Bicycle / The UML Diagram to VHDL Code Transformation Based on MDA Methodology / Generating Mask from the Structural Layer of Micro Device / Parallel Process of Virtual Screening Result File Based on Hadoop / 3D Modeling Environment Development for Micro Device Design / Data Reconciliation of Release Mechanism Research of LDH-Based Drug / Mohammad Raihanul Islam, M. Sohel Rahman -- Zhi Li, Jingsong He -- Tze-Yee Ho [and others] -- Chi-Pan Hwang, Mu-Song Chen -- Zheng Liu -- Ning Ma, Rongjing Hu, Ruisheng Zhang -- Zheng Liu -- Xiaoxia Liu.
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.
9783642387159 3642387152 3642387144 9783642387142
10.1007/978-3-642-38715-9 doi
Springer
Swarm intelligence--Congresses.
Artificial intelligence.
Artificial Intelligence
Intelligence artificielle.
artificial intelligence.
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)
Congress
proceedings (reports)
Conference papers and proceedings
Software.
Conference papers and proceedings.
Actes de congrès.
Q337.3 / .I27 2013
006.3
Q 337.3