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5. ICSI 2014: Hefei, China
- Ying Tan, Yuhui Shi, Carlos A. Coello Coello:
Advances in Swarm Intelligence - 5th International Conference, ICSI 2014, Hefei, China, October 17-20, 2014, Proceedings, Part II. Lecture Notes in Computer Science 8795, Springer 2014, ISBN 978-3-319-11896-3
Classification Methods
- Ping He, Xiao-hua Xu, Lin Lu
, Heng Qian, Wei Zhang, Kanwen Li:
Semi-supervised Ant Evolutionary Classification. 1-7 - Rekh Ram Janghel, Anupam Shukla, Sanjeev Sharma, A. V. Gnaneswar:
Evolutionary Ensemble Model for Breast Cancer Classification. 8-16 - Juan Pablo Sánchez-Crisostomo, Roberto Alejo
Empirical Analysis of Assessments Metrics for Multi-class Imbalance Learning on the Back-Propagation Context. 17-23 - Fei Wang, Jiao Xu, Lian Li:
A Novel Rough Set Reduct Algorithm to Feature Selection Based on Artificial Fish Swarm Algorithm. 24-33 - Wenjun Tan, Zijiang Bian, Jinzhu Yang, Huang Geng, Zhaoxuan Gong, Dazhe Zhao:
Hand Gesture Shape Descriptor Based on Energy-Ratio and Normalized Fourier Transform Coefficients. 34-41 - Yao-Wei Fu, Hui-Ling Chen, Su-Jie Chen, LiMing Shen, QiuQuan Li:
A New Evolutionary Support Vector Machine with Application to Parkinson's Disease Diagnosis. 42-49
GPU-Based Methods
- Youcef Djenouri
Parallel Bees Swarm Optimization for Association Rules Mining Using GPU Architecture. 50-57 - Xianjun Chen, Yanmei Wang, Yongsong Zhan:
A Method for Ripple Simulation Based on GPU. 58-65 - Ke Ding, Ying Tan
cuROB: A GPU-Based Test Suit for Real-Parameter Optimization. 66-78
Scheduling and Path Planning
- A. S. Ajeena Beegom
A Particle Swarm Optimization Based Pareto Optimal Task Scheduling in Cloud Computing. 79-86 - Khairul Anwar, Ahamad Tajudin Khader, Mohammed Azmi Al-Betar
Development on Harmony Search Hyper-heuristic Framework for Examination Timetabling Problem. 87-95 - Bo Zhang, Haibin Duan:
Predator-Prey Pigeon-Inspired Optimization for UAV Three-Dimensional Path Planning. 96-105 - Jianjun Li, Ru-Bo Zhang, Yu Yang:
Research on Route Obstacle Avoidance Task Planning Based on Differential Evolution Algorithm for AUV. 106-113
Wireless Sensor Network
- Huimin Du, Qingjian Ni, Qianqian Pan, Yiyun Yao, Qing Lv:
An Improved Particle Swarm Optimization-Based Coverage Control Method for Wireless Sensor Network. 114-124 - Qianqian Pan, Qingjian Ni, Huimin Du, Yiyun Yao, Qing Lv:
An Improved Energy-Aware Cluster Heads Selection Method for Wireless Sensor Networks Based on K-means and Binary Particle Swarm Optimization. 125-134
Power System Optimization
- Komla A. Folly:
Comparison of Multi-population PBIL and Adaptive Learning Rate PBIL in Designing Power System Controller. 135-145 - Xueli An, Luoping Pan:
Vibration Adaptive Anomaly Detection of Hydropower Unit in Variable Condition Based on Moving Least Square Response Surface. 146-154 - Bingbing Lu, Ju Liu, Chao Wang, Hongji Xu, Qing Wang:
Capacity and Power Optimization for Collaborative Beamforming with Two Relay Clusters. 155-162 - Yue Jiang, Qi Kang, Lei Wang, Qidi Wu:
Solving Power Economic Dispatch Problem Subject to DG Uncertainty via Bare-Bones PSO. 163-169
Other Applications
- Botao Yu, Xuedong Tian, Wenjie Luo:
Extracting Mathematical Components Directly from PDF Documents for Mathematical Expression Recognition and Retrieval. 170-179 - Shengqiang Yao, Jieyue He:
An Efficient OLAP Query Algorithm Based on Dimension Hierarchical Encoding Storage and Shark. 180-187 - Bo Song, Jie Gao:
The Enhancement and Application of Collaborative Filtering in e-Learning System. 188-195 - Fang Li, Guangda Shi, Yawei Lv:
A Method to Construct a Chinese-Swedish Dictionary via English Based on Comparable Corpora. 196-203 - Heng Lin, Yiwen Yan, Hongfei Cai, Wei Zhang:
The Design and Implementation of the Random HTML Tags and Attributes-Based XSS Defence System. 204-211
Special Session on Swarm Intelligence in Image and Video Processing
- Puja Agrawal
DWT and GA-PSO Based Novel Watermarking for Videos Using Audio Watermark. 212-220 - Lianlian Cao, Sheng Ding, Xiaowei Fu, Li Chen:
Application and Comparison of Three Intelligent Algorithms in 2D Otsu Segmentation Algorithm. 221-227 - Weifeng Liu, Chenglin Wen, Shuyu Ding:
A Shape Target Detection and Tracking Algorithm Based on the Target Measurement Intensity Filter. 228-235 - Qinglan Chen, Benlian Xu, Yayun Ren, Mingli Lu, Peiyi Zhu:
Multi-cell Contour Estimate Based on Ant Pheromone Intensity Field. 236-243 - Mingli Lu, Benlian Xu, Peiyi Zhu, Jian Shi:
A Novel Ant System with Multiple Tasks for Spatially Adjacent Cell State Estimate. 244-252 - Fei Wang, Benlian Xu, Mingli Lu:
A Cluster Based Method for Cell Segmentation. 253-258 - Chuncheng Ma, Puheng Xue, Wanping Wang:
Research on Lane Departure Decision Warning Methods Based on Machine Vision. 259-266 - Yin-Fu Huang, Sheng-Min Lin:
Searching Images in a Textile Image Database. 267-274 - K. Jithesh, P. Babu Anto, V. Thavavel:
IIS: Implicit Image Steganography. 275-283 - Yanhui Su, Shuai Li, Yongsong Zhan:
Humanized Game Design Based on Augmented Reality. 284-291
Special Session on Applications of Swarm Intelligence to Management Problems
- Yantai Huang, Lei Wang, Qidi Wu:
A Hybrid PSO-DE Algorithm for Smart Home Energy Management. 292-300 - Liangjun Ke, Laipeng Zhai:
A Multiobjective Large Neighborhood Search for a Vehicle Routing Problem. 301-308 - Cui Chenggang, Yang Xiaofei, Gao Tingyu:
A Self-adaptive Interior Penalty Based Differential Evolution Algorithm for Constrained Optimization. 309-318 - Quande Qin, Li Li, Shi Cheng:
A Novel Hybrid Algorithm for Mean-CVaR Portfolio Selection with Real-World Constraints. 319-327 - Lixia Xie, Yali Wu:
A Modified Multi-Objective Optimization Based on Brain Storm Optimization Algorithm. 328-339 - Xiaoping Guo, Yali Wu, Lixia Xie:
Modified Brain Storm Optimization Algorithm for Multimodal Optimization. 340-351
Special Session on Swarm Intelligence for Real-World Application
- Nasser Omer Sahel Ba-Karait, Siti Mariyam Hj. Shamsuddin, Rubita Sudirman:
Classification of Electroencephalogram Signals Using Wavelet Transform and Particle Swarm Optimization. 352-362 - Dadabada Pradeepkumar, Vadlamani Ravi:
FOREX Rate Prediction Using Chaos, Neural Network and Particle Swarm Optimization. 363-375 - Bo-Yang Qu, Yanping Xu, Dongyun Wang, Hui Song
Path Planning Using Neighborhood Based Crowding Differential Evolution. 376-383 - Jane-Jing Liang
Neural Network Based on Dynamic Multi-swarm Particle Swarm Optimizer for Ultra-Short-Term Load Forecasting. 384-391 - Shuzhen Wan:
Dynamic Differential Evolution for Emergency Evacuation Optimization. 392-400 - Jiabao Wang, Qi Kang, Hongjun Tian, Lei Wang, Qidi Wu:
Centralized Charging Strategies of Plug-in Electric Vehicles on Spot Pricing Based on a Hybrid PSO. 401-411 - Abdennour Boulesnane
A New Multi-region Modified Wind Driven Optimization Algorithm with Collision Avoidance for Dynamic Environments. 412-421
Special Session on ICSI 2014 Competition on Single Objective Optimization
- Yu-Jun Zheng, Xiaobei Wu:
Evaluating a Hybrid DE and BBO with Self Adaptation on ICSI 2014 Benchmark Problems. 422-433 - Xuan Xiao, Qianqian Zhang:
The Multiple Population Co-evolution PSO Algorithm. 434-441 - Shaoqiu Zheng, Lang Liu, Chao Yu, Junzhi Li, Ying Tan
Fireworks Algorithm and Its Variants for Solving ICSI2014 Competition Problems. 442-451 - Ali Fuat Alkaya, Ramazan Algin, Yusuf Sahin, Mustafa Agaoglu, Vural Aksakalli:
Performance of Migrating Birds Optimization Algorithm on Continuous Functions. 452-459
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