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12th ICGEC 2018: Changzhou, China
- Jeng-Shyang Pan, Jerry Chun-Wei Lin, Bixia Sui, Shih-Pang Tseng:
Genetic and Evolutionary Computing - Proceedings of the Twelfth International Conference on Genetic and Evolutionary Computing, ICGEC 2018, Changzhou, China, December 14-17, 2018. Advances in Intelligent Systems and Computing 834, Springer 2019, ISBN 978-981-13-5840-1
Nature Inspired Constrained Optimization
- Lingping Kong, Václav Snásel:
A New Advantage Sharing Inspired Particle Swarm Optimization Algorithm. 3-10 - Jiayuan Wang, Tanghuai Fan, Zhifeng Xie, Xi Zhang, Jia Zhao:
Density Peak Clustering Based on Firefly Algorithm. 11-18 - Nengxian Liu
, Jeng-Shyang Pan
A Multi-population QUasi-Affine TRansformation Evolution Algorithm for Global Optimization. 19-28 - Yunlong Sheng, Chang'an Wei, Shouda Jiang:
Particle Swarm Optimization Based Parallel Input Time Test Suite Construction. 29-36 - Jeng-Shyang Pan
Improved Whale Optimization Algorithm and Its Application to UCAV Path Planning Problem. 37-47
Recent Advances on Evolutionary Optimization Technologies
- Xin Ge, Hui Li, Lili Li:
Effects of Centrality and Heterogeneity on Evolutionary Games. 51-63 - Chang Liu, Kebin Jia, Pengyu Liu:
An Improvement for View Synthesis Optimization Algorithm. 65-74 - Zhenyu Meng, Jeng-Shyang Pan
External Hierarchical Archive Based Differential Evolution. 75-81 - Weifeng Sun, Yuanxun Xing, Guangqun Ma, Shumiao Yu:
A GIS-Based Optimization of ACO in UAV Network. 83-90
Software Development and Reliability Systems
- Yuhang Huang, Yeqing Wang, Gefei Yu:
An Intelligent Temperature Measurement and Control System for the Steel Mill. 93-102 - Peiqiang Li, Zhengbang Xia, Lu-Qi Jie, Chuan Lin, Peidong Sun, Pengcheng Cao:
Influence of SVC and STATCOM Access on Voltage Stability of Doubly Fed Wind Turbine. 103-111 - Peiqiang Li, Lu-Qi Jie, Zheng-Bang Xia, Cai-Jie Weng:
Influence of Wind Farm Access on System Small Signal Stability. 113-122 - Huili Cai, Bin Yan
Visual QR Code with Beautication and Self-recovery Based on Data Hiding. 123-130 - Lingyun Feng, Jui-Le Chen, Li-Chai Chen, Shih-Pang Tseng:
Cloud Service and APP for Drug-Herb Interaction. 131-136
Monitoring Applications and Mobile Apps
- Zhong-Jie Liu, Shih-Pang Tseng:
Design and Implementation of the Health Monitor for Aged People. 139-143 - Chi-Tsai Yeh, Ming-Chih Chen:
A Uniform Methodology for Mobile and Desktop Web Applications. 145-152 - Lijuan Shi, Shengqiang Qian, Lu Wang, Qing Li:
Design of Greenhouse Wireless Monitoring System Based on Genetic Algorithm. 153-162 - Jing Wang, Jun Wang, ShengXia Liu:
Design and Implementation of Microbiological Fermentation Monitoring System. 163-171
Image and Video Processing
- Cheng Li
A Bi-level Image Segmentation Framework Using Gradient Ascent. 175-181 - Zilong Chen, Wen Wang, Lijuan Sun, Jian Guo, Chong Han, Hengyi Ren:
Finger Vein Image Registration Based on Genetic Algorithm. 183-191 - Deyao Lin, Xuehong Huang:
A Review of Satellite Video on Demand with Evolutionary Computing. 193-200 - Li Liu, Fei Shang, Siqi Chen, Yumei Wang, Xue Wang:
Graph-Regularized NMF with Prior Knowledge for Image Inpainting. 201-211 - Zhengying Hu, Yun Gao, Xin Wei, Fang Zhou:
Collaborative Filtering Model Based on Time Context for IPTV Live Recommendation. 213-222
Pattern Recognition
- Wei Sun, Lei Bian, Penghui Li, Yue-cheng Li:
Virtual Reality Projection Alignment for Automatic Measuring Truck's Box Volume in Single Image. 225-232 - Wenzhen Nie, Pengyu Liu, Kebin Jia:
License Plate Occlusion Detection Based on Character Jump. 233-242 - Qi Li, Bin Yan
Reversible Watermarking Based on Adaptive Prediction Error Expansion. 243-251 - Lanyue Pi, Kai Liu, Yun Tie, Lin Qi:
A New Comprehensive Database for Hand Gesture Recognition. 253-261 - Jun Zhang, Mingxi Ma, Chengzhi Deng, Zhaoming Wu:
Fast Algorithms for Poisson Image Denoising Using Fractional-Order Total Variation. 263-272
Intelligent Multimedia Tools and Applications
- Zeqi Feng, Pengyu Liu, Kebin Jia, Kun Duan:
An Adaptive Model Parameters Prediction Mechanism for LCU-Level Rate Control. 275-283 - Chunlei Fan, Kai Feng, Xin Huang, Qun Ding:
An Image Encryption Scheme Based on the Discrete Auto-Switched Chaotic System. 285-293 - Ling Xiao, Yongjun Zhang, Jun Liu, Yong Zhao:
A Robust On-Road Vehicle Detection and Tracking Method Based on Monocular Vision. 295-302 - En-Chih Chang, Rong-Ching Wu, Chun-An Cheng:
An AC Power Conditioning with Robust Intelligent Controller for Green Energy Applications. 303-309
Single Processing
- Zhiming Cai
A Distributing Method for Insufficient Supply in P2P Video Broadcast System. 313-320 - Ning He, Yang Liu:
An Application of Support States from Speech Emotions in Consensus Building. 321-329 - Pin-Ju Ye, Chun-Guo Huang, Yuan-Wang Hu:
An Adaptive Algorithm of Showing Intuitively the Structure of a Binary Tree. 331-338 - Zichi Wang, Zhenxing Qian, Xinpeng Zhang:
Single Actor Pooled Steganalysis. 339-347
Smart City and Grids
- Zhong-Shu Liu:
Field Analysis and Flux-Weakening Control of PMSM Used in Vehicle. 351-360 - Chang-Gai Lee, Wen-Liang Lai:
Effects of Different Factors on the Visibility in Kaohsiung Area Using Hierarchical Regression. 361-371 - Yuh-Chung Lin, Yu-Chun Liu, Chun-Cheng Wei, Xiaogang Wang:
Implementation of Data Collection in Smart Living Application. 373-381 - Li-Fang Shi, Bin Yan
Generalized Benford's Distribution for Data Defined on Irregular Grid. 383-391 - Kai Yang:
Application of Bluetooth Low Energy in Smart Connected Lighting. 393-400
Technologies for Next-Generation Network Environments
- Tung-Ming Liang, Yi-Nung Chung, Chao-Hsing Hsu:
Applying Wireless Sensors to Monitor the Air Conditioning Management System. 403-409 - Hui-Qiong Deng, Bo-Lan Yang, Chao-Gang Li:
Research on the Method of Solving Danger Level of Cascading Trips in Power System. 411-418 - Chin-Shiuh Shieh, Cheng-Ta Lu, Yu-Chun Liu, Yuh-Chung Lin:
Service Migration Based on Software-Defined Networking. 419-428 - Haiying Zhou:
Discussions About Construction of Digital Campus in the Development of Higher Vocational Colleges. 429-435
Sensor and RFID Techniques
- Zhai Wenzheng:
Parking Information Acquisition System Based on LoRa and Geomagnetic Sensor. 439-449 - Lijuan Shi, Yafei Wang:
Design of Library Reader Deployment and Management System Based on RFID Technology. 451-459 - Da-Xiu Zhang, Chia-Cheng Hu, Xiao-Juan Zhu, Rui-Bin Xu:
Reliable and Efficient Task Allocation Method in Wireless Sensor Networks. 461-470
Neural Network and Deep Learning
- Xun Pan, Yutian Wu, Harutoshi Ogai:
Automatic Training Data Generation Method for Pixel-Level Road Lane Segmentation. 473-481 - Zhenxing Qian, Cheng Huang, Zichi Wang, Xinpeng Zhang:
Breaking CNN-Based Steganalysis. 483-491 - Kuo-Kun Tseng, Jiangrui Lin, Haichuan Sun, Kai-Leung Yung
Meteorite Detection and Tracing with Deep Learning on FPGA Platform. 493-500 - Guojie Li, Wenxue Wei, Wen Sun:
Multi-local Feature Target Detection Method Based on Deep Neural Network. 501-510 - Kuo-Kun Tseng, Ran Zhang, Lantian Wang:
Medical Image Diagnosis with Deep Learning on FPGA Platform. 511-517
Artificial Intelligence Applications
- Xiaogang Wang, Shichen Zhai:
Innovative Financial Prediction Model Based on Lasso and Keras Neural Network. 521-527 - Shichen Zhai, Xiaogang Wang, Di Xiao, Zhiwen Li:
Innovative Text Extraction Algorithm Based on TensorFlow. 529-536 - Chih-Yu Hsu
Convolutional Neural Networks Implemented by TensorFlow for the Segmentation of Left Ventricular MRI Images. 537-544 - Kuo-Kun Tseng, Chiye Ou, Ao Huang, Regina Fang-Ying Lin, Xiangmin Guo:
Financial Analysis with Deep Learning. 545-552 - Na Liu, Lu-yu Dong, Shujuan Ji:
An LSTM-Based Topic Flow Pattern Learning Algorithm and Its Application in Deceptive Review Detection. 553-561 - Chunwei Tian, Yong Xu, Lunke Fei, Ke Yan:
Deep Learning for Image Denoising: A Survey. 563-572
Decision Support Systems and Data Security
- Shaoqin Lu:
Decision Support of Intelligent Factory Evaluation Based on RAGA-AHP. 575-582 - Qiu Liqing, Haiyan Liu, Fan Xin, Jia Wei:
Hot Topic Detection Based on VSM and Improved LDA Hybrid Model. 583-593 - Tsu-Yang Wu
A Public Auditing Scheme with Data Recovery. 595-602
Data Classification and Clustering
- Jie Niu, Yi-Wen Jiang, Liang Huang, Hao-Wen Xue:
A Novel Approach for Objectness Estimation Based on Saliency Segmentation and Superpixels Clustering. 605-613 - Yan Han, Mingxiang He, Qixian Lu:
Imbalanced Data Classification Algorithm Based on Integrated Sampling and Ensemble Learning. 615-624 - Limin Hou, Huancheng Liu, Xiaoyu Shi, Xinpeng Zhang:
Classification of Snoring Sound-Related Signals Based on MLP. 625-632 - Qian Wang, Yongjun Zhang, Ling Xiao, Yuewei Li:
Extension of Sample Dimension and Sparse Representation Based Classification of Low-Dimension Data. 633-640 - Qiufei Liu, Xiaoyong Men, Yulong Qiao, Bingye Liu, Jiayuan Liu, Qiuxia Liu:
Dynamic Texture Classification with Relative Phase Information in the Complex Wavelet Domain. 641-651
Big Data Analysis and Ontology System
- Hiba Belhadi, Karima Akli-Astouati, Youcef Djenouri
GFSOM: Genetic Feature Selection for Ontology Matching. 655-660 - Xingsi Xue, Jie Chen, Jianhua Liu, Dongxu Chen:
Matching Biomedical Ontologies Through Compact Evolutionary Simulated Annealing Algorithm. 661-668 - Kuo-Chi Chang, Jeng-Shyang Pan
Study on Information and Integrated of MES Big Data and Semiconductor Process Furnace Automation. 669-678 - Hsun-Hui Huang, Horng-Chang Yang, Yongjia Yu:
An Ontology-Based Recommendation System for ADAS Design. 679-685 - Jianjian Luo:
Application of Big Data Technology in Student Management Decision. 687-694
Social Network and Stock Analytics
- Qiu Liqing, Wenwen Gao, Fan Xin, Jia Wei, Yu Jinfeng:
Detection of Opinion Leaders in Social Networks Using Entropy Weight Method for Multi-attribute Analysis. 697-709 - Qiu Liqing, Yu Jinfeng, Jia Wei, Fan Xin, Wenwen Gao:
A K-shell Decomposition Based Heuristic Algorithm for Influence Maximization in Social Networks. 711-722 - Chen Chuxun, Jean Lai:
Predicting the Co-movement of Stocks in the Hong Kong Stock Market. 723-734 - Shenghui Guo, Shu-Juan Ji, Chunjin Zhang, Xin Wang, Jianli Zhao:
A New Multi-criteria Recommendation Algorithm for Groups of Users. 735-742
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