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ORCID14th ICGEC 2021: Jilin, China
- Shu-Chuan Chu, Jerry Chun-Wei Lin, Jianpo Li
, Jeng-Shyang Pan:
Genetic and Evolutionary Computing - Proceedings of the Fourteenth International Conference on Genetic and Evolutionary Computing, October 21-23, 2021, Jilin, China. Lecture Notes in Electrical Engineering 833, Springer 2022, ISBN 978-981-16-8429-6
Nature Inspired Constrained Optimization
- Xiangbiao Leng, Hao Zheng, Taiping Yuan, Yubin Lai, Fei Peng, Haixiang Yu, Jingfeng Ou:
Adaptive Droop Control Strategy for Island Microgrid Based on Improved Particle Swarm Optimization Algorithm. 3-13 - Weichun Ge, Shunjiang Wang, Qingbo Yin, Feng Sun, Peng Jin, Shengbin Chi:
Coordinated Optimization Control Technology of Clean Energy Consumption Based on Spatiotemporal Characteristics of Controllable Load. 14-24 - Jiao Wang, Shu-Chuan Chu, Shi-Jian Liu, Jeng-Shyang Pan:
A Beta Distribution Based Optimization Algorithm and Its Application in Power Load Forecasting. 25-35 - Xiang Li, Wen Yang, Huan Wang, Xiaopeng Chang, Rongxin Dang, Dejun Wang:
Optimization of Li-ion Battery Charge and Discharge Model Based on Genetic Algorithm. 36-46 - Maomao Liang, Ying Deng, Wen Xiao, Lijin Wang, Yiwen Zhong:
An Enhanced Harmony Search Based on Quantum Mechanism. 47-59 - Shumeng Chen, Chia-Hung Wang, Zhenyu Dong, Qigen Zhao, Qipeng Yang, Yi Wei, Guoshu Huang:
Performance Evaluation of Three Intelligent Optimization Algorithms for Obstacle Avoidance Path Planning. 60-69
Software Development and Reliability Systems
- Hang Liu, Jun Wang, Mingtai Liu, Xiukai Jian, Yuhong Zhang, Yuli Li:
Experimental Data Acquisition and Processing System Based on the Internet of Things. 73-81 - Hongwei Ren, Sheng Zheng, Xinyu Li:
A Mill Control System Based on GA-BP Network for Output Prediction. 82-91 - Lin Lin, Zhipeng Cong, Qigui Nie, Xin Liu, Weiting Wang, Jian Li, Defu Yang:
State Evaluation and Attack Signal Reconstruction of Power Cyber-Physics System Based on Intermediate Variable Observer. 92-101 - Hongbo Ye, Kexiang Qian, Minghui Jin, Xiao Han, Fei Xiao:
Risk Assessment Method of Power Monitoring System Vulnerability Based on Attack Graph. 102-113 - Tiehua Zhou, Jiayu Hao, Futao Ma, Ling Wang:
Dynamic Multiple Indicators Matching Processing for Power Load Forecasting System. 114-124 - Qiang Ma, Zhipeng Cong, Zhenyu Shi, Fen Chen, Jianpo Li:
Design of Cyber Security Monitoring System for Smart Substation. 125-136
Bioinformatics and Biomedical Analysis
- Zhiyou Wang, Meijing Li, Tianjie Chen:
Multi-attention and Multi-layer Hashing for Cross-Modal Retrieval. 139-149 - Ling Gong, Hua Xie, Ling Wang, Lu Zhang, Site Li, Beibei Miao:
Quantitative Analysis Indicators and Risk Factor Assessment of HR-HPV. 150-158 - Guangjin Zhao, Meijing Li, Yingying Jiang:
Prediction of Drug-Gene Interaction by Using Biomedical Subgraph Patterns. 159-168 - Ling Wang, Minglei Shan, Tong Li, Yingxuan Tang, Tiehua Zhou:
Medical Phrase Mining Method for Biomedical Text Processing. 169-178 - Khishigsuren Davagdorj, Kwang-Ho Park, Tsatsral Amarbayasgalan, Lkhagvadorj Munkhdalai, Ling Wang, Meijing Li, Keun Ho Ryu:
BioBERT Based Efficient Clustering Framework for Biomedical Document Analysis. 179-188 - Fengzhu Xu, Meijing Li, Keun Ho Ryu:
Distantly Supervised Relation Extraction Based on Multi-head Self-attention and Gate Mechanism. 189-199
Image and Video Processing
- Shuaishi Liu, Yining Geng, Yihu Song, Wenyang Yan, Yufeng Lian:
Research on Small Target Pedestrian Detection Algorithm Based on Improved YOLOv3. 203-214 - Shu Guo, Baohua Qiang, Wu Xie, Yijie Zhai, Ruidong Chen, Hong Zheng:
Zhuang Characteristic Culture Detection Based on Improved YOLOV3-SPP Network. 215-226 - Xiaoyu Chen, Jianyou Yu, Dezhi Zhao, Jian Sun, Xianghong Chen, Mingli Yi, Lin Xia:
A Method for Detecting Safety Helmet in Substation Operation Scene Based on Yolov3. 227-238 - Xiwen Zhang, Jin Duan:
Gray-Scale Image Color Migration Algorithm Based on Dual-Stream Convolutional Neural Network. 239-248 - Tiehua Zhou, Yifan Zhang, Yuan Li, Ling Wang:
FM-Mnet Real-Time Object Detection Model for Video Feature Fusion Processing. 249-258 - Mujun Xie, Shaoshi Qin, Changhong Jiang, Aoshuang Li:
Modeling and Trajectory Tracking Control Simulation of 3-DOF Hoisting Manipulator. 259-270
Intelligent Multimedia Tools and Applications
- Yihang Du, Yan Pei, Lijun Wang, Chenzong Bai, Ke Niu:
Virtual Display and Interaction System Design of Bingxi Scroll Painting Based on Augmented Reality Technique. 273-283 - Zhuojun Xu, Hangwei Hu, Long Wang, Chengzhi Yang, Yantao Tian:
GPU Implementation of Staggered Period Estimation Algorithm Acceleration. 284-293 - Zheng Zou, Shi-Jian Liu:
BioAR: Bio-Laboratory Automation Meets Augmented Reality. 294-305 - Linlin Tang, Shuaijie Shi, Shiyu Qin, Xin Huang, Yijie Fan:
3D Voxel Reconstruction Based on Shape Layer. 306-315 - Shuaishi Liu, Siyu Zhou, Rong Bai, Jiaqi Zhu:
Research on Weld Recognition and NURBS Curve Fitting Method Based on Improved OTSU Double Threshold Segmentation. 316-327 - Mujun Xie, Aoshuang Li, Changhong Jiang, Shaoshi Qin:
Modeling and Simulation of Non-common Field Position and Pose Measurement of Dual Cameras. 328-337
Neural Network and Deep Learning
- Xiaohuan Wu, Pengcheng Wang, Liqun Wang, Yinfei Xu, Zhongwei Zhao:
Transformer Combination Weighting Evaluation Model Based on BP Neural Network. 341-349 - Fangxiao Cheng, Borui Yin, Ming Chu:
Research on Target Recognition Algorithm Based on Improved Faster-RCNN. 350-359 - Bo Zhao, Hongda Lin, Zhihui Wang, Jiayue Xu:
Identification Method of Dust Accumulation of Air Cooled Condenser Based on Convolution Neural Learning. 360-369 - Xiaoyu Chen, Jianyou Yu, Dezhi Zhao, Jian Sun, Xianghong Chen, Mingli Yi, Lin Xia:
A Pedestrian Intrusion Detection Method Based on Improved Mask R-CNN Model. 370-380 - Kaixuan Wang, Yuting Shen, Fuquan Zhang, Nan Zhao, Lijie Yang:
A Flight Simulation Model Architecture for Reinforcement Learning. 381-391
NLP and Clustering
- Peng Chen, Baohua Qiang, Yufeng Wang, Chen Wang, Ruidong Chen, Baolian Li, Bo Peng, Xiangyu Zhou:
HDMacBERT-FGM-CRF Model-Based Chinese Event Element Extraction. 395-406 - Chen Wang, Baohua Qiang, Bo Peng, Peng Chen, Ruidong Chen, Hong Zheng, Yufeng Wang:
Abstractive Sentences Summarization Model Combining Entity Information and Bidirectional Decoding. 407-418 - Shu-Chuan Chu, Zhi-Gang Du, Jeng-Shyang Pan:
Multi-group Discrete Symbiotic Organisms Search Algorithm Based Clustering Method for Large-Scale Traveling Salesman Problem. 419-428 - Dachi Zhang, Xuanyuan Zhao, Yunfeng Guo, Jingying Yang, Peng Liu, Yu Lu:
Cluster Analysis of Smart Meter Load Based on Electricity Behavior Characteristics. 429-437 - Zhihe Wang, Gang Zhang, Hui Du, Yiyang Ni:
Improved Affinity Propagation Clustering Based on K-Nearest Neighbors and Canopy Algorithm. 438-448 - Xiaotong Zhang, Zhijun Yuan, Yicheng Jin, Shunjiang Wang, Feng Sun, Bing Xie, Xingtong Ma:
Research on Multi-dimensional Load Characteristics Based on Vertical and Horizontal Hybrid Clustering. 449-457
Big Data Analysis and Ontology System
- Huanting Shi, Jinyuan Shi:
An Improved Fireworks Algorithm for Ontology Matching. 461-470 - Ke Wang, Jimmy Ming-Tai Wu, Binge Cui, Jerry Chun-Wei Lin:
Revealing Top-k Dominant Individuals in Incomplete Data Based on Spark Environment. 471-480 - Chunyi Wu, Ya Li:
Optimizing Task Processing in Big Data with Federated Learning. 481-492 - Adnan Ahmed, Abdul Rehman Javed, Zunera Jalil, Gautam Srivastava, Thippa Reddy Gadekallu:
Privacy of Web Browsers: A Challenge in Digital Forensics. 493-504 - Jimmy Ming-Tai Wu, Shuo Liu, Mu-En Wu, Jerry Chun-Wei Lin:
Mining High Utility-probability Sequential Patterns in Bigdata Environments. 505-514 - Baolian Li, Jianghua Zhu, Yufeng Wang, Haiyao Xie:
The Timeliness Position Recommendation Based on Geographical Impacts and Social Impacts. 515-526
Smart Grid and Energy Internet
- Shunjiang Wang, Yifan Wang, Tianhang Wang, Jiancheng Hao, Weichun Ge, Aihua Wang:
Division of Power Grid Dispatching Domain and Analysis of Operation Characteristics. 529-537 - Shunjiang Wang, Qianbin Dai, Guiping Zhou, Yangyang Ge, Peng Jin, Yifan Wang:
Distribution Network Load Forecasting Based on Smart Meter User Behavior Clustering. 538-547 - Yuxing Li, Dongyuan Liu, Jingying Yang, Qunying Li, Lei Song, Xuefeng Gao:
Regulation Strategy of Electric Vehicle Charging Station Taking into Account New Energy Consumption. 548-559 - Xiuming Wang, Zhaoyang Qu, Lichao Wang, Miao Li, Chunhui Liu, Yaowei Liu, Zhongfeng Kan, Huashun Li:
Evaluation Model of Power Staff Skill State Based on Improved Analytic Hierarchy Process_Fuzzy Comprehensive Evaluation. 560-572 - Yan Gao, Lei Wang, Miao Li, Chunhui Liu, Lichao Wang:
Information Recommendation Method of Network Blended Skill Learning Based on Personalized Adaptive of Electric Power Staff. 573-583 - Lijuan Chen, Hecheng Li, Yu Shen:
A Differential Evolution Algorithm for Wind Farm Layout Optimization Using a New Bilevel Programming Model. 584-596
Genetic Algorithm and Machine Learning
- Yan Wang, Xinhua Wang:
Test Paper Automatic Generating Method Based on Hybrid Genetic Algorithm. 599-609 - Minghao Guo, Wei Wang, Renhui Chen:
Improved Multi-objective Genetic Algorithm for Unit Economic Operating Load Distribution. 610-618 - Usman Ahmed, Jerry Chun-Wei Lin, Gautam Srivastava, Jimmy Ming-Tai Wu:
An Improved GA-Based Recommendation System for Soil Fertilization. 619-628 - Wen Xiao, Maomao Liang, Lijin Wang, Yiwen Zhong:
Survey on Initialization Methods of Cuckoo Search Algorithm. 629-640 - Qing-yong Yang, Shu-Chuan Chu, Anhui Liang, Jeng-Shyang Pan:
Tumbleweed Algorithm and Its Application for Solving Location Problem of Logistics Distribution Center. 641-652 - Ye Li, Lin Zhang, Kaixuan Wang, Fuquan Zhang, Yi Fan:
Research on Evasion Strategy of Aircraft Based on Deep Reinforcement Learning. 653-665
Wireless Sensor Networks and Internet of Things
- Baojun Liu:
Research on NPE Algorithm of Ring Main Unit Fault Detection Based on Internet of Things Technology. 669-678 - Xiaohuan Wu, Pengcheng Wang, Liqun Wang, Yinfei Xu, Zhongwei Zhao:
Mechanical Fault Diagnosis of Circuit Breaker Based on Improved Grey Relational Analysis. 679-689 - Qigen Zhao, Chia-Hung Wang, Zhenyu Dong, Shumeng Chen, Qipeng Yang, Yi Wei:
A Matrix-Analytic Solution to Three-Level Multi-Server Queueing Model with a Shared Finite Buffer. 690-699 - Fatana Jafari, Rui Xu, Gilbert Shyirambere, Jean Bosco Ndungutse, Shi-Jian Liu:
A Novel Learning-Based Approach for Large Outdoor Power Transmission Equipment Detection. 700-711 - Baohua Qiang, Wenqiang Yin, Xiaoling Tao, Longge Li, Baolian Li, Bo Peng, Yufeng Wang:
Fusion Structure-based Fault State Prediction of Wind Turbine Spindle. 712-723 - Jeng-Shyang Pan, Ai-Qing Tian, Shu-Chuan Chu, Tsu-Yang Wu, Jin Wang:
TDOA Location Based on Pigeon-Inspired Optimization Algorithm in WSNs. 724-733
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