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Stability-Based Generalization Analysis of Distributed Learning Algorithms for Big Data 期刊论文
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS, 2020, 卷号: 31, 期号: 3, 页码: 801-812
Authors:  Wu, Xinxing;  Zhang, Junping;  Wang, Fei-Yue
Favorite  |  View/Download:5/0  |  Submit date:2020/06/02
Big data  distributed learning algorithms  distributed simulations  generalization  
Improving Ranking-Oriented Defect Prediction Using a Cost-Sensitive Ranking SVM 期刊论文
IEEE TRANSACTIONS ON RELIABILITY, 2020, 卷号: 69, 期号: 1, 页码: 139-153
Authors:  Yu, Xiao;  Liu, Jin;  Keung, Jacky Wai;  Li, Qing;  Bennin, Kwabena Ebo;  Xu, Zhou;  Wang, Junping;  Cui, Xiaohui
Favorite  |  View/Download:3/0  |  Submit date:2020/06/02
Support vector machines  Software  Prediction algorithms  Predictive models  Testing  Software algorithms  Computer science  Cost-sensitive learning  data imbalance  ranking-oriented defect prediction (RODP)  
Energy-Efficient IoT Service Composition for Concurrent Timed Applications 期刊论文
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE, 2019, 卷号: 100, 页码: 1017-1030
Authors:  Sun, Mengyu;  Zhou, Zhangbing;  Wang, Junping;  Du, Chu;  Gaaloul, Walid
Favorite  |  View/Download:9/0  |  Submit date:2020/03/30
IoT service composition  Temporal constraints  Concurrent requests  Energy efficiency  
Energy-Efficient Boundary Detection of Continuous Objects in IoT Sensing Networks 期刊论文
IEEE SENSORS JOURNAL, 2019, 卷号: 19, 期号: 18, 页码: 8303-8316
Authors:  Diao, Jin;  Zhao, Deng;  Wang, Junping;  Nguyen, Hien M.;  Tang, Jine;  Zhou, Zhangbing
Favorite  |  View/Download:30/0  |  Submit date:2019/12/16
Boundary detection  continuous objects  IoT sensing networks  energy efficiency  
Multi-Task GANs for View-Specific Feature Learning in Gait Recognition 期刊论文
IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, 2019, 卷号: 14, 期号: 1, 页码: 102-113
Authors:  He, Yiwei;  Zhang, Junping;  Shan, Hongming;  Wang, Liang
Favorite  |  View/Download:102/0  |  Submit date:2018/10/10
Gait Recognition  Cross-view  Generative Adversarial Networks  Surveillance  
Crossing Scientific Workflow Fragments Discovery Through Activity Abstraction in Smart Campus 期刊论文
IEEE ACCESS, 2018, 卷号: 6, 页码: 40530-40546
Authors:  Wen, Jinfeng;  Zhou, Zhangbing;  Shi, Zhensheng;  Wang, Junping;  Duan, Yucong;  Zhang, Yaqiang
Favorite  |  View/Download:72/0  |  Submit date:2018/10/10
Scientific Workflow  Community Discovery Clustering  Abstract Activity  Cross-workflow Fragment Recommendation  
Multi-Task Generative Adversarial Nets with Shared Memory for Cross-Domain Coordination Control 期刊论文
IEEE Transaction on Industrial Informatics, 2017, 期号: 27, 页码: 1-9
Authors:  Wang JP(王军平)
View  |  Unknown(5167Kb)  |  Favorite  |  View/Download:374/107  |  Submit date:2017/09/21
Industry 4.0  Distributed Coordination Control  Multi-task Generative Adversarial Nets  Decision Making  
GB979_Big_Data_Analytics_Guidebook_R16.5.1(国际标准) 其他
2016-12-01
Authors:  Wang JP(王军平)
Adobe PDF(1439Kb)  |  Favorite  |  View/Download:153/81  |  Submit date:2017/09/21
Large-Scale Online Multitask Learning and Decision Making for Flexible Manufacturing 期刊论文
IEEE TRANSACTIONS ON INDUSTRIAL INFORMATICS, 2016, 卷号: 12, 期号: 6, 页码: 2139-2147
Authors:  Wang, JunPing;  Sun, YunChuan;  Zhang, WenSheng;  Thomas, Ian;  Duan, ShiHui;  Shi, YouKang;  JUNPING WANG
View  |  Adobe PDF(2070Kb)  |  Favorite  |  View/Download:279/64  |  Submit date:2016/10/20
Decision Making  Flexible Manufacturing  Industry 4.0  Online Multitask Coordination Learning  
Industrial Big Data Analytics: Challenges, Methodologies, and Applications 期刊论文
IEEE TRANSACTIONS ON AUTOMATION SCIENCE AND ENGINEERING, 2016, 期号: 11, 页码: 1101-1110
Authors:  Wang JP(王军平);  JUNPING WANG
View  |  Adobe PDF(3378Kb)  |  Favorite  |  View/Download:353/122  |  Submit date:2016/10/24
Industry 4.0  Cloud Robotics  Industrial Big Data  Predictive Manufacturing