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PECCO: A profit and cost‐oriented computation offloading scheme in edge‐cloud environment with improved Moth‐flame optimization Journal article
Concurrency and Computation: Practice and Experience, 2022,Page: e7163
Authors:  Jiashu Wu;  Hao Dai;  Yang Wang;  Shigen Shen;  Chengzhong Xu
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Cloud Computing, edge-Cloud Computation Offloading, Internet Of Things, Moth-flame Optimizer  
Robust Image Forgery Detection over Online Social Network Shared Images Conference paper
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2022, New Orleans, Louisiana, 2022-07-19
Authors:  Haiwei Wu;  Jiantao Zhou;  Jinyu Tian;  Jun Liu
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Dragster: Dynamic Resource Allocation with Guarantee on Streaming Throughput Expected Regret Conference paper
Inria, 2022-8-29
Authors:  Yang Liu;  Xu HL(徐歡樂);  Wing Cheong Lau
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FedDC: Federated Learning with Non-IID Data via Local Drift Decoupling and Correction Conference paper
The IEEE / CVF Computer Vision and Pattern Recognition Conference, New Orleans, Louisiana, 2022-06
Authors:  Liang Gao;  Huazhu Fu;  Li Li;  Yingwen Chen;  Ming Xu;  Cheng-Zhong Xu
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Mixed Deep Reinforcement Learning Considering Discrete-continuous Hybrid Action Space for Smart Home Energy Management Journal article
Journal of Modern Power Systems and Clean Energy, 2022,Volume: 10,Issue: 3,Page: 743-754
Authors:  Huang, Chao;  Zhang, Hongcai;  Wang, Long;  Luo, Xiong;  Song, Yonghua
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Demand Response  
Robust Image Forgery Detection Against Transmission over Online Social Networks Journal article
IEEE Transactions on Information Forensics and Security, 2022,Volume: 17,Page: 443-456
Authors:  Wu, Haiwei;  Zhou, Jiantao;  Tian, Jinyu;  Liu, Jun;  Qiao, Yu
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Deep Neural Networks  Image Forgery Detection  Robustness  Social Networks  
“In-Network Ensemble”: Deep Ensemble Learning with Diversified Knowledge Distillation Journal article
ACM Transactions on Intelligent Systems and Technology, 2021,Volume: 12,Issue: 5,Page: 63:1-63:19
Authors:  Xingjian Li;  Haoyi Xiong;  Zeyu Chen;  Jun Huan;  Cheng-Zhong Xu;  Dejing Dou
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Transfer Learning  Knowledge Distillation  Ensemble Learning  
Robust High-Capacity Watermarking over Online Social Network Shared Images Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2021,Volume: 31,Issue: 3,Page: 1208-1221
Authors:  Sun, Weiwei;  Zhou, Jiantao;  Li, Yuanman;  Cheung, Ming;  She, James
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Dct Domain  Deep Convolutional Neural Network  Image Watermarking  Online Social Networks  
A Fuzzy Deep Model Based on Fuzzy Restricted Boltzmann Machines for High-Dimensional Data Classification Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1344-1355
Authors:  Feng, Shuang;  Philip Chen, C. L.;  Zhang, Chun Yang
Favorite |  | TC[WOS]:24 TC[Scopus]:25 | Submit date:2021/12/06
Classification  Fuzzy Deep Model  Fuzzy Restricted Boltzmann Machine (Frbm)  Hybrid Learning  
Deep Fuzzy Clustering-A Representation Learning Approach Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 7,Page: 1420-1433
Authors:  Feng,Qiying;  Chen,Long;  Philip Chen,C. L.;  Guo,Li
Favorite |  | TC[WOS]:25 TC[Scopus]:31 | Submit date:2021/03/09
Deep Learning  Discriminative Graph  Fuzzy C-means (Fcm)  Fuzzy Compactness And Separation (Fcs)  Pseudolabel