1.CoroTrans-CL: A Novel Transformer-Based Continual Deep Learning Model for Image Recognition of Coronavirus Infections

Wang, BY, Zhang, D,     More...

Wang, BY, Zhang, D, Tian, ZG     Less

ELECTRONICS[2079-9292], Published 2023, Volume 12, Issue 4,

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WOS核心合集引用: 2  2022影響因子:  2.9 

2.Robot Subgoal-guided Navigation in Dynamic Crowded Environments with Hierarchical Deep Reinforcement Learning

Zhang, Tianle, Liu,     More...

Zhang, Tianle, Liu, Zhen, Pu, Zhiqiang, Yi, Jianqiang, Liang, Yanyan, Zhang, Du     Less

International Journal of Control, Automation and Systems[1598-6446], Published 2023, Volume 21, Issue 7, Pages 2350-2362

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WOS核心合集引用: 0  2022影響因子:  3.2 

3.Heterogeneous-graph Attention Reinforcement Learning for Football Matches

Wang, SJ, Pan, Y, Pu     More...

Wang, SJ, Pan, Y, Pu, ZQ, Yi, JQ, Liang, YY, Zhang, D     Less

2023 INTERNATIONAL JOINT CONFERENCE ON NEURAL NETWORKS, IJCNN[2161-4393], Published 2023, Volume 2023-June,

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WOS核心合集引用: 0 

4.FM-ViT: Flexible Modal Vision Transformers for Face Anti-Spoofing

Liu, AJ, Tan, ZC, Yu     More...

Liu, AJ, Tan, ZC, Yu, ZT, Zhao, CX, Wan, J, Liang, YY, Lei, Z, Zhang, D, Li, SZ, Guo, GD     Less

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[1556-6013], Published 2023, Volume 18, Pages 4775-4786

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WOS核心合集引用: 1  2022影響因子:  6.8 

5.Mixture Uniform Distribution Modeling and Asymmetric Mix Distillation for Class Incremental Learning

Qiang, Sunyuan, Hou,     More...

Qiang, Sunyuan, Hou, Jiayi, Wan, Jun, Liang, Yanyan, Lei, Zhen, Zhang, Du     Less

Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023, Published 2023, Volume 37, Pages 9498-9506

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6.Lazy Agents: A New Perspective on Solving Sparse Reward Problem in Multi-agent Reinforcement Learning

Liu, Boyin, Pu, Zhiq     More...

Liu, Boyin, Pu, Zhiqiang, Pan, Yi, Yi, Jianqiang, Liang, Yanyan, Zhang, Du     Less

Proceedings of Machine Learning Research[2640-3498], Published 2023, Volume 202, Pages 21404-21425

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7.Improved Deep Learning Model Based on Self-Paced Learning for Multiscale Short-Term Electricity Load Forecasting

Li, MP, Xie, XM, Zha     More...

Li, MP, Xie, XM, Zhang, D     Less

SUSTAINABILITY[2071-1050], Published 2022, Volume 14, Issue 1,

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WOS核心合集引用: 6  2022影響因子:  3.9  发表年影響因子:  3.9 

8.Bridging the Last-Mile Gap in Network Security via Generating Intrusion-Specific Detection Patterns through Machine Learning

Sun, Xibin, Zhang, D     More...

Sun, Xibin, Zhang, Du, Qin, Haiou, Tang, Jiahua     Less

Security and Communication Networks[1939-0114], Published 2022, Volume 2022,

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WOS核心合集引用: 0 

9.Advances in Machine Learning/Deep Learning-based Technologies - Selected Papers in Honour of Professor Nikolaos G. Bourbakis - Vol. 2

Zhang, D     More...

Zhang, D     Less

INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS[1872-4981], Published 2022, Volume 16, Issue 1, Pages 5-8

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WOS核心合集引用: 0  2022影響因子:  1.0  发表年影響因子:  1.0 

10.Advances in Artificial Intelligence-based Technologies - Selected Papers in Honour of Professor Nikolaos G. Bourbakis - Vol. 1

Zhang, D     More...

Zhang, D     Less

INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS[1872-4981], Published 2022, Volume 16, Issue 1, Pages 5_8

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WOS核心合集引用: 0  2022影響因子:  1.0  发表年影響因子:  1.0 

11.Advances in Assistive Technologies - Selected Papers in Honour of Professor Nikolaos G. Bourbakis - Vol. 3

Zhang, D     More...

Zhang, D     Less

INTELLIGENT DECISION TECHNOLOGIES-NETHERLANDS[1872-4981], Published 2022, Volume 16, Issue 1, Pages 5~8

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WOS核心合集引用: 0  2022影響因子:  1.0  发表年影響因子:  1.0 

12.Local Self-Expression Subspace Learning Network for Motion Capture Data

Xia, GY, Xue, P, Sun     More...

Xia, GY, Xue, P, Sun, HJ, Sun, YB, Zhang, D, Liu, QS     Less

IEEE TRANSACTIONS ON IMAGE PROCESSING[1057-7149], Published 2022, Volume 31, Pages 4869-4883

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WOS核心合集引用: 0  2022影響因子:  10.6  发表年影響因子:  10.6 

13.Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection

Liu, AJ, Zhao, CX, Y     More...

Liu, AJ, Zhao, CX, Yu, ZT, Wan, J, Su, AY, Liu, X, Tan, ZC, Escalera, S, Xing, JL, Liang, YY, Guo, GD, Lei, Z, Li, SZ, Zhang, D     Less

IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY[1556-6013], Published 2022, Volume 17, Pages 2497-2507

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WOS核心合集引用: 16  2022影響因子:  6.8  发表年影響因子:  6.8 

14.Improving Temporal Event Scheduling through STEP Perpetual Learning

Tang, JH, Zhang, D,     More...

Tang, JH, Zhang, D, Sun, XB, Qin, HO     Less

SUSTAINABILITY[2071-1050], Published 2022, Volume 14, Issue 23,

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WOS核心合集引用: 0  2022影響因子:  3.9  发表年影響因子:  3.9 

15.Decoupling and Recoupling Spatiotemporal Representation for RGB-D-based Motion Recognition

Zhou, BJ, Wang, PC,     More...

Zhou, BJ, Wang, PC, Wan, J, Liang, YY, Wang, F, Zhang, D, Lei, Z, Li, H, Jin, R     Less

2022 IEEE/CVF CONFERENCE ON COMPUTER VISION AND PATTERN RECOGNITION (CVPR 2022)[1063-6919], Published 2022, Volume 2022-June, Pages 20122-20131

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WOS核心合集引用: 5 

16.A Deep Learning Framework for Start–End Frame Pair-Driven Motion Synthesis

Xia, Guiyu, Xue, Pen     More...

Xia, Guiyu, Xue, Peng, Zhang, Du, Liu, Qingshan, Sun, Yubao     Less

IEEE Transactions on Neural Networks and Learning Systems[2162-237X], Published 2022,

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2022影響因子:  10.4  发表年影響因子:  10.4 

17.Cross-Modal Hashing Retrieval Based on Deep Residual Network

Li, ZY, Xu, XM, Zhan     More...

Li, ZY, Xu, XM, Zhang, D, Zhang, P     Less

COMPUTER SYSTEMS SCIENCE AND ENGINEERING[0267-6192], Published 2021, Volume 36, Issue 2, Pages 383-405

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WOS核心合集引用: 4  2022影響因子:  2.2  发表年影響因子:  4.397 

18.Semi-Supervised Training of Transformer and Causal Dilated Convolution Network with Applications to Speech Topic Classification

Zeng, JX, Zhang, D,     More...

Zeng, JX, Zhang, D, Li, ZY, Li, XL     Less

APPLIED SCIENCES-BASEL[2076-3417], Published 2021, Volume 11, Issue 12,

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WOS核心合集引用: 3  2022影響因子:  2.7  发表年影響因子:  2.838 

19.Likelihood-constrained coupled space learning for motion synthesis

Xia, GY, Xue, P, Zha     More...

Xia, GY, Xue, P, Zhang, D, Liu, QS     Less

INFORMATION SCIENCES[0020-0255], Published 2021, Volume 579, Pages 72-88

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WOS核心合集引用: 1  2022影響因子:  8.1  发表年影響因子:  8.233 

20.A Multiscale Electricity Price Forecasting Model Based on Tensor Fusion and Deep Learning

Xie, XM, Li, MP, Zha     More...

Xie, XM, Li, MP, Zhang, D     Less

ENERGIES[1996-1073], Published 2021, Volume 14, Issue 21,

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WOS核心合集引用: 6  2022影響因子:  3.2  发表年影響因子:  3.252