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Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI Journal article
Qu, Youzhi, Fu, Kai, Wang, Linjing, Zhang, Yu, Wu, Haiyan, Liu, Quanying. Hypergraph-Based Multitask Feature Selection with Temporally Constrained Group Sparsity Learning on fMRI[J]. Mathematics, 2024, 12(11), 1733.
Authors:  Qu, Youzhi;  Fu, Kai;  Wang, Linjing;  Zhang, Yu;  Wu, Haiyan; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:2.3/2.2 | Submit date：2024/07/04
Feature Selection  Fmri  Hypergraph  Multitask Learning  
Knowledge Graph-Based Reinforcement Federated Learning for Chinese Question and Answering Journal article
Xu,Liang, Chen,Tao, Hou,Zhaoxiang, Zhang,Weishan, Hon,Chitin, Wang,Xiao, Wang,Di, Chen,Long, Zhu,Wenyin, Tian,Yunlong, Ning,Huansheng, Wang,Fei Yue. Knowledge Graph-Based Reinforcement Federated Learning for Chinese Question and Answering[J]. IEEE Transactions on Computational Social Systems, 2024, 11(1), 1035-1045.
Authors:  Xu,Liang;  Chen,Tao;  Hou,Zhaoxiang;  Zhang,Weishan;  Hon,Chitin; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:4.5/4.6 | Submit date：2023/08/03
Knowledge Graph  Multitask Semantic Parsing [Msp-bidirectional And Auto-regressive Transformers (Bart)]  Prompt Learning  Question And Answering (q&a)  Reinforcement Federated Learning (Rfl)  
Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising Journal article
Fengchao Xiong, Jiantao Zhou, Jun Zhou, Jianfeng Lu, Yuntao Qian. Multitask Sparse Representation Model-Inspired Network for Hyperspectral Image Denoising[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61.
Authors:  ; et al.
Favorite | TC[WOS]:6 TC[Scopus]:4  IF:7.5/7.6 | Submit date：2023/08/28
Deep Unfolding  Hyperspectral Image (Hsi) Denoising  Multitask Learning  Sparse Representation (Sr)  
A Deep Reinforcement Learning Recommender System With Multiple Policies for Recommendations Journal article
Mingsheng Fu, Liwei Huang, Ananya Rao, Athirai A. Irissappane, Jie Zhang, Hong Qu. A Deep Reinforcement Learning Recommender System With Multiple Policies for Recommendations[J]. IEEE Transactions on Industrial Informatics, 2022, 19(2), 2049-2061.
Authors:  Mingsheng Fu;  Liwei Huang;  Ananya Rao;  Athirai A. Irissappane;  Jie Zhang; et al.
Favorite | TC[WOS]:6 TC[Scopus]:7  IF:11.7/11.4 | Submit date：2023/02/22
Deep Reinforcement Learning (Drl)  Multitask Markov Decision Process (Mdp)  Recommender System  
Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis Journal article
Yu Wang, Ruonan Liu, Di Lin, Dongyue Chen, Ping Li, Qinghua Hu, C. L. Philip Chen. Coarse-to-Fine: Progressive Knowledge Transfer-Based Multitask Convolutional Neural Network for Intelligent Large-Scale Fault Diagnosis[J]. IEEE Transactions on Neural Networks and Learning Systems, 2021, 34(2), 761-774.
Authors:  Yu Wang;  Ruonan Liu;  Di Lin;  Dongyue Chen;  Ping Li; et al.
Favorite | TC[WOS]:50 TC[Scopus]:42  IF:10.2/10.4 | Submit date：2023/03/06
Coarse-to-fine  Knowledge Transfer  Large-scale Fault Diagnosis Of Complex System  Multitask Convolutional Neural Network (Mcnn)  Structure Learning  
BMT-Net: Broad Multitask Transformer Network for Sentiment Analysis Journal article
Zhang, Tong, Gong, Xinrong, Chen, C. L.P.. BMT-Net: Broad Multitask Transformer Network for Sentiment Analysis[J]. IEEE Transactions on Cybernetics, 2021.
Authors:  Zhang, Tong;  Gong, Xinrong;  Chen, C. L.P.
Favorite | TC[WOS]:55 TC[Scopus]:84  IF:9.4/10.3 | Submit date：2022/05/13
Analytical Models  Attention Mechanism  Bit Error Rate  Broad Learning System (Bls)  Context Modeling  Feature Extraction  Multitask Learning (Mtl)  Representation Learning  Sentiment Analysis  Sentiment Analysis  Social Networking (Online)  Task Analysis  
Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces Journal article
Wang, Boyu, Wong, Chi Man, Kang, Zhao, Liu, Feng, Shui, Changjian, Wan, Feng, Chen, C. L.Philip. Common Spatial Pattern Reformulated for Regularizations in Brain-Computer Interfaces[J]. IEEE Transactions on Cybernetics, 2020, 51(10), 5008-5020.
Authors:  Wang, Boyu;  Wong, Chi Man;  Kang, Zhao;  Liu, Feng;  Shui, Changjian; et al.
Favorite | TC[WOS]:38 TC[Scopus]:37  IF:9.4/10.3 | Submit date：2021/12/08
Brain-computer Interface (Bci)  Common Spatial Pattern (Csp)  Generalized Eigenvalue Problem (Gep)  Least Squares  Multitask Learning  Singular Value Decomposition (Svd)  Sparse Learning  Transfer Learning  
Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition Journal article
Feng, G. H., Liu, W. F., Li, S. Y., Tao, D. P., Zhou, Y. C.. Hessian-Regularized Multitask Dictionary Learning for Remote Sensing Image Recognition[J]. IEEE Geoscience and Remote Sensing Letters, 2019, 821-825.
Authors:  Feng, G. H.;  Liu, W. F.;  Li, S. Y.;  Tao, D. P.;  Zhou, Y. C.
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/4.4 | Submit date：2022/07/09
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition  
An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction Journal article
Ye Z., Yang Y., Li X., Cao D., Ouyang D.. An Integrated Transfer Learning and Multitask Learning Approach for Pharmacokinetic Parameter Prediction[J]. Molecular Pharmaceutics, 2019, 16(2), 533-541.
Authors:  Ye Z.;  Yang Y.;  Li X.;  Cao D.;  Ouyang D.
Favorite | TC[WOS]:57 TC[Scopus]:69  IF:4.5/4.6 | Submit date：2019/02/14
Adme  Deep Learning  Multitask Learning  Pharmacokinetic Parameters  Transfer Learning  
Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition Journal article
Guanhua Feng, Weifeng Liu, Shuying Li, Dapeng Tao, Yicong Zhou. Hessian Regularized Multi-task Dictionary Learning for Remote Sensing Image Recognition[J]. IEEE Geoscience and Remote Sensing Letters, 2018, 1 - 5.
Authors:  Guanhua Feng;  Weifeng Liu;  Shuying Li;  Dapeng Tao;  Yicong Zhou
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:4.0/4.4 | Submit date：2019/03/26
Hessian Regularization  Multitask Dictionary Learning  Remote Sensing (Rs) Image Recognition