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RL-CWtrans Net: multimodal swimming coaching driven via robot vision Journal article
Wang, Guanlin. RL-CWtrans Net: multimodal swimming coaching driven via robot vision[J]. Frontiers in Neurorobotics, 2024, 18, 1439188.
Authors:  Wang, Guanlin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/3.1 | Submit date：2024/09/03
Artificial Neural Networks  Clip  Feature Extraction  Multimodal Robot  Reinforcement Learning  Robot Vision  Swin-transformer  
Multimodal Machine Learning for Prognosis and Survival Prediction in Renal Cell Carcinoma Patients: A Two-Stage Framework with Model Fusion and Interpretability Analysis Journal article
Yan, Keyue, Fong, Simon, Li, Tengyue, Song, Qun. Multimodal Machine Learning for Prognosis and Survival Prediction in Renal Cell Carcinoma Patients: A Two-Stage Framework with Model Fusion and Interpretability Analysis[J]. APPLIED SCIENCES-BASEL, 2024, 14(13), 5686.
Authors:  Yan, Keyue;  Fong, Simon;  Li, Tengyue;  Song, Qun
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.5/2.7 | Submit date：2024/08/05
Machine Learning  Multimodal Data  Renal Cell Carcinoma  Survival Prediction  
Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition Journal article
Chen, Chuangquan, Li, Zhencheng, Kou, Kit Ian, Du, Jie, Li, Chen, Wang, Hongtao, Vong, Chi Man. Comprehensive Multisource Learning Network for Cross-Subject Multimodal Emotion Recognition[J]. IEEE Transactions on Emerging Topics in Computational Intelligence, 2024.
Authors:  Chen, Chuangquan;  Li, Zhencheng;  Kou, Kit Ian;  Du, Jie;  Li, Chen; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.3/5.7 | Submit date：2024/08/05
Multisource Learning  Multimodal Emotion Recognition  Cross-subject  Low-rank Multimodal Fusion  Domain Generalization  
Understanding L2 student writers’ self-assessment in digital multimodal composing: A process-oriented approach Journal article
Zhang, Emily Di, Yu, Shulin. Understanding L2 student writers’ self-assessment in digital multimodal composing: A process-oriented approach[J]. System, 2024, 121, 103219.
Authors:  Zhang, Emily Di;  Yu, Shulin
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.9/5.5 | Submit date：2024/05/02
Assessment As Learning  Digital Multimodal Composing  L2 Writing  Self-assessment  Writing Assessment  
Revisiting review helpfulness prediction: An advanced deep learning model with multimodal input from Yelp Journal article
Zheng, Tianxiang, Lin, Zhihao, Zhang, Yating, Jiao, Qi, Su, Tian, Tan, Hongbo, Fan, Zesen, Xu, Dengming, Law, Rob. Revisiting review helpfulness prediction: An advanced deep learning model with multimodal input from Yelp[J]. International Journal of Hospitality Management, 2023, 114, 103579.
Authors:  Zheng, Tianxiang;  Lin, Zhihao;  Zhang, Yating;  Jiao, Qi;  Su, Tian; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:9.9/10.3 | Submit date：2023/09/12
Big Data Analytics  Deep Learning  Multimodal Design  Predictive Modeling  Review Helpfulness  
Investigating the effects of digital multimodal composing on Chinese EFL learners’ writing performance: a quasi-experimental study Journal article
Yiqin Xu. Investigating the effects of digital multimodal composing on Chinese EFL learners’ writing performance: a quasi-experimental study[J]. Computer Assisted Language Learning, 2023, 36(4), 785 - 805.
Authors:  Yiqin Xu
Favorite | TC[WOS]:9 TC[Scopus]:14  IF:6.0/6.8 | Submit date：2022/05/13
Digital Multimodal Composing  Efl  Experimental Study  Language Learning  Writing Performance  
Single Cross-domain Semantic Guidance Network for Multimodal Unsupervised Image Translation Conference paper
Lan,Jiaying, Cheng,Lianglun, Huang,Guoheng, Pun,Chi Man, Yuan,Xiaochen, Lai,Shangyu, Liu,Hong Rui, Ling,Wing Kuen. Single Cross-domain Semantic Guidance Network for Multimodal Unsupervised Image Translation[C], 2023, 165-177.
Authors:  Lan,Jiaying;  Cheng,Lianglun;  Huang,Guoheng;  Pun,Chi Man;  Yuan,Xiaochen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1 | Submit date：2023/08/03
Multimodal Image Translation  Semantic Guidance  Unsupervised Learning  
A review on multimodal machine learning in medical diagnostics Review article
2023
Authors:  Keyue Yan;  Tengyue Li;  João Alexandre Lobo Marques;  Juntao Gao;  Simon James Fong
Favorite | TC[WOS]:5 TC[Scopus]:10  IF:2.600/2.300 | Submit date：2023/08/03
Deep Learning  Machine Learning  Medical Data  Multimodal Learning  
GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition Journal article
Huang, Guoheng, He, Qin, Dai, Zihao, Zhong, Guo, Yuan, Xiaochen, Pun, Chi Man. GDN-CMCF: A Gated Disentangled Network With Cross-Modality Consensus Fusion for Multimodal Named Entity Recognition[J]. IEEE Transactions on Computational Social Systems, 2023, 11(3), 3944-3954.
Authors:  Huang, Guoheng;  He, Qin;  Dai, Zihao;  Zhong, Guo;  Yuan, Xiaochen; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:4.5/4.6 | Submit date：2024/02/22
Common Space Learning  Correlation  Feature Disentanglement  Feature Extraction  Logic Gates  Multimodal Named Entity Recognition (Mner)  Semantics  Social Networking (Online)  Task Analysis  Visualization  
A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification Journal article
Peng Lin, Kejiang Ye, Yishen Hu, Yanying Lin, Cheng Zhong Xu. A Novel Multimodal Deep Learning Framework for Encrypted Traffic Classification[J]. IEEE-ACM TRANSACTIONS ON NETWORKING, 2022, 31(3), 1369-1384.
Authors:  Peng Lin;  Kejiang Ye;  Yishen Hu;  Yanying Lin;  Cheng Zhong Xu
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:3.0/3.6 | Submit date：2023/01/30
Cryptography  Deep Learning  Encrypted Traffic Classification  Encryption  Feature Extraction  Markov Processes  Multimodal Learning  Network Security  Protocols  Quality Of Service  Servers