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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  
Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising Journal article
Ma, Ruijun, Zhang, Yaoxuan, Zhang, Bob, Fang, Leyuan, Huang, Dong, Qi, Long. Learning Attention in the Frequency Domain for Flexible Real Photograph Denoising[J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2024, 33, 3707-3721.
Authors:  Ma, Ruijun;  Zhang, Yaoxuan;  Zhang, Bob;  Fang, Leyuan;  Huang, Dong; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6  IF:10.8/12.1 | Submit date：2024/07/04
Frequency Attention  Generalization Capability  Neural Network  Real Photograph Denoising  
Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation Journal article
Xie, Runshan, Vong, Chi Man, Wang, Shitong. Doubly Interpretable Fuzzy Apriori Classifier by Successive Stacking and One-step Wide Calculation[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2024, 32(4), 1653-1667.
Authors:  Xie, Runshan;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.7/9.7 | Submit date：2024/02/22
Double Interpretability (Di)  Fuzzy Apriori-based Classifiers  Generalization Capability  Hybrid Ensemble Structure  
Multiple-environment Self-adaptive Network for aerial-view geo-localization Journal article
Wang, Tingyu, Zheng, Zhedong, Sun, Yaoqi, Yan, Chenggang, Yang, Yi, Chua, Tat Seng. Multiple-environment Self-adaptive Network for aerial-view geo-localization[J]. Pattern Recognition, 2024, 152, 110363.
Authors:  Wang, Tingyu;  Zheng, Zhedong;  Sun, Yaoqi;  Yan, Chenggang;  Yang, Yi; et al.
Favorite | TC[WOS]:4 TC[Scopus]:8  IF:7.5/7.6 | Submit date：2024/04/10
Cross-view Geo-localization  Deep Learning  Image Retrieval  Multi-platform Collaboration  Multi-source Domain Generalization  
Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization Journal article
Hua, Hang, Li, Xingjian, Dou, Dejing, Xu, Cheng Zhong, Luo, Jiebo. Improving Pretrained Language Model Fine-Tuning With Noise Stability Regularization[J]. IEEE Transactions on Neural Networks and Learning Systems, 2023, 1-15.
Authors:  Hua, Hang;  Li, Xingjian;  Dou, Dejing;  Xu, Cheng Zhong;  Luo, Jiebo
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:10.2/10.4 | Submit date：2024/02/22
Domain Generalization  Fine-tuning  In-domain Generalization  Pretrained Language Models (Plms)  Regularization  
A Closer Look at Classifier in Adversarial Domain Generalization Conference paper
Wang, Ye, Chen, Junyang, Wang, Mengzhu, Li, Hao, Wang, Wei, Su, Houcheng, Lai, Zhihui, Wang, Wei, Chen, Zhenghan. A Closer Look at Classifier in Adversarial Domain Generalization[C]:Association for Computing Machinery, Inc, 2023, 280-289.
Authors:  Wang, Ye;  Chen, Junyang;  Wang, Mengzhu;  Li, Hao;  Wang, Wei; et al.
Favorite | TC[WOS]:0 TC[Scopus]:3 | Submit date：2024/01/10
Condition-invariant Features  Domain Generalization  Smoothing Optima  
Internally & Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. Internally & Generatively Decorrelated Ensemble of First-Order Takagi-Sugeno-Kang Fuzzy Regressors With Quintuply Diversity Guarantee[J]. IEEE Transactions on Fuzzy Systems, 2023, 32(3), 1288-1302.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:10.7/9.7 | Submit date：2024/02/22
First-order Takagi–sugeno–kang (Tsk) Fuzzy Regressor  Full Interpretability  Generalization Capability  Quintuply Diversity Guarantee  Wide-ensemble Learning  
Generalization capacity of multi-class SVM based on Markovian resampling Journal article
Dong,Zijie, Xu,Chen, Xu,Jie, Zou,Bin, Zeng,Jingjing, Tang,Yuan Yan. Generalization capacity of multi-class SVM based on Markovian resampling[J]. Pattern Recognition, 2023, 142, 109720.
Authors:  Dong,Zijie;  Xu,Chen;  Xu,Jie;  Zou,Bin;  Zeng,Jingjing; et al.
Favorite | TC[WOS]:1 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2023/08/03
Generalization Bound  Learning Rate  Markovian Resampling  Msvm  
The default-interventionist model underlies premise typicality weakening the premise diversity effect during category-based induction: Event-related potentials evidence Journal article
Lijie Lu, Jiyue Yang, Rui Shu, Changquan Long. The default-interventionist model underlies premise typicality weakening the premise diversity effect during category-based induction: Event-related potentials evidence[J]. Scandinavian Journal of Psychology, 2022, 64(3), 325-338.
Authors:  Lijie Lu;  Jiyue Yang;  Rui Shu;  Changquan Long
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.8/2.5 | Submit date：2023/07/27
Fn400  Frontal Post-n400-positivity (F-pnp)  Generalization  P2  Reasoning  
A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization Journal article
Zhou, Erhao, Vong, Chi Man, Nojima, Yusuke, Wang, Shitong. A Fully Interpretable First-order TSK Fuzzy System and Its Training with Negative Entropic and Rule-stability-based Regularization[J]. IEEE TRANSACTIONS ON FUZZY SYSTEMS, 2022, 31(7), 2305 - 2319.
Authors:  Zhou, Erhao;  Vong, Chi Man;  Nojima, Yusuke;  Wang, Shitong
Favorite | TC[WOS]:10 TC[Scopus]:14  IF:10.7/9.7 | Submit date：2023/01/30
Entropic And Rule-stability-based Regularizer  First-order Takagi-sugeno-kang (Tsk) Fuzzy System  Fuzzy Rules  Gaussian Mixture Model (Gmm)  Generalization Performance  Interpretability