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Neighbor Distribution Learning for Minority Class Augmentation Journal article
Zhou, Mengting, Gong, Zhiguo. Neighbor Distribution Learning for Minority Class Augmentation[J]. IEEE Transactions on Knowledge and Data Engineering, 2024, 36(12), 8901-8913.
Authors:  Zhou, Mengting;  Gong, Zhiguo
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:8.9/8.8 | Submit date：2024/09/03
Training  Topology  Graph Neural Networks  Data Models  Accuracy  Task Analysis  Image Color Analysis  Class-imbalanced Learning  Data Mining  Node Classification  
Few-shot image classification via hybrid representation Journal article
Liu, Bao Di, Shao, Shuai, Zhao, Chunyan, Xing, Lei, Liu, Weifeng, Cao, Weijia, Zhou, Yicong. Few-shot image classification via hybrid representation[J]. Pattern Recognition, 2024, 155, 110640.
Authors:  Liu, Bao Di;  Shao, Shuai;  Zhao, Chunyan;  Xing, Lei;  Liu, Weifeng; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:7.5/7.6 | Submit date：2024/07/04
Few-shot Image Classification  Shared Representation  Specific Representation  
Abnormal trial-to-trial variability in P300 time-varying directed eeg network of schizophrenia Journal article
Yi, Chanlin, Li, Fali, Wang, Jiuju, Li, Yuqin, Zhang, Jiamin, Chen, Wanjun, Jiang, Lin, Yao, Dezhong, Xu, Peng, He, Baoming, Dong, Wentian. Abnormal trial-to-trial variability in P300 time-varying directed eeg network of schizophrenia[J]. MEDICAL & BIOLOGICAL ENGINEERING & COMPUTING, 2024, 62(11), 3327-3341.
Authors:  Yi, Chanlin;  Li, Fali;  Wang, Jiuju;  Li, Yuqin;  Zhang, Jiamin; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:2.6/2.7 | Submit date：2024/07/04
Trial-to-trial Variability  Time-varying Directed Networks  P300  Schizophrenia  Classification  
Adversarial de-overlapping learning machines for supervised and semi-supervised learning Journal article
Sun, Yichen, Vong, Chi Man, Wang, Shitong. Adversarial de-overlapping learning machines for supervised and semi-supervised learning[J]. International Journal of Machine Learning and Cybernetics, 2024.
Authors:  Sun, Yichen;  Vong, Chi Man;  Wang, Shitong
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.1/3.6 | Submit date：2024/11/05
Class Overlapping  Imbalanced Classification  Random Fourier Features  Semi-supervised Learning  
Module-based graph pooling for graph classification Journal article
Deng, Sucheng, Yang, Geping, Yang, Yiyang, Gong, Zhiguo, Chen, Can, Chen, Xiang, Hao, Zhifeng. Module-based graph pooling for graph classification[J]. Pattern Recognition, 2024, 154, 110606.
Authors:  Deng, Sucheng;  Yang, Geping;  Yang, Yiyang;  Gong, Zhiguo;  Chen, Can; et al.
Favorite | TC[WOS]:1 TC[Scopus]:1  IF:7.5/7.6 | Submit date：2024/06/05
Graph Classification  Graph Neural Network  Graph Pooling  
Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification Journal article
Li, Xiaohong, Huang, Guoheng, Cheng, Lianglun, Zhong, Guo, Liu, Weihuang, Chen, Xuhang, Cai, Muyan. Cross-domain visual prompting with spatial proximity knowledge distillation for histological image classification[J]. Journal of Biomedical Informatics, 2024, 158, 104728.
Authors:  Li, Xiaohong;  Huang, Guoheng;  Cheng, Lianglun;  Zhong, Guo;  Liu, Weihuang; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:4.0/7.4 | Submit date：2024/10/10
Cross-domain Visual Prompting  Dynamic Learnable Temperature  Histological Image Classification  Knowledge Distillation  Spatial Proximity  
NEMO: A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy Journal article
Michiel Spape, Kalle Mäkelä, Tuukka Ruotsalo. NEMO: A Database for Emotion Analysis Using Functional Near-infrared Spectroscopy[J]. IEEE Transactions on Affective Computing, 2024, 15(3), 1166-1177.
Authors:  Michiel Spape;  Kalle Mäkelä;  Tuukka Ruotsalo
Adobe PDF | Favorite | TC[WOS]:0 TC[Scopus]:0  IF:9.6/11.0 | Submit date：2024/08/30
Affective Computing  Emotion Classification  Fnirs  Functional Near-infrared Spectroscopy  Pattern Classification  Signal Processing  
Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams Journal article
Xie, Bochen, Deng, Yongjian, Shao, Zhanpeng, Xu, Qingsong, Li, Youfu. Event Voxel Set Transformer for Spatiotemporal Representation Learning on Event Streams[J]. IEEE Transactions on Circuits and Systems for Video Technology, 2024.
Authors:  Xie, Bochen;  Deng, Yongjian;  Shao, Zhanpeng;  Xu, Qingsong;  Li, Youfu
Favorite | TC[Scopus]:0  IF:8.3/7.1 | Submit date：2024/09/03
Event Camera  Neuromorphic Vision  Attention Mechanism  Object Classification  Action Recognition  
BERT-based transfer learning in tacit knowledge externalization: A study case of history teachers Journal article
Li, Guang, Zhu, Linkai, Liu, Fangfang, Cai, Zhiming, Wang, Yiyun, Gao, Ruichen. BERT-based transfer learning in tacit knowledge externalization: A study case of history teachers[J]. Learning and Motivation, 2024, 87, 102009.
Authors:  Li, Guang;  Zhu, Linkai;  Liu, Fangfang;  Cai, Zhiming;  Wang, Yiyun; et al.
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:1.7/1.7 | Submit date：2024/08/05
Classification  Tacit Knowledge Externalization  Transfer Learning  
Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法 Journal article
Cheng, Shi, Ying, Liu, Minghua, Zhao, Qiguang, Miao, Chi-Man, Pun. Contrastive semi-supervised adversarial training method for hyperspectral image classification networks 面向高光谱图像分类网络的对比半监督对抗训练方法[J]. Journal of Image and Graphics, 2024, 29(7), 1861-1874.
Authors:  Cheng, Shi;  Ying, Liu;  Minghua, Zhao;  Qiguang, Miao;  Chi-Man, Pun
Favorite | TC[Scopus]:0 | Submit date：2024/09/03
Adversarial Attack  Adversarial Defense  Deep Neural Network  Hyperspectral Image Classification  Semi-supervised Learning