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Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning Journal article
Li, Tengyue, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Guan, Steven, Chang, Victor. Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learning[J]. Future Generation Computer Systems-The International Journal of eScience, 2022, 133, 10-22.
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.2/5.9 | Submit date：2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni Journal article
Li, Tengyue, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Guan, Steven, Chang, Victor. Empowering multi-class medical data classification by Group-of-Single-Class-predictors and transfer optimization: Cases of structured dataset by machine learning and radiological images by deep learni[J]. Future Generation Computer Systems, 2022, 133(1), 10-22.
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven; et al.
Adobe PDF | Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.2/5.9 | Submit date：2022/08/31
Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
Real-Time Multi-Class Disturbance Detection for Φ-OTDR Based on YOLO Algorithm Journal article
Xu, Weijie, Yu, Feihong, Liu, Shuaiqi, Xiao, Dongrui, Hu, Jie, Zhao, Fang, Lin, Weihao, Wang, Guoqing, Shen, Xingliang, Wang, Weizhi, Wang, Feng, Liu, Huanhuan, Shum, Perry Ping, Shao, Liyang. Real-Time Multi-Class Disturbance Detection for Φ-OTDR Based on YOLO Algorithm[J]. Sensors, 2022, 22(5), 1994.
Authors:  Xu, Weijie;  Yu, Feihong;  Liu, Shuaiqi;  Xiao, Dongrui;  Hu, Jie; et al.
Favorite | TC[WOS]:19 TC[Scopus]:28  IF:3.4/3.7 | Submit date：2022/03/28
Distributed Fiber Sensing  Multi-class Classification  Object Detection  Real-time Detection  Yolo  Φ-otdr  
Disturbance recognition for F-OTDR based on Faster-RCNN Conference paper
Wei-Jie Xu, Shuaiqi Liu, Fei-Hong Yu, Liyang Shao. Disturbance recognition for F-OTDR based on Faster-RCNN[C]:SPIE, 2022, 121694U.
Authors:  Wei-Jie Xu;  Shuaiqi Liu;  Fei-Hong Yu;  Liyang Shao
Favorite | TC[Scopus]:1 | Submit date：2022/05/17
Distributed Fiber Sensing  Disturbance Recognition  F-otdr  Faster-rcnn  Multi-class Classification  
Surface Recognition via Force-Sensory Walking-Pattern Classification for Biped Robot Journal article
Luo, Aiwen, Bhattacharya, Sandip, Dutta, Sunandan, Ochi, Yoshihiro, Miura-Mattausch, Mitiko, Weng, Jian, Zhou, Yicong, Mattausch, Hans J.. Surface Recognition via Force-Sensory Walking-Pattern Classification for Biped Robot[J]. IEEE Sensors Journal, 2021, 21(8), 10061-10072.
Authors:  Luo, Aiwen;  Bhattacharya, Sandip;  Dutta, Sunandan;  Ochi, Yoshihiro;  Miura-Mattausch, Mitiko; et al.
Favorite | TC[WOS]:9 TC[Scopus]:11  IF:4.3/4.2 | Submit date：2021/12/07
Biped Robot  Force Sensor  Multi-class Svm  Surface Recognition  Walking-pattern Classification  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Luo,Jiahua, Wong,Chi Man, Vong,Chi Man. Multinomial Bayesian extreme learning machine for sparse and accurate classification model[J]. NEUROCOMPUTING, 2021, 423, 24-33.
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
Favorite | TC[WOS]:14 TC[Scopus]:17  IF:5.5/5.5 | Submit date：2021/03/11
Extreme Learning Machine  Multi-class Classification  Multinomial Distribution  Sparse Bayesian  Sparse Learning  
Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Luo, J.H., WONG, C.M., Vong, C. M.. Multinomial Bayesian extreme learning machine for sparse and accurate classification model[J]. Neurocomputing (SCI-E), 2021, 24-33.
Authors:  Luo, J.H.;  WONG, C.M.;  Vong, C. M.
Favorite |   IF:5.5/5.5 | Submit date：2022/08/09
Extreme learning machine  Sparse Bayesian  Multi-class classification  Sparse learning  Multinomial distribution  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Vong, C. M., Du, J.. Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data[J]. Neural Networks (SCI-E), 2020, 268-278.
Authors:  Vong, C. M.;  Du, J.
Favorite |   IF:6.0/7.9 | Submit date：2022/08/09
Sequential Ensemble Learning  Multi-class Classification  Highly Imbalanced Data  
Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data Journal article
Vong,Chi Man, Du,Jie. Accurate and efficient sequential ensemble learning for highly imbalanced multi-class data[J]. NEURAL NETWORKS, 2020, 128, 268-278.
Authors:  Vong,Chi Man;  Du,Jie
Favorite | TC[WOS]:30 TC[Scopus]:35  IF:6.0/7.9 | Submit date：2021/03/11
Highly Imbalanced Data  Multi-class Classification  Sequential Ensemble Learning  
Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier Journal article
Shu,Ting, Zhang,Bob, Tang,Yuan Yan. Multi-View Classification via a Fast and Effective Multi-View Nearest-Subspace Classifier[J]. IEEE Access, 2019, 7, 49669-49679.
Authors:  Shu,Ting;  Zhang,Bob;  Tang,Yuan Yan
Favorite | TC[WOS]:15 TC[Scopus]:18  IF:3.4/3.7 | Submit date：2021/03/11
Adaption Model  Classification Algorithm  Multi-view Data  Nearest-subspace Classifier  View Similarity  View-dependent Class Separability