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Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System Journal article
Jintao Huang, Chi Man Vong, Guangtai Wang, Wenbin Qian, Yimin Zhou, C. L.Philip Chen. Joint Label Enhancement and Label Distribution Learning Via Stacked Graph Regularization-Based Polynomial Fuzzy Broad Learning System[J]. IEEE Transactions on Fuzzy Systems, 2023, 31(9), 3290-3304.
Authors:  Jintao Huang;  Chi Man Vong;  Guangtai Wang;  Wenbin Qian;  Yimin Zhou; et al.
Favorite | TC[WOS]:8 TC[Scopus]:11  IF:10.7/9.7 | Submit date：2023/08/03
Broad Learning System  Classification Algorithms  Correlation  Feature Extraction  Graph Regularization  Label Ambiguity  Label Distribution Learning  Label Enhancement  Learning Systems  Task Analysis  Technological Innovation  Training  
Joint Augmented and Compressed Dictionaries for Robust Image Classification Journal article
Shaoning Zeng, Yunbo Rao, Bob Zhang, Yong Xu. Joint Augmented and Compressed Dictionaries for Robust Image Classification[J]. ACM Transactions on Multimedia Computing Communications and Applications, 2023, 19(3), 1–24.
Authors:  Shaoning Zeng;  Yunbo Rao;  Bob Zhang;  Yong Xu
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:5.2/4.9 | Submit date：2023/11/10
Classification And Regression  Inference Algorithms  Supervised Learning  Machine Learning  
Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification Journal article
Meng Xiao, Ziyue Qiao, Yanjie Fu, Hao Dong, Yi Du, Pengyang Wang, Hui Xiong, Yuanchun Zhou. Hierarchical Interdisciplinary Topic Detection Model for Research Proposal Classification[J]. IEEE Transactions on Knowledge and Data Engineering, 2023, 35(9), 9685-9699.
Authors:  Meng Xiao;  Ziyue Qiao;  Yanjie Fu;  Hao Dong;  Yi Du; et al.
Favorite | TC[WOS]:3 TC[Scopus]:7  IF:8.9/8.8 | Submit date：2023/07/18
Natural Language Processing  Classification Algorithms  
Real-time and Cost-effective Smart Mat System based on Frequency Channel Selection for Sleep Posture Recognition in IoMT Journal article
Diao, Haikang, Chen, Chen, Liu, Xiangyu, Yuan, Wei, Amara, Amara, Tamura, Toshiyo, Lo, Benny, Fan, Jiahao, Meng, Long, Pun, Sio Hang, Zhang, Yuan Ting, Chen, Wei. Real-time and Cost-effective Smart Mat System based on Frequency Channel Selection for Sleep Posture Recognition in IoMT[J]. IEEE Internet of Things Journal, 2022, 9(21), 21421-21431.
Authors:  Diao, Haikang;  Chen, Chen;  Liu, Xiangyu;  Yuan, Wei;  Amara, Amara; et al.
Favorite | TC[WOS]:5 TC[Scopus]:7  IF:8.2/9.0 | Submit date：2022/08/05
Classification Algorithms  Complexity Theory  Data Acquisition  Embedded Systems  Frequency Channel Selection  Iomt  Low-cost  Medical Services  Real-time  Real-time Systems  Sleep Apnea  Sleep Posture Recognition  Smart Mat System  
Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms Journal article
Arpaci, Ibrahim, Huang, Shigao, Al-Emran, Mostafa, Al-Kabi, Mohammed N., Peng, Minfei. Predicting the COVID-19 infection with fourteen clinical features using machine learning classification algorithms[J]. Multimedia Tools and Applications, 2021, 80(8), 11943-11957.
Authors:  Arpaci, Ibrahim;  Huang, Shigao;  Al-Emran, Mostafa;  Al-Kabi, Mohammed N.;  Peng, Minfei
Favorite | TC[WOS]:49 TC[Scopus]:75  IF:3.0/2.9 | Submit date：2021/12/07
Classification Algorithms  Covid-19  Diagnosis  Machine Learning  Novel Coronavirus  Prediction  
Trajectory data classification: a review Journal article
Bian, Jiang, Tian, Dayong, Tang, Yuanyan, Tao, Dacheng. Trajectory data classification: a review[J]. ACM Transactions on Intelligent Systems and Technology, 2019, 10(4).
Authors:  Bian, Jiang;  Tian, Dayong;  Tang, Yuanyan;  Tao, Dacheng
Favorite | TC[WOS]:34 TC[Scopus]:39  IF:7.2/8.5 | Submit date：2022/05/17
Classification Algorithms  Object Movement  Review  Trajectory Classification  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Jinyan Li, Simon Fong, Raymond K. Wong, Sabah Mohammed, Jinan Fiaidhi, Yunsick Sung. A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets[J]. Applied Soft Computing, 2017, 69, 784-805.
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:7.2/7.0 | Submit date：2021/03/09
Swarm Intelligence Algorithms  Dynamic Multi-objective  Big Highly Imbalanced Dataset  Binary Classification  Rebalancing Algorithm  
Diabetes Therapy Prognosis through Data Stream Mining Methods and Techniques Conference paper
Dana Wang, Simon Fong, Seoungjae Cho, Kyungeun Cho, Yongwoon Park. Diabetes Therapy Prognosis through Data Stream Mining Methods and Techniques[C], 2016, 127-132.
Authors:  Dana Wang;  Simon Fong;  Seoungjae Cho;  Kyungeun Cho;  Yongwoon Park
Favorite | TC[Scopus]:0 | Submit date：2019/02/13
Diabetes Therapy  Insulin Mellitus  Classification Algorithms  Data Stream Mining  
A new framework of simultaneous-fault diagnosis using pairwise probabilistic multi-label classification for time-dependent patterns Journal article
Chi-Man Vong, Wong, Pak Kin, Weng-Fai Ip. A new framework of simultaneous-fault diagnosis using pairwise probabilistic multi-label classification for time-dependent patterns[J]. IEEE Transactions on Industrial Electronics, 2013, 60(8), 3372-3385.
Authors:  Chi-Man Vong;  Wong, Pak Kin;  Weng-Fai Ip
Favorite | TC[WOS]:62 TC[Scopus]:70  IF:7.5/8.0 | Submit date：2018/10/30
Automotive Applications  Fault Diagnosis  Feature Extraction  Genetic Algorithms (Ga)  Ignition  Internal Combustion Engines  Multiple Signal Classification  Principal Component Analysis (Pca)  Wavelet Packets  
Not Every Friend on a Social Network Can be Trusted: Classifying Imposters Using Decision Trees Conference paper
Simon Fong, Yan Zhuang, Jiaying He. Not Every Friend on a Social Network Can be Trusted: Classifying Imposters Using Decision Trees[C]:IEEE, 345 E 47TH ST, NEW YORK, NY 10017 USA, 2013, 58-63.
Authors:  Simon Fong;  Yan Zhuang;  Jiaying He
Favorite | TC[WOS]:5 TC[Scopus]:13 | Submit date：2019/02/13
Fake Users  Classification Algorithms  Social Network Computing