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Discriminable multi-label attribute selection for pre-course student performance prediction Journal article
Yang, Jie, Hu, Shimin, Wang, Qichao, Fong, Simon. Discriminable multi-label attribute selection for pre-course student performance prediction[J]. Entropy, 2021, 23(10).
Authors:  Yang, Jie;  Hu, Shimin;  Wang, Qichao;  Fong, Simon
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:2.1/2.2 | Submit date：2021/12/08
Educational Data Mining  Academic Early Warning System  Student Performance Prediction  Multi-label Learning  Attribute Selection  
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity Journal article
Hu, Shimin, Fong, Simon, Song, Wei, Cho, Kyungeun, Millham, Richard C., Fiaidhi, Jinan. Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity[J]. Computing, 2021, 103(7), 1519-1543.
Authors:  Hu, Shimin;  Fong, Simon;  Song, Wei;  Cho, Kyungeun;  Millham, Richard C.; et al.
Favorite | TC[WOS]:3 TC[Scopus]:3  IF:3.3/2.8 | Submit date：2021/12/08
Assisted Living  Extreme Connectivity  Forecasting  Human Activity Recognition  Iot Data Analysis  Regression  
Modelling dynamics of coronavirus disease 2019 spread for pandemic forecasting based on Simulink Journal article
Liu, Xian Xian, Hu, Shimin, Fong, Simon James, Crespo, Rubén González, Herrera-Viedma, Enrique. Modelling dynamics of coronavirus disease 2019 spread for pandemic forecasting based on Simulink[J]. Physical Biology, 2021, 18(4), 045003.
Authors:  Liu, Xian Xian;  Hu, Shimin;  Fong, Simon James;  Crespo, Rubén González;  Herrera-Viedma, Enrique
Favorite | TC[WOS]:4 TC[Scopus]:7  IF:2.0/1.7 | Submit date：2021/12/08
Novel Coronavirus  Asymptomatic Cases  Process Simulation  Epidemiology  Seaird  Simulink  
Fast and accurate terrain image classification for ASTER remote sensing by data stream mining and evolutionary-EAC instance-learning-based algorithm Other
2021-03-02
Authors:  Hu, Shimin;  Fong, Simon;  Yang, Lili;  Yang, Shuang Hua;  Dey, Nilanjan; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4 | Submit date：2021/12/07
Aster  Data Stream Mining  Evolutionary Computing  Feature Selection  Remote Sensing  
A novel sensor data pre-processing methodology for the internet of things using anomaly detection and transfer-by-subspace-similarity transformation Journal article
Yan Zhong, Simon Fong, Shimin Hu, Raymond Wong, Weiwei Lin. A novel sensor data pre-processing methodology for the internet of things using anomaly detection and transfer-by-subspace-similarity transformation[J]. Sensors, 2019, 19(20), 4536.
Authors:  Yan Zhong;  Simon Fong;  Shimin Hu;  Raymond Wong;  Weiwei Lin
Favorite | TC[WOS]:9 TC[Scopus]:13  IF:3.4/3.7 | Submit date：2021/03/09
Internet Of Things  Sensor Data  Preprocessing  Subspace Similarity  
Similarity majority under-sampling technique for easing imbalanced classification problem Conference paper
Jinyan Li, Simon Fong, Shimin Hu, Raymond K. Wong, Sabah Mohammed. Similarity majority under-sampling technique for easing imbalanced classification problem[C], 2018, 3-23.
Authors:  Jinyan Li;  Simon Fong;  Shimin Hu;  Raymond K. Wong;  Sabah Mohammed
Favorite | TC[WOS]:2 TC[Scopus]:2 | Submit date：2019/02/13
Imbalanced Classification  Under-sampling  Similarity Measure  Smute  
Rare event prediction using similarity majority under-sampling technique Conference paper
Jinyan Li, Simon Fong, Shimin Hu, Victor W. Chu, Raymond K. Wong, Sabah Mohammed, Nilanjan Dey. Rare event prediction using similarity majority under-sampling technique[C], 2017, 23-39.
Authors:  Jinyan Li;  Simon Fong;  Shimin Hu;  Victor W. Chu;  Raymond K. Wong; et al.
Favorite | TC[Scopus]:5 | Submit date：2019/02/13
Imbalanced Classification  Under-sampling  Similarity Measure  Smute  
Longitudinal ambient mobile sensor monitoring for TCM-oriented healthcare assessments: Framework, challenges and applications Conference paper
Simon Fong, Yan Zhuang, Shimin Hu, Wei Song, Liansheng Liu, Luiz Abel Moutinho. Longitudinal ambient mobile sensor monitoring for TCM-oriented healthcare assessments: Framework, challenges and applications[C], 2017, 1087-1094.
Authors:  Simon Fong;  Yan Zhuang;  Shimin Hu;  Wei Song;  Liansheng Liu; et al.
Favorite | TC[WOS]:3 TC[Scopus]:4 | Submit date：2019/02/13
Healthcare Application  Data Mining  Mobile Apps  
On recognizing abnormal human behaviours by data stream mining with misclassified recalls Conference paper
Simon Fong, Shimin Hu, Wei Song, Kyungeun Cho, Raymond K. Wong, Sabah Mohammed. On recognizing abnormal human behaviours by data stream mining with misclassified recalls[C], 2017, 1129-1135.
Authors:  Simon Fong;  Shimin Hu;  Wei Song;  Kyungeun Cho;  Raymond K. Wong; et al.
Favorite | TC[WOS]:2 TC[Scopus]:3 | Submit date：2019/02/13
Human Activity Recognition  Data Stream Mining  Classification  
Modeling and simulating a smart information-based real estate online platform Conference paper
Hu, Shimin, Li, Qing, Fong, S, Fiaidhi, J. Modeling and simulating a smart information-based real estate online platform[C], SARA BURGERHARTSTRAAT 25, PO BOX 211, 1000 AE AMSTERDAM, NETHERLANDS:ELSEVIER SCIENCE BV, 2017, 339-347.
Authors:  Hu, Shimin;  Li, Qing;  Fong, S;  Fiaidhi, J
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2018/10/30
Real Estate  E-commerce  O2o  Social Media  Collaborative Economy  Bpr Software  Competitive Advantages