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Discriminable multi-label attribute selection for pre-course student performance prediction Journal article
Entropy, 2021,Volume: 23,Issue: 10
Authors:  Yang, Jie;  Hu, Shimin;  Wang, Qichao;  Fong, Simon
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/12/08
Academic Early Warning System  Attribute Selection  Educational Data Mining  Multi-label Learning  Student Performance Prediction  
Modelling dynamics of coronavirus disease 2019 spread for pandemic forecasting based on Simulink Journal article
Physical Biology, 2021,Volume: 18,Issue: 4
Authors:  Liu, Xian Xian;  Hu, Shimin;  Fong, Simon James;  Crespo, Rubén González;  Herrera-Viedma, Enrique
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Novel evolutionary-EAC instance-learning-based algorithm for fast data stream mining in assisted living with extreme connectivity Journal article
Computing, 2021,Volume: 103,Issue: 7,Page: 1519-1543
Authors:  Hu, Shimin;  Fong, Simon;  Song, Wei;  Cho, Kyungeun;  Millham, Richard C.;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:2 TC[Scopus]:1 | Submit date:2021/12/08
Assisted Living  Extreme Connectivity  Forecasting  Human Activity Recognition  Iot Data Analysis  Regression  
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;  Millham, Richard C.;  Fiaidhi, Jinan
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | 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
Sensors, 2019,Volume: 19,Issue: 20
Authors:  Yan Zhong;  Simon Fong;  Shimin Hu;  Raymond Wong;  Weiwei Lin
Favorite |  | TC[WOS]:5 TC[Scopus]: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
Data Mining, Melbourne, VIC, Australia, August 19-20, 2017
Authors:  Jinyan Li;  Simon Fong;  Shimin Hu;  Raymond K. Wong;  Sabah Mohammed
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2019/02/13
Imbalanced Classification  Under-sampling  Similarity Measure  Smute  
Rare event prediction using similarity majority under-sampling technique Conference paper
Soft Computing in Data Science, Yogyakarta, Indonesia, 27-28 November
Authors:  Jinyan Li;  Simon Fong;  Shimin Hu;  Victor W. Chu;  Raymond K. Wong;  Sabah Mohammed;  Nilanjan Dey
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | 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
WWW '17 Companion: Proceedings of the 26th International Conference on World Wide Web Companion, Perth, 3 April, 2017- 7 April, 2017
Authors:  Simon Fong;  Yan Zhuang;  Shimin Hu;  Wei Song;  Liansheng Liu;  Luiz Abel Moutinho
Favorite |  | TC[WOS]:1 TC[Scopus]:2 | 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
WWW '17 Companion: Proceedings of the 26th International Conference on World Wide Web Companion, Perth, 3 April, 2017- 7 April, 2017
Authors:  Simon Fong;  Shimin Hu;  Wei Song;  Kyungeun Cho;  Raymond K. Wong;  Sabah Mohammed
Favorite |  | TC[WOS]:1 TC[Scopus]:3 | Submit date:2019/02/13
Human Activity Recognition  Data Stream Mining  Classification  
Intelligent REITs in the information age Conference paper
Authors:  Hu, Shimin;  Fong, S;  Fiaidhi, J
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2018/10/30
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