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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
Future Generation Computer Systems, 2022,Volume: 133,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Algorithm  Classification model training  Deep learning  Machine learning  Medical dataset  Multi-class classification  Parameter optimization  Radiological images recognition  
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]:1 TC[Scopus]:0 | 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]:0 TC[Scopus]:0 | Submit date:2021/12/07
Aster  Data Stream Mining  Evolutionary Computing  Feature Selection  Remote Sensing  
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis Journal article
IT Professional, 2019,Volume: 21,Issue: 5,Page: 71-77
Authors:  Tengyue Li;  Simon Fong;  Lian-Sheng Liu;  Xin-She Yang;  Xingshi He;  Jinan Fiaidhi;  Sabah Mohammed
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment Journal article
IT Professional, 2019,Volume: 21,Issue: 2,Page: 14-26
Authors:  Tengyue Li;  Simon Fong;  Richard C. Millham;  Jinan Fiaidhi;  Sabah Mohammed
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2021/03/09
Experimenting with clojure on extracting medication information from clinical narratives Conference paper
BDIOT 2018: Proceedings of the 2018 2nd International Conference on Big Data and Internet of Things, Beijing China, 24 October, 2018- 26 October, 2018
Authors:  Sami Mohammed;  Sabah Mohammed;  Jinan Fiaidhi;  Tengyue Li;  Simon Fong
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/03/09
Clinical Narratives  Medication Information Extraction  Opennlp  Clojure  
A suite of swarm dynamic multi-objective algorithms for rebalancing extremely imbalanced datasets Journal article
Applied Soft Computing, 2017,Volume: 69,Page: 784-805
Authors:  Jinyan Li;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Yunsick Sung
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2021/03/09
Swarm Intelligence Algorithms  Dynamic Multi-objective  Big Highly Imbalanced Dataset  Binary Classification  Rebalancing Algorithm  
Managing Diabetes Therapy through Datastream Mining Journal article
IT PROFESSIONAL, 2017,Volume: 19,Issue: 5,Page: 50-57
Authors:  Simon Fong;  Jinan Fiaidhi;  Sabah Mohammed;  Luiz A.M. Moutinho
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/10/30
Adaptive Swarm Balancing Algorithms for rare-event prediction in imbalanced healthcare data Journal article
PLOS ONE, 2017,Volume: 12,Issue: 7
Authors:  Jinyan Li;  Lian-sheng Liu;  Simon Fong;  Raymond K. Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Yunsick Sung;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:13 TC[Scopus]:18 | Submit date:2018/10/30
Robust high-dimensional bioinformatics data streams mining by ODR-ioVFDT Journal article
Scientific Reports, 2017,Volume: 7
Authors:  Dantong Wang;  Simon Fong;  Raymond K.Wong;  Sabah Mohammed;  Jinan Fiaidhi;  Kelvin K. L.Wong
Favorite |  | TC[WOS]:26 TC[Scopus]:10 | Submit date:2019/02/13