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White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tengyue Li;  Simon Fong;  Shirley W.I. Siu;  Xin-she Yang;  Lian-Sheng Liu;  Sabah Mohammed
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Data Mining Methodology  Deep Learning  Bayesian Network  Radiological Data Analysis  
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
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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
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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
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Clinical Narratives  Medication Information Extraction  Opennlp  Clojure  
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
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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
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Imbalanced Classification  Under-sampling  Similarity Measure  Smute  
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
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Swarm Intelligence Algorithms  Dynamic Multi-objective  Big Highly Imbalanced Dataset  Binary Classification  Rebalancing Algorithm  
Cross entropy method based hybridization of dynamic group optimization algorithm Journal article
Entropy, 2017,Volume: 19,Issue: 10
Authors:  Rui Tang;  Simon Fong;  Nilanjan Dey;  Raymond K. Wong;  Sabah Mohammed
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Entropy-based  Meta-heuristics  Dynamic Group Optimization 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
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