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All-People-Test-Based Methods for COVID-19 Infectious Disease Dynamics Simulation Model: Towards Citywide COVID Testing Journal article
Liu, Xian Xian, Yang, Jie, Fong, Simon, Dey, Nilanjan, Millham, Richard C., Fiaidhi, Jinan. All-People-Test-Based Methods for COVID-19 Infectious Disease Dynamics Simulation Model: Towards Citywide COVID Testing[J]. International Journal of Environmental Research and Public Health, 2022, 19(17), 10959.
Authors:  Liu, Xian Xian;  Yang, Jie;  Fong, Simon;  Dey, Nilanjan;  Millham, Richard C.; et al.
Favorite | TC[WOS]:5 TC[Scopus]:6 | Submit date:2022/09/30
Covid-19 Sampling Pooling  Mobile App Precise Tracking Technology  Setpg (a + i) Rd + Apt Model  Transmission Dynamics  
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
Li, Tengyue, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Guan, Steven, Chang, Victor. 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[J]. Future Generation Computer Systems-The International Journal of eScience, 2022, 133, 10-22.
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven; et al.
Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.2/5.9 | Submit date:2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
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 learni Journal article
Li, Tengyue, Fong, Simon, Mohammed, Sabah, Fiaidhi, Jinan, Guan, Steven, Chang, Victor. 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 learni[J]. Future Generation Computer Systems, 2022, 133(1), 10-22.
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven; et al.
Adobe PDF | Favorite | TC[WOS]:2 TC[Scopus]:2  IF:6.2/5.9 | Submit date:2022/08/31
Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  Radiological Images Recognition  
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  
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  
Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice Conference paper
Fiaidhi, Jinan, Mohammed, Sabah, Fong, Simon. Orchestration of Thick Data Analytics Based on Conversational Workflows in Healthcare Community of Practice[C], 2020, 4859-4865.
Authors:  Fiaidhi, Jinan;  Mohammed, Sabah;  Fong, Simon
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date:2022/09/30
Community Of Practice  Node-red  Social LearnIng In Healthcare  Thick Data Analytics  Workflows  
White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis Journal article
Tengyue Li, Simon Fong, Lian-Sheng Liu, Xin-She Yang, Xingshi He, Jinan Fiaidhi, Sabah Mohammed. White Learning: A White-Box Data Fusion Machine Learning Framework for Extreme and Fast Automated Cancer Diagnosis[J]. IT Professional, 2019, 21(5), 71-77.
Authors:  Tengyue Li;  Simon Fong;  Lian-Sheng Liu;  Xin-She Yang;  Xingshi He; et al.
Favorite | TC[WOS]:5 TC[Scopus]:4  IF:2.2/2.5 | Submit date:2021/03/09
Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment Journal article
Tengyue Li, Simon Fong, Richard C. Millham, Jinan Fiaidhi, Sabah Mohammed. Fast incremental learning with swarm decision table and stochastic feature selection in an IoT extreme automation environment[J]. IT Professional, 2019, 21(2), 14-26.
Authors:  Tengyue Li;  Simon Fong;  Richard C. Millham;  Jinan Fiaidhi;  Sabah Mohammed
Favorite | TC[WOS]:3 TC[Scopus]:4  IF:2.2/2.5 | Submit date:2021/03/09
Experimenting with clojure on extracting medication information from clinical narratives Conference paper
Sami Mohammed, Sabah Mohammed, Jinan Fiaidhi, Tengyue Li, Simon Fong. Experimenting with clojure on extracting medication information from clinical narratives[C]:ASSOC COMPUTING MACHINERY, 1515 BROADWAY, NEW YORK, NY 10036-9998 USA, 2018, 119-122.
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
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