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ICT Analysis and Applications Book
Switzerland:Springer, 2022
Authors:  Fong, Simon;  Dey, Nilanjan;  Joshi, Amit
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Ict  Applications  
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
Future Generation Computer Systems, 2022,Volume: 133,Issue: 1,Page: 10-22
Authors:  Li, Tengyue;  Fong, Simon;  Mohammed, Sabah;  Fiaidhi, Jinan;  Guan, Steven;  Chang, Victor
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Machine Learning  Deep Learning  Multi-class Classification  Parameter Optimization  Classification Model Training  Medical Dataset  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 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
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Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
Epidemic Analytics for Decision Supports in COVID19 Crisis Book
Switzerland:Springer, 2022
Authors:  Marques, Joao Alexandre Lobo;  Fong, Simon
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Analytics Models  Decision Support  Covid19 Crisis  Epidemiologic Models  Compartmental Simulation Models  Monte-carlo Simulation Models  Outbreak Analytics  Epidemiological Analysis  Epidemic Analytics  Coronavirus  
Predictive Models for Decision Support in the COVID-19 Crisis Book
Switzerland:Springer, 2022
Authors:  Marques, Joao Alexandre Lobo;  Gois, Francisco Nauber Bernardo;  Xavier-Neto, José;  Fong, Simon
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Predictive Models  Decision Support  Covid-19 Crisis  Epidemiologic Models  Nonlinear Filtering  Artificial Intelligence Model  Disease Tracking  Disease Prediction  Pandemic Modeling  Coronavirus  
An ambient air quality evaluation model based on improved evidence theory Journal article
Scientific Reports, 2022,Volume: 12,Issue: 1
Authors:  Sun, Qiao;  Zhang, Tong;  Wang, Xinyang;  Lin, Weiwei;  Fong, Simon;  Chen, Zhibo;  Xu, Fu;  Wu, Ling
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A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Journal of Supercomputing, 2022,Volume: 78,Issue: 5,Page: 7428-7463
Authors:  Li, Jinyan;  Wu, Yaoyang;  Fong, Simon;  Tallón-Ballesteros, Antonio J.;  Yang, Xin she;  Mohammed, Sabah;  Wu, Feng
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Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Reinforcement learning based model-free optimized trajectory tracking strategy design for an AUV Journal article
Neurocomputing, 2022,Volume: 469,Page: 289-297
Authors:  Duan, Kairong;  Fong, Simon;  Chen, C. L.Philip
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Auv  Hji Equation  Model-free  Rl Algorithm  Robust Control  
Artificial Intelligence and Machine Learning Methods in COVID-19 and Related Health Diseases Book
Switzerland:Springer, 2022
Authors:  Chang, Victor;  Kaur, Harleen;  Fong, Simon
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Artificial Intelligence  Machine Learning  Intelligence Methods  Vision Intelligence  Coronavirus  Covid-19  Computational Intelligence  
A 3D Object Recognition Method From LiDAR Point Cloud Based on USAE-BLS Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022
Authors:  Tian, Yifei;  Song, Wei;  Chen, Long;  Fong, Simon;  Sung, Yunsick;  Kwak, Jeonghoon
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3d Object Recognition  Broad Learning System  Feature Extraction  Laser Radar  Lidar Point Cloud  Object Recognition  Point Cloud Compression  Solid Modeling  Three-dimensional Displays  Training  Unified Space Autoencoder.