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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]:1 TC[Scopus]:1 | Submit date:2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
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
Favorite |  | TC[WOS]:2 TC[Scopus]:2 | Submit date:2022/05/04
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
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2022/02/21
Auv  Hji Equation  Model-free  Rl Algorithm  Robust Control  
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
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
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.  
A brick-up model for recombining metaheuristic optimisation algorithm using analytic hierarchy process Journal article
Applied Intelligence, 2022
Authors:  Song, Qun;  Li, Tengyue;  Fong, Simon;  Liu, Shuang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/08/05
Analytic Hierarchy Process  Brick-up Recombination  Metaheuristic Optimisation Problem  
A Graph Mining Approach for Ranking and Discovering the Interesting Frequent Subgraph Patterns Journal article
International Journal of Computational Intelligence Systems, 2021,Volume: 14,Issue: 1
Authors:  Ur Rehman, Saif;  Liu, Kexing;  Ali, Tariq;  Nawaz, Asif;  Fong, Simon James
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2021/12/08
Frequent Subgraph Patterns  Graph Data  Graph Mining  Ranking  Social Network  Transactional Graphs  
Dynamic group optimization algorithm with a mean–variance search framework Journal article
Expert Systems with Applications, 2021,Volume: 183
Authors:  Tang, Rui;  Yang, Jie;  Fong, Simon;  Wong, Raymond;  Vasilakos, Athanasios V.;  Chen, Yu
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/12/08
Dynamic Group Optimization Algorithm  Mean–variance Search Framework  Metaheuristic Algorithm  
Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey Journal article
Expert Systems with Applications, 2021,Volume: 182
Authors:  Yang, Jie;  Fong, Simon;  Wang, Han;  Hu, Quanyi;  Lin, Chen;  Huang, Shigao;  Shi, Jian;  Lan, Kun;  Tang, Rui;  Wu, Yaoyang;  Zhao, Qi
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/12/08
Deep Learning  Machine Learning  Ophthalmopathy  Ultra-wide Field (Uwf) Imaging  
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