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Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system Journal article
Wu, Yaoyang, Fong, Simon, Liu, Liansheng. Enhancing explainability in medical image classification and analyzing osteonecrosis X-ray images using shadow learner system[J]. Applied Intelligence, 2025, 55(2), 137.
Authors:  Wu, Yaoyang;  Fong, Simon;  Liu, Liansheng
Favorite | TC[WOS]:0 TC[Scopus]:0  IF:3.4/3.9 | Submit date：2025/01/22
Deep Learning  ExplAinable Ai  Neural Network  Computer-aid-diagnosis (Cad)  Medical Image Classification  Osteonecrosis  
Deep Learning based Intelligent Tumor Analytics Framework for Quantitative Grading and Analyzing Cancer Metastasis: Case of Lymph Node Breast Cancer Journal article
Li, Tengyue, Fong, Simon, Wu, Yaoyang, Zhang, Xin, Song, Qun, Qin, Huafeng, Mohammed, Sabah, Feng, Tian, Gao, Juntao, Sciarrone, Andrea. Deep Learning based Intelligent Tumor Analytics Framework for Quantitative Grading and Analyzing Cancer Metastasis: Case of Lymph Node Breast Cancer[J]. IEEE Transactions on Emerging Topics in Computing, 2024, 1 - 16.
Authors:  Li, Tengyue;  Fong, Simon;  Wu, Yaoyang;  Zhang, Xin;  Song, Qun; et al.
Favorite | TC[Scopus]:0  IF:5.1/4.5 | Submit date：2024/12/05
Metastasis Assessment  Cancer Diagnosis  Intelligent Tumor Analytics (Ita)  Deep Learning  Histopathological Imaging  Tumor Grading Standards  
HIMS-Net: Horizontal-vertical interaction and multiple side-outputs network for cyst segmentation in jaw images Journal article
Jiang, Xiaoliang, Zheng, Huixia, Yuan, Zhenfei, Lan, Kun, Wu, Yaoyang. HIMS-Net: Horizontal-vertical interaction and multiple side-outputs network for cyst segmentation in jaw images[J]. Mathematical Biosciences and Engineering, 2024, 21(3), 4036-4055.
Authors:  Jiang, Xiaoliang;  Zheng, Huixia;  Yuan, Zhenfei;  Lan, Kun;  Wu, Yaoyang
Favorite | TC[Scopus]:0  IF:2.600/2.300 | Submit date：2024/05/16
Jaw Cyst  Image Segmentation  Horizontal-vertical Interaction  Feature-fused Unit  Multiple Side-outputs  
Classification Methods for MOBA Games Conference paper
Peña-Cubillos,Marco A., Villar-Ruiz,Alejandro, Tallón-Ballesteros,Antonio J., Wu,Yaoyang, Fong,Simon. Classification Methods for MOBA Games[C]:Springer Science and Business Media Deutschland GmbH, 2023, 567-574.
Authors:  Peña-Cubillos,Marco A.;  Villar-Ruiz,Alejandro;  Tallón-Ballesteros,Antonio J.;  Wu,Yaoyang;  Fong,Simon
Favorite | TC[Scopus]:0 | Submit date：2023/08/03
Feature Ranking for Feature Sorting and Feature Selection, and Feature Sorting: FR4(FSoFS) ∧ FSo Conference paper
Tallón-Ballesteros,Antonio J., Márquez-Rodríguez,Alba, Wu,Yaoyang, Santana-Morales,Paola, Fong,Simon. Feature Ranking for Feature Sorting and Feature Selection, and Feature Sorting: FR4(FSoFS) ∧ FSo[C]:Springer Science and Business Media Deutschland GmbH, 2023, 575-583.
Authors:  Tallón-Ballesteros,Antonio J.;  Márquez-Rodríguez,Alba;  Wu,Yaoyang;  Santana-Morales,Paola;  Fong,Simon
Favorite | TC[Scopus]:0 | Submit date：2023/08/03
Group theoretic particle swarm optimization for multi-level threshold lung cancer image segmentation Journal article
Lan, Kun, Zhou, Jianqiang, Jiang, Xiaoliang, Wang, Jun, Huang, Shigao, Yang, Jie, Song, Qun, Tang, Rui, Gong, Xueyuan, Liu, Kexing, Wu, Yaoyang, Li, Tengyue. Group theoretic particle swarm optimization for multi-level threshold lung cancer image segmentation[J]. Quantitative Imaging in Medicine and Surgery, 2022, 13(3), 1312-1322.
Authors:  Lan, Kun;  Zhou, Jianqiang;  Jiang, Xiaoliang;  Wang, Jun;  Huang, Shigao; et al.
Favorite | TC[WOS]:4 TC[Scopus]:4  IF:2.9/3.2 | Submit date：2023/04/03
Evolutionary Computation  Group Theory  Lung Cancer Detection  Medical Image Segmentation  Metaheuristic  
A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Antonio J. Tallón‑Ballesteros, Xin‑she Yang, Sabah Mohammed, Feng Wu. A binary PSO-based ensemble under-sampling model for rebalancing imbalanced training data[J]. Journal of Supercomputing, 2022, 78(5), 7428-7463.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Antonio J. Tallón‑Ballesteros;  Xin‑she Yang; et al.
Favorite | TC[WOS]:20 TC[Scopus]:23  IF:2.5/2.4 | Submit date：2022/05/04
Binary Pso  Ensemble  Imbalanced Classification  Integrity  Multi-objective  Under-sampling  
Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey Journal article
Yang, Jie, Fong, Simon, Wang, Han, Hu, Quanyi, Lin, Chen, Huang, Shigao, Shi, Jian, Lan, Kun, Tang, Rui, Wu, Yaoyang, Zhao, Qi. Artificial intelligence in ophthalmopathy and ultra-wide field image: A survey[J]. EXPERT SYSTEMS WITH APPLICATIONS, 2021, 182, 115068.
Authors:  Yang, Jie;  Fong, Simon;  Wang, Han;  Hu, Quanyi;  Lin, Chen; et al.
Favorite | TC[WOS]:14 TC[Scopus]:18  IF:7.5/7.6 | Submit date：2021/12/08
Ophthalmopathy  Ultra-wide Field (Uwf) Imaging  Deep Learning  Machine Learning  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
Jinyan Li, Yaoyang Wu, Simon Fong, Raymond K. Wong, Victor W. Chu, Kok‑leong Ong, Kelvin K. L. Wong. Dynamic swarm class rebalancing for the process mining of rare events[J]. The Journal of Supercomputing, 2021, 77, 7549-7583.
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu; et al.
Favorite | TC[WOS]:0 TC[Scopus]:1  IF:2.5/2.4 | Submit date：2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
Tengyue Li, Simon Fong, Yaoyang Wu, Antonio J. Tallón-Ballesteros. Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining[C]:IEEE, 2020, 851-858.
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
Favorite | TC[WOS]:6 TC[Scopus]:9 | Submit date：2021/03/09