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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]:0 TC[Scopus]:0 | Submit date:2022/05/13
Algorithm  Classification Model Training  Deep Learning  Machine Learning  Medical Dataset  Multi-class Classification  Parameter Optimization  Radiological Images Recognition  
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  
Real-Time Multi-Class Disturbance Detection for Φ-OTDR Based on YOLO Algorithm Journal article
Sensors, 2022,Volume: 22,Issue: 5
Authors:  Xu, Weijie;  Yu, Feihong;  Liu, Shuaiqi;  Xiao, Dongrui;  Hu, Jie;  Zhao, Fang;  Lin, Weihao;  Wang, Guoqing;  Shen, Xingliang;  Wang, Weizhi;  Wang, Feng;  Liu, Huanhuan;  Shum, Perry Ping;  Shao, Liyang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/03/28
Distributed Fiber Sensing  Multi-class Classification  Object Detection  Real-time Detection  Yolo  Φ-otdr  
Random-Positioned License Plate Recognition Using Hybrid Broad Learning System and Convolutional Networks Journal article
IEEE Transactions on Intelligent Transportation Systems, 2022,Volume: 23,Issue: 1,Page: 444-456
Authors:  Chen, C. L.Philip;  Wang, Bingshu
Favorite |  | TC[WOS]:14 TC[Scopus]:11 | Submit date:2022/02/22
Broad Learning System  Fully Convolutional Network  License Plate Recognition  Random-positioned Object Detection  
Disturbance recognition for F-OTDR based on Faster-RCNN Conference paper
Proceedings of SPIE - The International Society for Optical Engineering
Authors:  Xu, Wei Jie;  Liu, Shuaiqi;  Yu, Fei Hong;  Shao, Liyang
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
distributed fiber sensing  disturbance recognition  F-OTDR  Faster-RCNN  multi-class classification  
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]:0 TC[Scopus]:0 | Submit date:2021/12/08
Academic Early Warning System  Attribute Selection  Educational Data Mining  Multi-label Learning  Student Performance Prediction  
Two-phase non-invasive multi-disease detection via sublingual region Journal article
Computers in Biology and Medicine, 2021,Volume: 137
Authors:  Zhou, Jianhang;  Zhang, Qi;  Zhang, Bob
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2021/12/08
Feature Extraction  Medical Biometrics  Multi-disease Detection  Non-invasive Disease Detection  Sublingual Vein  
OAA-SVM-MS: A fast and efficient multi-class classification algorithm Journal article
Neurocomputing, 2021,Volume: 454,Page: 448-460
Authors:  Duan, Yuze;  Zou, Bin;  Xu, Jie;  Chen, Fen;  Wei, Jiaolong;  Tang, Yuan Yan
Favorite |  | TC[WOS]:1 TC[Scopus]:5 | Submit date:2021/12/08
One-against-all  Multi-class  Svm  Generalization Bound  
Dynamic swarm class rebalancing for the process mining of rare events Journal article
The Journal of Supercomputing, 2021,Volume: 77,Page: 7549-7583
Authors:  Jinyan Li;  Yaoyang Wu;  Simon Fong;  Raymond K. Wong;  Victor W. Chu;  Kok‑leong Ong;  Kelvin K. L. Wong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Process Mining  Class Imbalance  Classification  Meta-heuristic  Over-sampling  Under-sampling  
Surface Recognition via Force-Sensory Walking-Pattern Classification for Biped Robot Journal article
IEEE Sensors Journal, 2021,Volume: 21,Issue: 8,Page: 10061-10072
Authors:  Luo, Aiwen;  Bhattacharya, Sandip;  Dutta, Sunandan;  Ochi, Yoshihiro;  Miura-Mattausch, Mitiko;  Weng, Jian;  Zhou, Yicong;  Mattausch, Hans J.
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/12/07
Biped Robot  Force Sensor  Multi-class Svm  Surface Recognition  Walking-pattern Classification