UM

Browse/Search Results:  1-10 of 24 Help

Selected(0)Clear Items/Page:    Sort:
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  
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  
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Sorrento, Italy, 17-20 Nov. 2020
Authors:  Tengyue Li;  Simon Fong;  Yaoyang Wu;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
A Novel Pre-processing Method for Enhancing Classification Over Sensor Data Streams Using Subspace Probability Detection Conference paper
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Authors:  Zhong, Yan;  Li, Tengyue;  Fong, Simon;  Li, Xuqi;  Tallón-Ballesteros, Antonio J.;  Mohammed, Sabah
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/13
Big data analytics  Data pre-processing  Internet-of-things  Sensor data streams  
A hardware-aware CPU power measurement based on the power-exponent function model for cloud servers Journal article
Information Sciences, 2020,Volume: 547,Page: 1045-1065
Authors:  Weiwei Lin;  Tianhao Yu;  Chongzhi Gao;  Fagui Liu;  Tengyue Li;  Simon Fong;  Yongxiang Wang
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2021/03/09
Power Model  Power Measurement  Power-exponent Function  Hardware-aware  
White learning methodology: A case study of cancer-related disease factors analysis in real-time PACS environment Journal article
Computer Methods and Programs in Biomedicine, 2020,Volume: 197
Authors:  Tengyue Li;  Simon Fong;  Shirley W.I. Siu;  Xin-she Yang;  Lian-Sheng Liu;  Sabah Mohammed
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Data Mining Methodology  Deep Learning  Bayesian Network  Radiological Data Analysis  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO '20: Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Tengyue Li;  Simon Fong;  Antonio J. Tallón-Ballesteros
Favorite |  | TC[WOS]:0 TC[Scopus]:3 | Submit date:2021/03/09
Novel Metaheuristics  Feature Engineering  Medical Data Classification  Accuracy  Interpretability  Search Algorithm  
Quality enhancement of stochastic feature subset selection via genetic algorithms. Assessment in bioinformatics data sets Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, Cancún Mexico, 8 July, 2020- 12 July, 2020
Authors:  Antonio J. Tallón-Ballesteros;  Tengyue Li;  Simon Fong
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/09
Attribute Selection  Feature Subset Selection  Data Analytics  Classification  Multiple Class Problems  
Multi-view convolutional neural network with leader and long-tail particle swarm optimizer for enhancing heart disease and breast cancer detection Journal article
Neural Computing and Applications, 2020,Volume: 32,Issue: 19,Page: 15469-15488
Authors:  Kun Lan;  Liansheng Liu;  Tengyue Li;  Yuhao Chen;  Simon Fong;  Joao Alexandre Lobo Marques;  Raymond K. Wong;  Rui Tang
Favorite |  | TC[WOS]:5 TC[Scopus]:10 | Submit date:2021/03/09
Convolutional Neural Network  Leader And Long-tail  Particle Swarm Optimization  Parameter Optimization  Heart Disease  Breast Cancer  
Fusing wearable and remote sensing data streams by fast incremental learning with swarm decision table for human activity recognition Journal article
Information Fusion, 2020,Volume: 60,Page: 41-64
Authors:  Tengyue Li;  Simon Fong;  Kelvin K.L. Wong;  Ying Wu;  Xin-she Yang;  Xuqi Li
Favorite |  | TC[WOS]:13 TC[Scopus]:16 | Submit date:2021/03/09
Kinect Depth Sensor  Wearable Sensor  Data Mining  Classification Model  Feature Selection