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A hardware-aware CPU power measurement based on the power-exponent function model for cloud servers Journal article
Information Sciences, 2021,Volume: 547,Page: 1045-1065
Authors:  Lin,Weiwei;  Yu,Tianhao;  Gao,Chongzhi;  Liu,Fagui;  Li,Tengyue;  Fong,Simon;  Wang,Yongxiang
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Hardware-aware  Power measurement  Power model  Power-exponent function  
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:  Li,Tengyue;  Fong,Simon;  Siu,Shirley W.I.;  Yang,Xin she;  Liu,Lian Sheng;  Mohammed,Sabah
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Bayesian network  Data mining methodology  Deep learning  Radiological data analysis  
Kennard-Stone Balance Algorithm for Time-series Big Data Stream Mining Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW
Authors:  Li,Tengyue;  Fong,Simon;  Wu,Yaoyang;  Tallon-Ballesteros,Antonio J.
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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:  Lan,Kun;  Liu,Liansheng;  Li,Tengyue;  Chen,Yuhao;  Fong,Simon;  Marques,Joao Alexandre Lobo;  Wong,Raymond K.;  Tang,Rui
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Breast cancer  Convolutional neural network  Heart disease  Leader and long-tail  Parameter optimization  Particle swarm optimization  
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:  Li,Tengyue;  Fong,Simon;  Wong,Kelvin K.L.;  Wu,Ying;  Yang,Xin she;  Li,Xuqi
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Classification model  Data mining  Feature selection  Kinect depth sensor  Wearable sensor  
Teng-Yue algorithm: A novel metaheuristic search method for fast cancer classification Conference paper
GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion
Authors:  Li,Tengyue;  Fong,Simon;  Tallón-Ballesteros,Antonio J.
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Accuracy  Feature engineering  Interpretability  Medical data classification  Novel metaheuristics  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
Authors:  Tallón-Ballesteros,Antonio J.;  Li,Tengyue;  Fong,Simon
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Attribute selection  Classification  Data analytics  Feature subset selection  Multiple class problems  
Predicting concentration levels of air pollutants by transfer learning and recurrent neural network Journal article
Knowledge-Based Systems, 2020,Volume: 192
Authors:  Fong,Iat Hang;  Li,Tengyue;  Fong,Simon;  Wong,Raymond K.;  Tallón-Ballesteros,Antonio J.
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Airborne particle matter  Environment monitoring  Forecasting  Recurrent neural network  Transfer learning  
Swarm Decision Table and Ensemble Search Methods in Fog Computing Environment: Case of Day-Ahead Prediction of Building Energy Demands Using IoT Sensors Journal article
IEEE Internet of Things Journal, 2020,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Li,Tengyue;  Fong,Simon;  Li,Xuqi;  Lu,Zhihui;  Gandomi,Amir H.
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Data analytics  data stream mining  fog computing  Internet of Things (IoT)  smart home  swarm decision table (SDT)  
Attribute reduction based on multi-objective decomposition-ensemble optimizer with rough set and entropy Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW
Authors:  Yang,Jie;  Fong,Simon;  Li,Tengyue
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Attribute reduction  Multi-objective optimization  Mutual information  Rough set