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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
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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
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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
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Data Mining Methodology  Deep Learning  Bayesian Network  Radiological Data Analysis  
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
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Attribute Selection  Feature Subset Selection  Data Analytics  Classification  Multiple Class Problems  
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
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Novel Metaheuristics  Feature Engineering  Medical Data Classification  Accuracy  Interpretability  Search Algorithm  
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
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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
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Kinect Depth Sensor  Wearable Sensor  Data Mining  Classification Model  Feature Selection  
Predicting concentration levels of air pollutants by transfer learning and recurrent neural network Journal article
Knowledge-Based Systems, 2020,Volume: 192
Authors:  Iat Hang Fong;  Tengyue Li;  Simon Fong;  Raymond K. Wong;  Antonio J. Tallón-Ballesteros
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Forecasting  Environment Monitoring  Transfer Learning  Recurrent Neural Network  Airborne Particle Matter  
Attribute reduction based on multi-objective decomposition-ensemble optimizer with rough set and entropy Conference paper
IEEE International Conference on Data Mining Workshops, ICDMW, Beijing, China, 8-11 Nov. 2019
Authors:  Jie Yang;  Simon Fong;  Tengyue Li
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Attribute Reduction  Multi-objective Optimization  Rough Set  Mutual Information  
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, 2019,Volume: 7,Issue: 3,Page: 2321-2342
Authors:  Tengyue Li;  Simon Fong;  Xuqi Li;  Zhihui Lu;  Amir H. Gandomi
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Data Analytics  Data Stream Mining  Fog Computing  Internet Of Things (Iot)  Swarm Decision Table (Sdt)  Smart Home