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Pattern Mining Approaches Used in Social Media Data Journal article
International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems, 2020,Volume: 28,Issue: Supp02,Page: 123-152
Authors:  Chaki,Jyotismita;  Dey,Nilanjan;  Panigrahi,B. K.;  Shi,Fuqian;  Fong,Simon James;  Sherratt,R. Simon
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classification  clustering  feature extraction  feature selection  pattern mining  pre-processing  Social media  
Social Group Optimization–Assisted Kapur’s Entropy and Morphological Segmentation for Automated Detection of COVID-19 Infection from Computed Tomography Images Journal article
Cognitive Computation, 2020,Volume: 12,Issue: 5,Page: 1011-1023
Authors:  Dey,Nilanjan;  Rajinikanth,V.;  Fong,Simon James;  Kaiser,M. Shamim;  Mahmud,Mufti
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COVID-19 infection  CT scan image  Fused feature vector  KNN classifier  Segmentation and detection accuracy  
Classification of pure conduct disorder from healthy controls based on indices of brain networks during resting state Journal article
Medical and Biological Engineering and Computing, 2020,Volume: 58,Issue: 9,Page: 2071-2082
Authors:  Zhang,Jiang;  Liu,Yuyan;  Luo,Ruisen;  Du,Zhengcong;  Lu,Fengmei;  Yuan,Zhen;  Zhou,Jiansong;  Li,Shasha
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Classification Scheme  Conduct Disorder  Feature Selection  Functional Magnetic Resonance Imaging  Small-world Networks  
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  
Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 21409-21439
Authors:  Lu,Zeng;  Huang,Guoheng;  Pun,Chi Man;  Cheng,Lianglun
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Cross attention  Joint training  Multi-level complementation  Part triple loss function  Person re-id  
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  
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  
Subspace clustering by simultaneously feature selection and similarity learning Journal article
Knowledge-Based Systems, 2020,Volume: 193
Authors:  Zhong,Guo;  Pun,Chi Man
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Affinity matrix  Feature selection  Graph learning  Similarity learning  Subspace clustering  
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)  
Local Discriminant Direction Binary Pattern for Palmprint Representation and Recognition Journal article
IEEE Transactions on Circuits and Systems for Video Technology, 2020,Volume: 30,Issue: 2,Page: 468-481
Authors:  Fei,Lunke;  Zhang,Bob;  Xu,Yong;  Huang,Di;  Jia,Wei;  Wen,Jie
Favorite |  | TC[WOS]:16 TC[Scopus]:19 | Submit date:2021/03/11
direction binary pattern  discriminant direction representation  exponential and Gaussian fusion model  Palmprint recognition