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Clustering algorithm based on nature-inspired approach for energy optimization in heterogeneous wireless sensor network Journal article
Applied Soft Computing, 2021,Volume: 104
Authors:  Agbehadji,Israel Edem;  Millham,Richard C.;  Abayomi,Abdultaofeek;  Jung,Jason J.;  Fong,Simon James;  Frimpong,Samuel Ofori
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Distributed Energy Efficient Clustering  Energy optimization  Heterogeneous wireless sensor network  Kestrel-based search algorithm (KSA)  Wolf Search Algorithm with Minus Step Previous (WSAMP)  
RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
Consensus guided incomplete multi-view spectral clustering Journal article
Neural Networks, 2021,Volume: 133,Page: 207-219
Authors:  Wen,Jie;  Sun,Huijie;  Fei,Lunke;  Li,Jinxing;  Zhang,Zheng;  Zhang,Bob
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Co-regularization  Incomplete multi-view clustering  Manifold learning  Spectral clustering  
A hybrid shape-based image clustering using time-series analysis Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Issue: 3,Page: 3793-3808
Authors:  Mondal,Atreyee;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
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Hierarchical clustering  Image to time-series conversion  Pearson correlation distance metric  Shape clustering  Shape similarity  
A clustering based variable sub-window approach using particle swarm optimisation for biomedical sensor data monitoring Journal article
Enterprise Information Systems, 2021,Volume: 15,Issue: 1,Page: 15-35
Authors:  Lan,Kun;  Fong,Simon;  Liu,Lian Sheng;  Wong,Raymond K.;  Dey,Nilanjan;  Millham,Richard C.;  Wong,Kelvin K.L.
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adaptive windowing  biomedical healthcare  Data stream mining  metaheuristics  pre-processing  sensor  
Predicting the Geographic Spread of the COVID-19 Pandemic: A Case Study from Brazil Book chapter
出自: SpringerBriefs in Applied Sciences and Technology, 2021, 页码: 89-98
Authors:  Marques,Joao Alexandre Lobo;  Gois,Francisco Nauber Bernardo;  Xavier-Neto,José;  Fong,Simon James
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Low-Rank Tensor Regularized Fuzzy Clustering for Multiview Data Journal article
IEEE Transactions on Fuzzy Systems, 2020,Volume: 28,Issue: 12,Page: 3087-3099
Authors:  Wei,Huiqin;  Chen,Long;  Ruan,Keyu;  Li,Lingxi;  Chen,Long
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Fuzzy clustering  Kullback-Leibler (KL) divergence  low-rank tensor  multiview data  
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  
Clustering-based force-directed algorithms for 3D graph visualization Journal article
Journal of Supercomputing, 2020,Volume: 76,Issue: 12,Page: 9654-9715
Authors:  Lu,Jiawei;  Si,Yain Whar
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3D graphs  Clustering algorithm  Force-directed algorithm  Visualization  
Random Maclaurin Feature-based Fuzzy Clustering Conference paper
2020 7th International Conference on Information, Cybernetics, and Computational Social Systems, ICCSS 2020
Authors:  Wang,Yingxu;  Chen,Long;  Li,Tianjun;  Tian,Yifei
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fuzzy clustering  kernel-based clustering  polynomial kernel  random Maclaurin feature