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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  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yang,Yiyang;  Deng,Sucheng;  Lu,Juan;  Li,Yuhong;  Gong,Zhiguo;  U,Leong Hou;  Hao,Zhifeng
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Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
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  
Personal Privacy Protection via Irrelevant Faces Tracking and Pixelation in Video Live Streaming Journal article
IEEE Transactions on Information Forensics and Security, 2021,Volume: 16,Page: 1088-1103
Authors:  Zhou,Jizhe;  Pun,Chi Man
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empirical likelihood ratio  Face pixelation  positioned incremental affinity propagation  privacy protection  video live streaming  
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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Multivariate morphological reconstruction based fuzzy clustering with a weighting multi-channel guided image filter for color image segmentation Journal article
International Journal of Machine Learning and Cybernetics, 2020,Volume: 11,Issue: 12,Page: 2793-2806
Authors:  Xu,Guangmei;  Zhou,Jin;  Dong,Jiwen;  Chen,C. L.Philip;  Zhang,Tong;  Chen,Long;  Han,Shiyuan;  Wang,Lin;  Chen,Yuehui
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Color image segmentation  Fuzzy clustering  Multi-channel guided filter  Multivariate morphological reconstruction  
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