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Real-time analysis and visualization for big data of energy consumption Conference paper
ACM International Conference Proceeding Series
Authors:  Li J.;  Song W.;  Fong S.
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Big data  CUDA  DirectX  Energy consumption  K-Means  
Learning the Distribution Preserving Semantic Subspace for Clustering Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017,Volume: 26,Issue: 12,Page: 5950-5965
Authors:  Tian, Jinyu;  Zhang, Taiping;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
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Clustering  Distribution Preserving Indexing  Semantic Representation  Local Manifold Structure  
Maximum correntropy criterion for convex and semi-nonnegative matrix factorization Conference paper
2017 IEEE International Conference on Systems, Man, and Cybernetics, SMC 2017
Authors:  Qin A.;  Shang Z.;  Tian J.;  Li A.;  Wang Y.;  Tang Y.Y.
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Clustering  Maximum correntropy criterion  Nonnegative matrix factorization  
An adaptive meta-heuristic search for the internet of things Journal article
Future Generation Computer Systems, 2017,Volume: 76,Page: 486-494
Authors:  Ebrahimi, Mohammad;  ShafieiBavani, Elaheh;  Wong, Raymond K.;  Fong, Simon;  Fiaidhi, Jinan
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Internet Of Things  Context-aware Sensor Search  Ant-based Clustering  
A novel regularized concept factorization for document clustering Journal article
KNOWLEDGE-BASED SYSTEMS, 2017,Volume: 135,Page: 147-158
Authors:  Yan, Wei;  Zhang, Bob;  Ma, Sihan;  Yang, Zuyuan
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Document clustering  Concept factorization  Manifold regularization  
Broad learning system: Feature extraction based on K-means clustering algorithm Conference paper
ICCSS 2017 - 2017 International Conference on Information, Cybernetics, and Computational Social Systems
Authors:  Liu Z.;  Zhou J.;  Chen C.L.P.
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broad learning system  deep learning  feature representation  incremental learning  K-means  random vector functional link networks  Single layer feedforward neural networks  SVD  
Self-adaptive pre-processing methodology for big data stream mining in internet of things environmental sensor monitoring Journal article
Symmetry, 2017,Volume: 9,Issue: 10
Authors:  Lan K.;  Fong S.;  Song W.;  Vasilakos A.V.;  Millham R.C.
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Clustering-based particle swarm optimization (CPSO)  Data stream pre-processing  Internet of Things (IoT) datasets  Self-adaptive segmentation  
Self-Adaptive Pre-Processing Methodology for Big Data Stream Mining in Internet of Things Environmental Sensor Monitoring Journal article
SYMMETRY-BASEL, 2017,Volume: 9,Issue: 10
Authors:  Lan, Kun;  Fong, Simon;  Song, Wei;  Vasilakos, Athanasios V.;  Millham, Richard C.
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data stream pre-processing  self-adaptive segmentation  clustering-based particle swarm optimization (CPSO)  Internet of Things (IoT) datasets  
Visual clustering-based apriori ARM methodology for obtaining quality association rules Conference paper
ACM International Conference Proceeding Series
Authors:  Fong S.;  Biuk-Aghai R.P.;  Tin S.
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Apriori algorithm  Association rule mining  Clustering  
Fuzzy clustering method with graph-based regularization Conference paper
2016 International Conference on Fuzzy Theory and Its Applications, iFuzzy 2016, Taichung, Taiwan, 18 August 2017
Authors:  Chen L.;  Guo L.;  Lu X.;  Chen C.L.P.
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Admm  Fuzzy Cluster  Graph-based Regularization  Prior Knowledge