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Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  WEI WANG;  JIAYING LIU;  TAO TANG;  SUPPAWONG TUAROB;  FENG XIA;  ZHIGUO GONG;  IRWIN KING
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Academic Information Retrieval  Graph Learning  Network Embedding  Scientific Collaboration  
A two-step fused machine learning approach for the prediction of glass-forming ability of metallic glasses Journal article
Journal of Alloys and Compounds, 2021,Volume: 875,Page: 160040
Authors:  Y.X.Zhang;  G.C.Xing;  Z.D.Sha;  L.H.Poh
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Glass-forming Ability  Good Glass Former  Machine Learning  Metallic Glass  
Propagative broad learning for nonparametric modeling of ambient effects on structural health indicators Journal article
Structural Health Monitoring, 2021,Volume: 20,Issue: 4,Page: 1409-1427
Authors:  Sin-Chi Kuok;  Ka-Veng Yuen;  Stephen Roberts;  Mark A. Girolami
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Structural Health Monitoring  Propagative Broad Learning  Nonparametric Modeling  Modal Frequencies  Ambient Conditions  
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  
Two-stage automated operational modal analysis based on power spectrum density transmissibility and support-vector machines Journal article
International Journal of Structural Stability and Dynamics, 2021,Volume: 21,Issue: 5
Authors:  Chen, Zhi Wei;  Liu, Kui Ming;  Yan, Wang Ji;  Zhang, Jian Lin;  Ren, Wei Xin
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Machine Learning  Modal Identification  Power Spectrum Density  Structural Health Monitoring  Transmissibility  
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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Instantaneous active and reactive load signature applied in non-intrusive load monitoring systems Journal article
IET Smart Grid, 2021,Volume: 4,Issue: 1,Page: 121-133
Authors:  Brito, Ricardo;  Wong, Man Chung;  Zhang, Hong Cai;  Da Costa Junior, Miguel Gomes;  Lam, Chi Seng;  Wong, Chi Kong
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Multinomial Bayesian extreme learning machine for sparse and accurate classification model Journal article
Neurocomputing, 2021,Volume: 423,Page: 24-33
Authors:  Luo,Jiahua;  Wong,Chi Man;  Vong,Chi Man
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Extreme learning machine  Multi-class classification  Multinomial distribution  Sparse Bayesian  Sparse learning  
GraphLSHC: Towards large scale spectral hypergraph clustering Journal article
Information Sciences, 2021,Volume: 544,Page: 117-134
Authors:  Yiyang Yang;  Sucheng Deng;  Juan Lu;  Yuhong Li;  Zhiguo Gong;  Leong Hou U;  Zhifeng Hao
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Clustering  Hypergraph  Machine Learning  Unsupervised Learning  
Fast Algorithm Based on Parallel Computing for Sample Entropy Calculation Journal article
IEEE Access, 2021
Authors:  Dong X.;  Chen C.;  Geng Q.;  Zhang W.;  Zhang X.D.
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Acceleration  Algorithm  Biomedical Monitoring  Entropy  Fast Computation  Graphics Processing Unit  Graphics Processing Units  Kernel  Parallel Computing  Sample Entropy  Standards  Time Series Analysis