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A Dirichlet process biterm-based mixture model for short text stream clustering Journal article
Applied Intelligence, 2020,Volume: 50,Issue: 5,Page: 1609-1619
Authors:  Chen,Junyang;  Gong,Zhiguo;  Liu,Weiwen
Favorite |  | TC[WOS]:2 TC[Scopus]:5 | Submit date:2021/03/09
Data mining  Stream clustering  Topic modeling  
Learning Structurally Incoherent Background and Target Dictionaries for Hyperspectral Target Detection Journal article
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020,Volume: 13,Page: 3521-3533
Authors:  Guo,Tan;  Luo,Fulin;  Zhang,Lei;  Zhang,Bob;  Tan,Xiaoheng;  Zhou,Xiaocheng
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Dictionary decomposition  hyperspectral image (HSI)  low-rank constraint  sparse model  target detection  
Collaborative Filtering with Network Representation Learning for Citation Recommendation Journal article
IEEE Transactions on Big Data, 2020
Authors:  Wang,Wei;  Tang,Tao;  Xia,Feng;  Gong,Zhiguo;  Chen,Zhikui;  Liu,Huan
Favorite |  | TC[WOS]:0 TC[Scopus]:2 | Submit date:2020/12/04
citation recommendation  collaborative filtering  Network Representation Learning  scholarly big data  
A nonparametric model for online topic discovery with word embeddings Journal article
Information Sciences, 2019,Volume: 504,Page: 32-47
Authors:  Chen,Junyang;  Gong,Zhiguo;  Liu,Weiwen
Favorite |  | TC[WOS]:6 TC[Scopus]:9 | Submit date:2021/03/09
Clustering  Data mining  Nonparametric model  Online topic discovery  Topic model  Word embeddings  
Generalized compressed sensing with QR-based vision matrix learning for face recognition under natural scenes Journal article
Signal Processing: Image Communication, 2019,Volume: 77,Page: 11-19
Authors:  Liu,Ji xin;  Han,Guang;  Sun,Ning;  Li,Xiao fei;  Gong,Zhi guo;  Sun,Quan sen
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2021/03/09
Face recognition  Generalized compressed sensing  Low density parity check code matrix  QR-based vision matrix learning  
Robust constrained concept factorization Book chapter
出自: Studies in Computational Intelligence, 2018, 页码: 207-225
Authors:  Yan,Wei;  Zhang,Bob
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
Clustering  Concept factorization  Dimensionality reduction  
Robust constrained concept factorization Book
2018
Authors:  Yan W.;  Zhang B.
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2019/04/04
Clustering  Concept factorization  Dimensionality reduction  
Emerging service orchestration discovery and monitoring Journal article
IEEE Transactions on Services Computing, 2017,Volume: 10,Issue: 6,Page: 889-901
Authors:  Chu,Victor W.;  Wong,Raymond K.;  Fong,Simon;  Chi,Chi Hung
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2021/03/09
Data sparsity problem  SIR model  Topic model  Web services orchestration  
Emerging Service Orchestration Discovery and Monitoring Journal article
IEEE Transactions on Services Computing, 2017,Volume: 10,Issue: 6,Page: 889-901
Authors:  Chu, Victor W.;  Wong, Raymond K.;  Fong, Simon;  Chi, Chi-Hung
Favorite |  | TC[WOS]:3 TC[Scopus]:3 | Submit date:2018/10/30
Web Services Orchestration  Topic Model  Sir Model  Data Sparsity Problem  
Intelligent Localization of a High-Speed Train Using LSSVM and the Online Sparse Optimization Approach Journal article
IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, 2017,Volume: 18,Issue: 8,Page: 2071-2084
Authors:  Cheng, Ruijun;  Song, Yongduan;  Chen, Dewang;  Chen, Long
Favorite |  | TC[WOS]:9 TC[Scopus]:9 | Submit date:2018/10/30
High-speed train  location error  LSSVM  online sparse optimization  iterative pruning error minimization  L-0-norm minimization