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A matrix sampling approach for efficient SimRank computation Journal article
Information Sciences, 2021,Volume: 556,Page: 1-26
Authors:  Lu,Juan;  Gong,Zhiguo;  Yang,Yiyang
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Matrix sampling  SimRank  Steepest descent  
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  
Attributed Collaboration Network Embedding for Academic Relationship Mining Journal article
ACM Transactions on the Web, 2021,Volume: 15,Issue: 1
Authors:  Wang,Wei;  Liu,Jiaying;  Tang,Tao;  Tuarob,Suppawong;  Xia,Feng;  Gong,Zhiguo;  King,Irwin
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academic information retrieval  graph learning  Network embedding  scientific collaboration  
Distributed controller design and performance optimization for discrete-time linear systems Journal article
Optimal Control Applications and Methods, 2021,Volume: 42,Issue: 1,Page: 126-143
Authors:  Viegas,Daniel;  Batista,Pedro;  Oliveira,Paulo;  Silvestre,Carlos
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discrete-time systems  distributed control  optimal control  
Reconciliation of group sparsity and low-rank models for image restoration Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo
Authors:  Zha,Zhiyuan;  Wen,Bihan;  Yuan,Xin;  Zhou,Jiantao;  Zhu,Ce
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Adaptive parameter adjustment  Alternating minimization  Group sparse coding  Image restoration  Low-rank regularized group sparse coding  
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
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Data mining  Stream clustering  Topic modeling  
Discriminant and Sparsity Based Least Squares Regression with l1 Regularization for Feature Representation Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zhao,Shuping;  Zhang,Bob;  Li,Shuyi
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feature representation  image classification  Least squares regression  
Broad Graph-Based Non-Negative Robust Continuous Clustering Journal article
IEEE Access, 2020,Volume: 8,Page: 121693-121704
Authors:  Feng,Qiying;  Chen,C. L.Philip;  Chen,Long
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broad learning system  non-negative matrix factorization  representation learning  Robust continuous clustering  
Location prediction over sparse user mobility traces using RNNs: Flashback in hidden states! Conference paper
IJCAI International Joint Conference on Artificial Intelligence
Authors:  Yang,Dingqi;  Fankhauser,Benjamin;  Rosso,Paolo;  Cudre-Mauroux,Philippe
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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
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Dictionary decomposition  hyperspectral image (HSI)  low-rank constraint  sparse model  target detection