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Adaptive parameter estimation of GMM and its application in clustering Journal article
Future Generation Computer Systems, 2020,Volume: 106,Page: 250-259
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Tan, Jin;  Luo, Xiaoliu;  Zhang, Taiping;  Wei, Yu;  Tang, Yuan Yan
Favorite |  | TC[WOS]:4 TC[Scopus]:4 | Submit date:2021/12/06
Machine Learning  Parameter Estimation  Data Clustering  Variational Bayesian Expected Maximum  
Cauchy greedy algorithm for robust sparse recovery and multiclass classification Journal article
Signal Processing, 2019,Volume: 164,Page: 284-294
Authors:  Wang, Yulong;  Zou, Cuiming;  Tang, Yuan Yan;  Li, Luoqing;  Shang, Zhaowei
Favorite |  | TC[WOS]:2 TC[Scopus]:3 | Submit date:2022/05/17
Greedy algorithm  Multiclass classification  Robust signal recovery  
A cost-sensitive meta-learning classifier: SPFCNN-Miner Journal article
Future Generation Computer Systems, 2019,Volume: 100,Page: 1031-1043
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Qin, Anyong;  Zhang, Taiping;  Zhao, Ling;  Wei, Yu;  Tang, Yuan Yan
Favorite |  | TC[WOS]:3 TC[Scopus]:4 | Submit date:2022/05/17
Cost-sensitive learning  Data mining  Few-shot learning  Machine learning  Meta learning  Siamese parallel fully-connected networks  
Software defect prediction via cost-sensitive Siamese parallel fully-connected neural networks Journal article
Neurocomputing, 2019,Volume: 352,Page: 64-74
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Zhao, Ling;  Zhang, Taiping;  Tang, Yuan Yan
Favorite |  | TC[WOS]:7 TC[Scopus]:9 | Submit date:2022/05/17
Cost-sensitive learning  Deep learning  Few-shot learning  Siamese parallel fully-connected networks  Software defect prediction  
Cost-Sensitive SPFCNN Miner for Classification of Imbalanced Data Conference paper
International Conference on Wavelet Analysis and Pattern Recognition
Authors:  Zhao, Linchang;  Shang, Zhaowei;  Zhao, Ling;  Wei, Yu;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
Cost-sensitive learning  Data mining  Machine learning  Siamese parallel fully-connected networks  
Distribution Preserving Network Embedding Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Qin, Anyong;  Shang, Zhaowei;  Zhang, Taiping;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2022/05/17
clustering  Distribution preserving  manifold structure  part-based representation  sparse autoencoder  
Spectral-Spatial Sparse Subspace Clustering Based on Three-Dimensional Edge-Preserving Filtering for Hyperspectral Image Journal article
International Journal of Pattern Recognition and Artificial Intelligence, 2019,Volume: 33,Issue: 3
Authors:  Li, Ailin;  Qin, Anyong;  Shang, Zhaowei;  Tang, Yuan Yan
Favorite |  | TC[WOS]:7 TC[Scopus]:6 | Submit date:2022/04/15
3d Edge-preserving Filters (3d Epfs)  Hyperspectral Images (Hsis)  Intensity Differences  Sparse Subspace Clustering (Ssc)  
Edge-Smoothing-Based Distribution Preserving Hyperspherical Embedding for Hyperspectral Image Classification Journal article
IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, 2018,Volume: 11,Issue: 7,Page: 2501-2512
Authors:  Qin, Anyong;  Shang, Zhaowei;  Tian, Jinyu;  Zhang, Taiping;  Tang, Yuan Yan;  Qian, Jiye
Favorite |  | TC[WOS]:2 TC[Scopus]:4 | Submit date:2018/10/30
Dimensional reduction  distribution preserving embedding  edge-preserving smoothing  hyperspectral image (HSI) classification  unit hyperspherical manifold  
A semantic tree method for image classification and video action recognition Journal article
INTERNATIONAL JOURNAL OF WAVELETS MULTIRESOLUTION AND INFORMATION PROCESSING, 2018,Volume: 16,Issue: 2
Authors:  Liu, Chongwen;  Shang, Zhaowei;  Lin, Bo;  Tang, Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:1 | Submit date:2018/10/30
Multi-task Learning  Semantic Relationship  Image Classification  Video Action Recognition  
Tackling class overlap and imbalance problems in software defect prediction Journal article
SOFTWARE QUALITY JOURNAL, 2018,Volume: 26,Issue: 1,Page: 97-125
Authors:  Chen, Lin;  Fang, Bin;  Shang, Zhaowei;  Tang, Yuanyan
Favorite |  | TC[WOS]:33 TC[Scopus]:43 | Submit date:2018/10/30
Software Defect Prediction  Class Imbalance  Class Overlap  Machine Learning