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Author

Yanshan Xiao

Observed names: Xiao, Yanshan, Yan-Shan Xiao, Yan-shan Xiao, YanShan Xiao, ye zexin
ORCID: 0000-0002-5490-0587
Observed ORCID: 0000-0002-5490-0587
OpenAlex ID: A5009705946
SVDD-based outlier detection on uncertain data
2012 · Bo Liu, Yanshan Xiao, et al. · Knowledge and Information Systems · 131
Improved algorithm for phase-to-height mapping in phase measuring profilometry
2012 · Yanshan Xiao, Yiping Cao, et al. · Applied Optics · 86
Semi-Supervised Multi-view clustering based on orthonormality-constrained nonnegative matrix factorization
2020 · Hao Cai, Bo Liu, et al. · Information Sciences · 68
An Efficient Approach for Outlier Detection with Imperfect Data Labels
2013 · Bo Liu, Yanshan Xiao, et al. · IEEE Transactions on Knowledge and Data Engineering · 65
A Selective Multiple Instance Transfer Learning Method for Text Categorization Problems
2017 · Bo Liu, Yanshan Xiao, et al. · Knowledge-Based Systems · 59
Multi-view multi-label learning with high-order label correlation
2022 · Bo Liu, Weibin Li, et al. · Information Sciences · 44
Semi-supervised multi-view clustering based on constrained nonnegative matrix factorization
2019 · Hao Cai, Bo Liu, et al. · Knowledge-Based Systems · 43
AdaBoost-based transfer learning method for positive and unlabelled learning problem
2022 · Bo Liu, Changdong Liu, et al. · Knowledge-Based Systems · 40
A nearest-neighbor search model for distance metric learning
2020 · Yibang Ruan, Yanshan Xiao, et al. · Information Sciences · 40
A Similarity-Based Classification Framework for Multiple-Instance Learning
2014 · Yanshan Xiao, Bo Liu, et al. · IEEE Transactions on Cybernetics · 39
Multi-sphere Support Vector Data Description for Outliers Detection on Multi-distribution Data
2009 · Yanshan Xiao, Bo Liu, et al. · IEEE ... International Conference on Data Mining workshops · 39
Uncertain One-Class Learning and Concept Summarization Learning on Uncertain Data Streams
2012 · Bo Liu, Yanshan Xiao, et al. · IEEE Transactions on Knowledge and Data Engineering · 35
SVM-based multi-state-mapping approach for multi-class classification
2017 · Bo Liu, Yanshan Xiao, et al. · Knowledge-Based Systems · 33
A new pixel matching method using the modulation of shadow areas in online 3D measurement
2013 · Kuang Peng, Yiping Cao, et al. · Optics and Lasers in Engineering · 27
Adaboost-based SVDD for anomaly detection with dictionary learning
2023 · Bo Liu, Xiaokai Li, et al. · Expert Systems with Applications · 26
An efficient dictionary-based multi-view learning method
2021 · Bo Liu, Xiaodong Chen, et al. · Information Sciences · 24
A multi-task transfer learning method with dictionary learning
2019 · Xin Zheng, Luyue Lin, et al. · Knowledge-Based Systems · 24
An efficient active learning method for multi-task learning
2019 · Yanshan Xiao, Zheng Chang, et al. · Knowledge-Based Systems · 23
Similarity-based approach for positive and unlabelled learning
2011 · Yanshan Xiao, Bo Liu, et al. · UTS ePRESS (University of Technology Sydney) · 23
Adaptive robust Adaboost-based twin support vector machine with universum data
2022 · Bo Liu, Ruiguang Huang, et al. · Information Sciences · 22
A robust one-class transfer learning method with uncertain data
2014 · Yanshan Xiao, Bo Liu, et al. · Knowledge and Information Systems · 21
A K-Farthest-Neighbor-based approach for support vector data description
2014 · Yanshan Xiao, Bo Liu, et al. · Applied Intelligence · 19
Exploiting Local Data Uncertainty to Boost Global Outlier Detection
2010 · Bo Liu, Jie Yin, et al. · Proceedings · 19
Single orthogonal sinusoidal grating for gamma correction in digital projection phase measuring profilometry
2013 · Yanshan Xiao, Yiping Cao, et al. · Optical Engineering · 18
Multi-view support vector ordinal regression with data uncertainty
2022 · Yanshan Xiao, Xi Li, et al. · Information Sciences · 17
Works count: 143
Citation count: 1,500
H-index: 21
I10-index: 42
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