Weida Zhou

ScholarGPS® ID: 88941630381159

Affiliation

Xidian University, Xi'an, Shaanxi, China

Affiliation History

Field

Allied Health

Discipline

Speech and Hearing

Top Specialties

Support-vector Machine | Pattern Recognition | Digital Image Processing | Multispectral Image

Metrics Summary

Publication Count

Predicted Citations

1,306

Predicted h-index

Ranking

Publications and Citation History

Publications based on Top Specialties

Types of Publication

Publications
Books
Patents
NIH/NSF

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Fast Gaussian kernel support vector machine recursive feature elimination algorithm (journal article) Zhang, Li \| Zheng, Xiaohan \| Pang, Qingqing \| Zhou, Weida Applied Intelligence, volume 51, issue 12, pages 9001-9014 (2021). 10.1007/s10489-021-02298-2 Cited by (8) \| Cite \| Source
Logistic local hyperplane-Relief: A feature weighting method for classification (journal article) Zhang, Li \| Huang, Xiaojuan \| Zhou, Weida Knowledge-Based Systems, volume 181 (2019). 10.1016/j.knosys.2019.04.011 Cited by (11) \| Cite \| Source
Applying 1-norm SVM with squared loss to gene selection for cancer classification (journal article) Zhang, Li \| Zhou, Weida \| Wang, Bangjun \| Zhang, Zhao \| Li, Fanzhang Applied Intelligence, volume 48, issue 7, pages 1878-1890 (2018). 10.1007/s10489-017-1056-3 Cited by (20) \| Cite \| Source
Fisher-regularized support vector machine (journal article) Zhang, Li \| Zhou, Wei-Da Information Sciences, volume 343-344 (2016). 10.1016/j.ins.2016.01.053 Cited by (33) \| Cite \| Source
Similarity-balanced discriminant neighbor embedding and its application to cancer classification based on gene expression data (journal article) Zhang, Li \| Qian, Liqiang \| Ding, Chuntao \| Zhou, Weida \| Li, Fanzhang Computers in Biology and Medicine, volume 64 (2015). 10.1016/j.compbiomed.2015.07.008 Cited by (12) \| Cite \| Source
A fast approximation algorithm for 1-norm SVM with squared loss (conference) Zhang, Li \| Zhou, Weida \| Zhang, Zhao 2015 International Joint Conference on Neural Networks (IJCNN) (2015) Killarney, Ireland 10.1109/IJCNN.2015.7280326 Cited by (2) \| Cite \| Source
Time series prediction using sparse regression ensemble based on $$\ell _2$$ ℓ 2 – $$\ell _1$$ ℓ 1 problem (journal article) Zhang, Li \| Zhou, Wei-Da Soft Computing, volume 19, issue 3, pages 781-792 (2015). 10.1007/s00500-014-1304-y Cited by (1) \| Cite \| Source
Kernel sparse representation-based classifier ensemble for face recognition (journal article) Zhang, Li \| Zhou, Wei-Da \| Li, Fan-Zhang Multimedia Tools and Applications, volume 74, issue 1, pages 123-137 (2015). 10.1007/s11042-013-1457-1 Cited by (36) \| Cite \| Source
Sparse signal reconstruction using decomposition algorithm (journal article) Zhang, Li \| Zhou, Wei-Da \| Chen, Gui-Rong \| Lu, Ya-Ping \| Li, Fan-Zhang Knowledge-Based Systems, volume 54 (2013). 10.1016/j.knosys.2013.09.007 Cited by (6) \| Cite \| Source
Analysis of programming properties and the row–column generation method for 1-norm support vector machines (journal article) Zhang, Li \| Zhou, WeiDa Neural Networks, volume 48 (2013). 10.1016/j.neunet.2013.07.005 Cited by (5) \| Cite \| Source
1-norm support vector novelty detection and its sparseness (journal article) Zhang, Li \| Zhou, WeiDa Neural Networks, volume 48 (2013). 10.1016/j.neunet.2013.07.010 Cited by (3) \| Cite \| Source
A fast algorithm for kernel 1-norm support vector machines (journal article) Zhang, Li \| Zhou, Wei-Da Knowledge-Based Systems, volume 52 (2013). 10.1016/j.knosys.2013.08.008 Cited by (6) \| Cite \| Source
Iterated time series prediction with multiple support vector regression models (journal article) Zhang, Li \| Zhou, Wei-Da \| Chang, Pei-Chann \| Yang, Ji-Wen \| Li, Fan-Zhang Neurocomputing, volume 99 (2013). 10.1016/j.neucom.2012.06.030 Cited by (88) \| Cite \| Source
Kernel Sparse Representation-Based Classifier (journal article) Zhang, Li \| Zhou, Wei-Da \| Chang, Pei-Chann \| Liu, Jing \| Yan, Zhe \| Wang, Ting \| Li, Fan-Zhang IEEE Transactions on Signal Processing, volume 60, issue 4, pages 1684-1695 (2012). 10.1109/TSP.2011.2179539 Cited by (290) \| Cite \| Source
Density-induced margin support vector machines (journal article) Zhang, Li \| Zhou, Wei-Da Pattern Recognition, volume 44, issue 7, pages 1448-1460 (2011). 10.1016/j.patcog.2011.01.006 Cited by (24) \| Cite \| Source
Sparse ensembles using weighted combination methods based on linear programming (journal article) Zhang, Li \| Zhou, Wei-Da Pattern Recognition, volume 44, issue 1, pages 97-106 (2011). 10.1016/j.patcog.2010.07.021 Cited by (109) \| Cite \| Source
Nonlinear Nearest Subspace Classifier (book chapter) In Neural Information Processing Zhang, Li \| Zhou, Wei-Da \| Liu, Bing Springer Berlin Heidelberg (2011) 10.1007/978-3-642-24958-7_74 Cited by (6) \| Cite \| Source
Generalized nonlinear discriminant analysis and its small sample size problems (journal article) Zhang, Li \| Zhou, Wei Da \| Chang, Pei-Chann Neurocomputing, volume 74, issue 4, pages 568-574 (2011). 10.1016/j.neucom.2010.09.022 Cited by (10) \| Cite \| Source
Complex-valued support vector classifiers (journal article) Zhang, Li \| Zhou, Weida \| Jiao, Licheng Digital Signal Processing, volume 20, issue 3, pages 944-955 (2010). 10.1016/j.dsp.2009.09.005 Cited by (7) \| Cite \| Source
On the sparseness of 1-norm support vector machines (journal article) Zhang, Li \| Zhou, Weida Neural Networks, volume 23, issue 3, pages 373-385 (2010). 10.1016/j.neunet.2009.11.012 Cited by (57) \| Cite \| Source