@inproceedings{bb116500, AUTHOR = "Dom, B. and Niblack, W. and Sheinvald, J.", TITLE = "Feature selection with stochastic complexity", BOOKTITLE = CVPR89, YEAR = "1989", PAGES = "241-248", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern600.html#TT112677"} @inproceedings{bb116501, AUTHOR = "Blanz, W.E.", TITLE = "Nonparametric feature selection for multiple class processes", BOOKTITLE = ICPR88, YEAR = "1988", PAGES = "II: 1032-1035", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern600.html#TT112678"} @inproceedings{bb116502, AUTHOR = "Selkainaho, K. and Pakkinen, J.", TITLE = "ICC statistic as criterion for classification and feature selection", BOOKTITLE = ICPR88, YEAR = "1988", PAGES = "II: 709-711", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern600.html#TT112679"} @inproceedings{bb116503, AUTHOR = "Xu, L. and Yan, P.F. and Chang, T.", TITLE = "Best first strategy for feature selection", BOOKTITLE = ICPR88, YEAR = "1988", PAGES = "II: 706-708", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern600.html#TT112680"} @inproceedings{bb116504, AUTHOR = "Bobrowski, L.", TITLE = "Feature selection based on some homogeneity coefficient", BOOKTITLE = ICPR88, YEAR = "1988", PAGES = "I: 544-546", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern600.html#TT112681"} @inproceedings{bb116505, AUTHOR = "Segen, J.", TITLE = "Clumping with feature selection and Occam's razor", BOOKTITLE = ICPR88, YEAR = "1988", PAGES = "I: 541-543", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern600.html#TT112682"} @article{bb116506, AUTHOR = "Yuan, Y.H. and Sun, Q.S. and Zhou, Q.A. and Xia, D.S.", TITLE = "A novel multiset integrated canonical correlation analysis framework and its application in feature fusion", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "5", MONTH = "May", PAGES = "1031-1040", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112683"} @inproceedings{bb116507, AUTHOR = "Ji, H.K. and Shen, X.B. and Sun, Q.S. and Ji, Z.X.", TITLE = "Sparse Discrimination Based Multiset Canonical Correlation Analysis for Multi-Feature Fusion and Recognition", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112684"} @article{bb116508, AUTHOR = "Yan, H. and Yuan, X.T. and Yan, S.C. and Yang, J.Y.", TITLE = "Correntropy based feature selection using binary projection", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "12", MONTH = "December", PAGES = "2834-2842", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112685"} @article{bb116509, AUTHOR = "Yan, H. and Yang, J.", TITLE = "Sparse discriminative feature selection", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "5", PAGES = "1827-1835", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112686"} @inproceedings{bb116510, AUTHOR = "Yan, H. and Yang, W.K. and Yang, J. and Yang, J.Y.", TITLE = "Discriminant feature extraction based on center distance", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "1249-1252", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112687"} @article{bb116511, AUTHOR = "Yan, H. and Yang, J.", TITLE = "Joint Laplacian feature weights learning", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "3", PAGES = "1425-1432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112688"} @inproceedings{bb116512, AUTHOR = "Yan, H. and Jin, Z. and Yang, J.", TITLE = "Sparse Representation Preserving for Unsupervised Feature Selection", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "1574-1578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112689"} @article{bb116513, AUTHOR = "Zheng, W.M. and Lin, Z.C.", TITLE = "A new discriminant subspace analysis approach for multi-class problems", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "4", MONTH = "April", PAGES = "1426-1435", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112690"} @article{bb116514, AUTHOR = "Yan, J.J. and Zheng, W.M. and Zhou, X.Y. and Zhao, Z.J.", TITLE = "Sparse 2-D Canonical Correlation Analysis via Low Rank Matrix Approximation for Feature Extraction", JOURNAL = SPLetters, VOLUME = "19", YEAR = "2012", NUMBER = "1", MONTH = "January", PAGES = "51-54", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112691"} @article{bb116515, AUTHOR = "Shi, C.J. and Ruan, Q.Q. and An, G.Y. and Zhao, R.Z.", TITLE = "Hessian Semi-Supervised Sparse Feature Selection Based on L_2,1/2 -Matrix Norm", JOURNAL = MultMed, VOLUME = "17", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "16-28", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112692"} @article{bb116516, AUTHOR = "Shi, C.J. and Ruan, Q.Q. and An, G.Y. and Ge, C.", TITLE = "Semi-supervised sparse feature selection based on multi-view Laplacian regularization", JOURNAL = IVC, VOLUME = "41", YEAR = "2015", NUMBER = "1", PAGES = "1-10", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112693"} @article{bb116517, AUTHOR = "Shi, C.J. and An, G.Y. and Zhao, R.Z. and Ruan, Q.Q. and Tian, Q.", TITLE = "Multiview Hessian Semisupervised Sparse Feature Selection for Multimedia Analysis", JOURNAL = CirSysVideo, VOLUME = "27", YEAR = "2017", NUMBER = "9", MONTH = "September", PAGES = "1947-1961", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112694"} @article{bb116518, AUTHOR = "Zhang, L.F. and Zhang, Q. and Zhang, L.P. and Tao, D.C. and Huang, X. and Du, B.", TITLE = "Ensemble manifold regularized sparse low-rank approximation for multiview feature embedding", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "10", PAGES = "3102-3112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112695"} @article{bb116519, AUTHOR = "Hou, C. and Jiao, Y. and Nie, F. and Luo, T. and Zhou, Z.H.", TITLE = "2D Feature Selection by Sparse Matrix Regression", JOURNAL = IP, VOLUME = "26", YEAR = "2017", NUMBER = "9", MONTH = "September", PAGES = "4255-4268", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112696"} @article{bb116520, AUTHOR = "Foroughi, H. and Ray, N. and Zhang, H.", TITLE = "Object Classification With Joint Projection and Low-Rank Dictionary Learning", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "806-821", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112697"} @inproceedings{bb116521, AUTHOR = "Foroughi, H. and Shakeri, M. and Ray, N. and Zhang, H.", TITLE = "Face Recognition Using Multi-Modal Low-Rank Dictionary Learning", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1082-1086", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112698"} @inproceedings{bb116522, AUTHOR = "Foroughi, H. and Shakeri, M. and Ray, N. and Zhang, H.", TITLE = "Joint Feature Selection with Low-rank Dictionary Learning", BOOKTITLE = BMVC15, YEAR = "2015", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112699"} @article{bb116523, AUTHOR = "Huang, X.J. and Zhang, L. and Wang, B.J. and Zhang, Z. and Li, F.Z.", TITLE = "Feature weight estimation based on dynamic representation and neighbor sparse reconstruction", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "388-403", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112700"} @article{bb116524, AUTHOR = "Zhu, Y.H. and Zhang, X.J. and Hu, R.Y. and Wen, G.Q.", TITLE = "Adaptive structure learning for low-rank supervised feature selection", JOURNAL = PRL, VOLUME = "109", YEAR = "2018", PAGES = "89-96", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112701"} @article{bb116525, AUTHOR = "Yi, Y. and Zhou, W. and Liu, Q.H. and Luo, G.L. and Wang, J.Z. and Fang, Y.M. and Zheng, C.X.", TITLE = "Ordinal preserving matrix factorization for unsupervised feature selection", JOURNAL = SP:IC, VOLUME = "67", YEAR = "2018", PAGES = "118-131", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112702"} @article{bb116526, AUTHOR = "Chen, X.H. and Lu, Y.", TITLE = "Robust graph regularised sparse matrix regression for two-dimensional supervised feature selection", JOURNAL = IET-IPR, VOLUME = "14", YEAR = "2020", NUMBER = "9", MONTH = "July", PAGES = "1740-1749", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112703"} @article{bb116527, AUTHOR = "Huang, X.Y. and Nie, X.L.", TITLE = "Multi-View Feature Selection for PolSAR Image Classification via L_2,1 Sparsity Regularization and Manifold Regularization", JOURNAL = IP, VOLUME = "30", YEAR = "2021", PAGES = "8607-8618", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112704"} @article{bb116528, AUTHOR = "Lu, Y. and Chen, X.H.", TITLE = "Joint Feature Weighting and Adaptive Graph-Based Matrix Regression for Image Supervised Feature Selection", JOURNAL = SP:IC, VOLUME = "90", YEAR = "2021", PAGES = "116044", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112705"} @article{bb116529, AUTHOR = "Chen, X.H. and Lu, Y. and Zhang, J. and Zhu, X.Y.", TITLE = "Margin-based discriminant embedding guided sparse matrix regression for image supervised feature selection", JOURNAL = CVIU, VOLUME = "212", YEAR = "2021", PAGES = "103273", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112706"} @article{bb116530, AUTHOR = "Zhu, X.Y. and Chen, X.H.", TITLE = "Low-rank nonnegative sparse representation and local preservation-based matrix regression for supervised image feature selection", JOURNAL = IET-IPR, VOLUME = "15", YEAR = "2021", NUMBER = "13", PAGES = "3021-3036", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112707"} @article{bb116531, AUTHOR = "Chen, X.H. and Zhu, X.Y. and Lu, Y. and Pu, Z.F.", TITLE = "Non-negative low-rank adaptive preserving sparse matrix regression model for supervised image feature selection and classification", JOURNAL = IET-IPR, VOLUME = "17", YEAR = "2023", NUMBER = "7", PAGES = "2056-2071", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112708"} @article{bb116532, AUTHOR = "Zhou, J.T.Y.", TITLE = "Feature Selection With Multi-Source Transfer", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "5", MONTH = "May", PAGES = "2638-2646", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112709"} @article{bb116533, AUTHOR = "Shang, R.H. and Kong, J.R. and Zhang, W.T. and Feng, J. and Jiao, L.C. and Stolkin, R.", TITLE = "Uncorrelated feature selection via sparse latent representation and extended OLSDA", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108966", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112710"} @article{bb116534, AUTHOR = "Wang, J.Y. and Wang, H.M. and Nie, F.P. and Li, X.L.", TITLE = "Sparse feature selection via fast embedding spectral analysis", JOURNAL = PR, VOLUME = "139", YEAR = "2023", PAGES = "109472", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112711"} @article{bb116535, AUTHOR = "Li, G.Q. and Yang, L.X. and Zhao, K.Q.", TITLE = "A unified model for the sparse optimal scoring problem", JOURNAL = PR, VOLUME = "133", YEAR = "2023", PAGES = "108976", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112712"} @article{bb116536, AUTHOR = "Jiang, B. and Wang, B.B. and Luo, B.", TITLE = "Sparse norm regularized attribute selection for graph neural networks", JOURNAL = PR, VOLUME = "137", YEAR = "2023", PAGES = "109265", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112713"} @inproceedings{bb116537, AUTHOR = "Dornaika, F. and Khoder, A.", TITLE = "Feature Extraction by Joint Robust Discriminant Analysis and Inter-class Sparsity", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "2972-2979", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112714"} @inproceedings{bb116538, AUTHOR = "Khoder, A. and Dornaika, F.", TITLE = "Feature Extraction and Selection via Robust Discriminant Analysis and Class Sparsity", BOOKTITLE = ICPR21, YEAR = "2021", PAGES = "7258-7264", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112715"} @inproceedings{bb116539, AUTHOR = "Yang, H.C. and Huang, Y.J. and Tran, L. and Liu, J. and Huang, S.", TITLE = "On Benefits of Selection Diversity via Bilevel Exclusive Sparsity", BOOKTITLE = CVPR16, YEAR = "2016", PAGES = "5945-5954", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112716"} @inproceedings{bb116540, AUTHOR = "Liu, B.Y. and Liu, J. and Bai, X. and Lu, H.Q.", TITLE = "Regularized Hierarchical Feature Learning with Non-negative Sparsity and Selectivity for Image Classification", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "4293-4298", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112717"} @inproceedings{bb116541, AUTHOR = "Liu, M.X. and Sun, D. and Zhang, D.I.", TITLE = "Sparsity Score: A new filter feature selection method based on graph", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "959-962", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112718"} @inproceedings{bb116542, AUTHOR = "Yang, J. and Chu, D.", TITLE = "Sparse Representation Classifier Steered Discriminative Projection", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "694-697", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601spr2.html#TT112719"} @article{bb116543, AUTHOR = "Lakshminarasimhan, A.L. and Dasarathy, B.V.", TITLE = "A Unified Approach to Feature Selection and Learning in Unsupervised Environments", JOURNAL = TC, VOLUME = "24", YEAR = "1975", MONTH = "September", PAGES = "948-952", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112720"} @article{bb116544, AUTHOR = "Dasarathy, B.V.", TITLE = "Feature Selection and Concept of Immediate Neighborhood in the Context of Clustering Techniques", JOURNAL = PIEEE, VOLUME = "62", YEAR = "1974", NUMBER = "4", MONTH = "April", PAGES = "529-530", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112721"} @article{bb116545, AUTHOR = "Dasarathy, B.V.", TITLE = "FEAST: Feature Evaluation and Selection Technique for Deployment in Unsupervised Nonparametric Environments", JOURNAL = CIS, VOLUME = "6", YEAR = "1977", NUMBER = "4", MONTH = "September", PAGES = "307-315", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112722"} @article{bb116546, AUTHOR = "Dasarathy, B.V.", TITLE = "AHIMSA: Ad hoc Histogram Information Measure Sensing Algorithm for Feature Selection in the Context of Histogram Inspired Clustering Techniques", JOURNAL = PIEEE, VOLUME = "64", YEAR = "1976", NUMBER = "9", MONTH = "September", PAGES = "1446-1447", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112723"} @article{bb116547, AUTHOR = "Dasarathy, B.V.", TITLE = "A Generalized Discriminant Hyperplane Approach to Pattern Classification", JOURNAL = PRL, VOLUME = "12", YEAR = "1991", NUMBER = "2", MONTH = "February", PAGES = "127-128", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112724"} @article{bb116548, AUTHOR = "Basak, J. and De, R.K. and Pal, S.K.", TITLE = "Unsupervised Feature Selection Using a Neuro-Fuzzy Approach", JOURNAL = PRL, VOLUME = "19", YEAR = "1998", NUMBER = "11", MONTH = "September", PAGES = "997-1006", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112725"} @article{bb116549, AUTHOR = "Mitra, P. and Murthy, C.A. and Pal, S.K.", TITLE = "Unsupervised Feature Selection Using Feature Similarity", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "3", MONTH = "March", PAGES = "301-312", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112726"} @article{bb116550, AUTHOR = "Pal, S.K. and Murthy, C.A. and Mitra, P.", TITLE = "Unsupervised Feature Selection Using Feature Similarity", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "6", MONTH = "June", PAGES = "721", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112726"} @article{bb116551, AUTHOR = "Li, Y.H. and Dong, M. and Hua, J.", TITLE = "Localized feature selection for clustering", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "1", MONTH = "January", PAGES = "10-18", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112727"} @inproceedings{bb116552, AUTHOR = "Li, Y.H. and Dong, M. and Hua, J.", TITLE = "Feature selection for clustering with constraints using Jensen-Shannon divergence", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112728"} @article{bb116553, AUTHOR = "Li, Y.H. and Dong, M. and Hua, J.", TITLE = "Simultaneous Localized Feature Selection and Model Detection for Gaussian Mixtures", JOURNAL = PAMI, VOLUME = "31", YEAR = "2009", NUMBER = "5", MONTH = "May", PAGES = "953-960", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112729"} @inproceedings{bb116554, AUTHOR = "Li, Y.H. and Dong, M. and Hua, J.", TITLE = "Localized feature selection for Gaussian mixtures using variational learning", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112730"} @article{bb116555, AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.", TITLE = "An unsupervised approach to feature discretization and selection", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "9", MONTH = "September", PAGES = "3048-3060", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112731"} @inproceedings{bb116556, AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.", TITLE = "Unsupervised Joint Feature Discretization and Selection", BOOKTITLE = IbPRIA11, YEAR = "2011", PAGES = "200-207", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112732"} @article{bb116557, AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.", TITLE = "Efficient feature selection filters for high-dimensional data", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "13", MONTH = "October", PAGES = "1794-1804", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112733"} @inproceedings{bb116558, AUTHOR = "Ferreira, A.J. and Figueiredo, M.A.T.", TITLE = "An Incremental Bit Allocation Strategy for Supervised Feature Discretization", BOOKTITLE = IbPRIA13, YEAR = "2013", PAGES = "526-534", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112734"} @article{bb116559, AUTHOR = "Mao, K.Z.", TITLE = "Identifying critical variables of principal components for unsupervised feature selection", JOURNAL = SMC-B, VOLUME = "35", YEAR = "2005", NUMBER = "2", MONTH = "April", PAGES = "339-344", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112735"} @article{bb116560, AUTHOR = "Cai, R.C. and Zhang, Z.J. and Hao, Z.F.", TITLE = "BASSUM: A Bayesian semi-supervised method for classification feature selection", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "4", MONTH = "April", PAGES = "811-820", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112736"} @article{bb116561, AUTHOR = "Breaban, M. and Luchian, H.", TITLE = "A unifying criterion for unsupervised clustering and feature selection", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "4", MONTH = "April", PAGES = "854-865", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112737"} @article{bb116562, AUTHOR = "Kalakech, M. and Biela, P. and Macaire, L. and Hamad, D.", TITLE = "Constraint scores for semi-supervised feature selection: A comparative study", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "5", MONTH = "April", PAGES = "656-665", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112738"} @article{bb116563, AUTHOR = "Qian, Y.H. and Liang, J. and Pedrycz, W. and Dang, C.Y.", TITLE = "An efficient accelerator for attribute reduction from incomplete data in rough set framework", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "8", MONTH = "August", PAGES = "1658-1670", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112739"} @article{bb116564, AUTHOR = "Wang, S.P. and Pedrycz, W. and Zhu, Q.X. and Zhu, W.", TITLE = "Subspace learning for unsupervised feature selection via matrix factorization", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "1", PAGES = "10-19", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112740"} @article{bb116565, AUTHOR = "Zhou, N. and Xu, Y.Y. and Cheng, H. and Fang, J. and Pedrycz, W.", TITLE = "Global and local structure preserving sparse subspace learning: An iterative approach to unsupervised feature selection", JOURNAL = PR, VOLUME = "53", YEAR = "2016", NUMBER = "1", PAGES = "87-101", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112741"} @inproceedings{bb116566, AUTHOR = "Zhou, N. and Cheng, H. and Zheng, Y.L. and He, L.T. and Pedrycz, W.", TITLE = "Unsupervised feature selection by nonnegative sparsity adaptive subspace learning", BOOKTITLE = ICWAPR16, YEAR = "2016", PAGES = "18-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112742"} @article{bb116567, AUTHOR = "Zhou, N. and Xu, Y.Y. and Cheng, H. and Yuan, Z.J. and Chen, B.D.", TITLE = "Maximum Correntropy Criterion-Based Sparse Subspace Learning for Unsupervised Feature Selection", JOURNAL = CirSysVideo, VOLUME = "29", YEAR = "2019", NUMBER = "2", MONTH = "February", PAGES = "404-417", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112743"} @article{bb116568, AUTHOR = "Liao, W. and Pizurica, A. and Scheunders, P. and Philips, W. and Pi, Y.", TITLE = "Semisupervised Local Discriminant Analysis for Feature Extraction in Hyperspectral Images", JOURNAL = GeoRS, VOLUME = "51", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "184-198", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112744"} @article{bb116569, AUTHOR = "Schiezaro, M. and Pedrini, H.", TITLE = "Data feature selection based on Artificial Bee Colony algorithm", JOURNAL = JIVP, VOLUME = "2013", YEAR = "2013", NUMBER = "1", PAGES = "47", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112745"} @article{bb116570, AUTHOR = "Wang, L. and Cheng, H. and Liu, Z.C. and Zhu, C.", TITLE = "A robust elastic net approach for feature learning", JOURNAL = JVCIR, VOLUME = "25", YEAR = "2014", NUMBER = "2", PAGES = "313-321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112746"} @article{bb116571, AUTHOR = "Bandyopadhyay, S. and Bhadra, T. and Mitra, P. and Maulik, U.", TITLE = "Integration of dense subgraph finding with feature clustering for unsupervised feature selection", JOURNAL = PRL, VOLUME = "40", YEAR = "2014", NUMBER = "1", PAGES = "104-112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112747"} @article{bb116572, AUTHOR = "Zhu, P.F. and Zuo, W.M. and Zhang, L. and Hu, Q.H. and Shiu, S.C.K.", TITLE = "Unsupervised feature selection by regularized self-representation", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "2", PAGES = "438-446", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112748"} @article{bb116573, AUTHOR = "Zhu, P.F. and Zhu, W.C. and Wang, W.Z. and Zuo, W.M. and Hu, Q.H.", TITLE = "Non-convex regularized self-representation for unsupervised feature selection", JOURNAL = IVC, VOLUME = "60", YEAR = "2017", NUMBER = "1", PAGES = "22-29", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112749"} @article{bb116574, AUTHOR = "Zhu, P.F. and Xu, Q. and Hu, Q.H. and Zhang, C.Q. and Zhao, H.", TITLE = "Multi-label feature selection with missing labels", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "488-502", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112750"} @inproceedings{bb116575, AUTHOR = "Liang, S. and Xu, Q. and Zhu, P.F. and Hu, Q.H. and Zhang, C.Q.", TITLE = "Unsupervised feature selection by manifold regularized self-representation", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "2398-2402", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112751"} @article{bb116576, AUTHOR = "Zhu, P.F. and Zhu, W.C. and Hu, Q.H. and Zhang, C.Q. and Zuo, W.M.", TITLE = "Subspace clustering guided unsupervised feature selection", JOURNAL = PR, VOLUME = "66", YEAR = "2017", NUMBER = "1", PAGES = "364-374", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112752"} @article{bb116577, AUTHOR = "Zhang, F. and Du, B. and Zhang, L.P.", TITLE = "Saliency-Guided Unsupervised Feature Learning for Scene Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "4", MONTH = "April", PAGES = "2175-2184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112753"} @article{bb116578, AUTHOR = "Yao, J. and Mao, Q. and Goodison, S. and Mai, V. and Sun, Y.J.", TITLE = "Feature selection for unsupervised learning through local learning", JOURNAL = PRL, VOLUME = "53", YEAR = "2015", NUMBER = "1", PAGES = "100-107", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112754"} @article{bb116579, AUTHOR = "Li, Z.C. and Tang, J.H.", TITLE = "Unsupervised Feature Selection via Nonnegative Spectral Analysis and Redundancy Control", JOURNAL = IP, VOLUME = "24", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "5343-5355", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112755"} @article{bb116580, AUTHOR = "Akay, B. and Karaboga, D.", TITLE = "A survey on the applications of artificial bee colony in signal, image, and video processing", JOURNAL = SIViP, VOLUME = "9", YEAR = "2015", NUMBER = "4", MONTH = "May", PAGES = "967-990", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112756"} @article{bb116581, AUTHOR = "Xu, Y. and Qiu, P. and Roysam, B.", TITLE = "Unsupervised Discovery of Subspace Trends", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "10", MONTH = "October", PAGES = "2131-2145", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112757"} @article{bb116582, AUTHOR = "Han, J.Q. and Sun, Z.Y. and Hao, H.W.", TITLE = "L0-norm based structural sparse least square regression for feature selection", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "12", PAGES = "3927-3940", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112758"} @article{bb116583, AUTHOR = "Feng, J. and Jiao, L.C. and Liu, F. and Sun, T. and Zhang, X.R.", TITLE = "Unsupervised feature selection based on maximum information and minimum redundancy for hyperspectral images", JOURNAL = PR, VOLUME = "51", YEAR = "2016", NUMBER = "1", PAGES = "295-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112759"} @article{bb116584, AUTHOR = "Xu, L. and Wong, A. and Li, F. and Clausi, D.A.", TITLE = "Intrinsic Representation of Hyperspectral Imagery for Unsupervised Feature Extraction", JOURNAL = GeoRS, VOLUME = "54", YEAR = "2016", NUMBER = "2", MONTH = "February", PAGES = "1118-1130", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112760"} @article{bb116585, AUTHOR = "Alba Cabrera, E. and Godoy Calderon, S. and Ibarra Fiallo, J.", TITLE = "Generating synthetic test matrices as a benchmark for the computational behavior of typical testor-finding algorithms", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "46-51", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112761"} @article{bb116586, AUTHOR = "Wang, D. and Tan, X.Y.", TITLE = "Unsupervised feature learning with C-SVDDNet", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "473-485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112762"} @article{bb116587, AUTHOR = "Wen, J.J. and Lai, Z.H. and Zhan, Y.W. and Cui, J.R.", TITLE = "The L2,1-norm-based unsupervised optimal feature selection with applications to action recognition", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "515-530", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112763"} @inproceedings{bb116588, AUTHOR = "Wen, J.J. and Lai, Z.H. and Wong, W.K. and Cui, J.R. and Wan, M.H.", TITLE = "Optimal Feature Selection for Robust Classification via L2,1-Norms Regularization", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "517-521", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112764"} @article{bb116589, AUTHOR = "Mo, D.M. and Lai, Z.H.", TITLE = "Robust Jointly Sparse Regression with Generalized Orthogonal Learning for Image Feature Selection", JOURNAL = PR, VOLUME = "93", YEAR = "2019", PAGES = "164-178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112765"} @article{bb116590, AUTHOR = "Xiong, W. and Zhang, L. and Du, B. and Tao, D.C.", TITLE = "Combining local and global: Rich and robust feature pooling for visual recognition", JOURNAL = PR, VOLUME = "62", YEAR = "2017", NUMBER = "1", PAGES = "225-235", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112766"} @article{bb116591, AUTHOR = "Zhang, Z.H. and Bai, L. and Liang, Y.H. and Hancock, E.R.", TITLE = "Joint hypergraph learning and sparse regression for feature selection", JOURNAL = PR, VOLUME = "63", YEAR = "2017", NUMBER = "1", PAGES = "291-309", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112767"} @inproceedings{bb116592, AUTHOR = "Zhang, Z.H. and Bai, L. and Liang, Y.H. and Hancock, E.R.", TITLE = "Adaptive Graph Learning for Unsupervised Feature Selection", BOOKTITLE = CAIP15, YEAR = "2015", PAGES = "I:790-800", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112768"} @inproceedings{bb116593, AUTHOR = "Zhang, Z.H. and Bai, L. and Liang, Y.H. and Hancock, E.R.", TITLE = "Unsupervised Feature Selection by Graph Optimization", BOOKTITLE = CIAP15, YEAR = "2015", PAGES = "I:130-140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112769"} @inproceedings{bb116594, AUTHOR = "Zhang, Z.H. and Xiahou, J.B. and Bai, L. and Hancock, E.R.", TITLE = "Coupled-Feature Hypergraph Representation for Feature Selection", BOOKTITLE = GbRPR15, YEAR = "2015", PAGES = "44-53", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112770"} @article{bb116595, AUTHOR = "Zaharieva, M. and Breiteneder, C. and Hudec, M.", TITLE = "Unsupervised group feature selection for media classification", JOURNAL = MultInfoRetr, VOLUME = "6", YEAR = "2017", NUMBER = "3", MONTH = "September", PAGES = "233-249", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112771"} @article{bb116596, AUTHOR = "Solorio Fernandez, S. and Martinez Trinidad, J.F. and Carrasco Ochoa, J.A.", TITLE = "A new Unsupervised Spectral Feature Selection Method for mixed data: A filter approach", JOURNAL = PR, VOLUME = "72", YEAR = "2017", NUMBER = "1", PAGES = "314-326", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112772"} @article{bb116597, AUTHOR = "Zhao, L. and Chen, Z. and Wang, Z.J.", TITLE = "Unsupervised Multiview Nonnegative Correlated Feature Learning for Data Clustering", JOURNAL = SPLetters, VOLUME = "25", YEAR = "2018", NUMBER = "1", MONTH = "January", PAGES = "60-64", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112773"} @article{bb116598, AUTHOR = "Li, Y.D. and Lei, C. and Fang, Y. and Hu, R.Y. and Li, Y.G. and Zhang, S.C.", TITLE = "Unsupervised feature selection by combining subspace learning with feature self-representation", JOURNAL = PRL, VOLUME = "109", YEAR = "2018", PAGES = "35-43", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112774"} @article{bb116599, AUTHOR = "Zhu, Q.H. and Yang, Y.B.", TITLE = "Discriminative embedded unsupervised feature selection", JOURNAL = PRL, VOLUME = "112", YEAR = "2018", PAGES = "219-225", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112775"}