@article{bb116600, 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#TT112777"} @article{bb116601, 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#TT112778"} @article{bb116602, 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#TT112779"} @article{bb116603, 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#TT112780"} @article{bb116604, 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#TT112780"} @article{bb116605, 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#TT112781"} @inproceedings{bb116606, 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#TT112782"} @article{bb116607, 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#TT112783"} @inproceedings{bb116608, 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#TT112784"} @article{bb116609, 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#TT112785"} @inproceedings{bb116610, 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#TT112786"} @article{bb116611, 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#TT112787"} @inproceedings{bb116612, 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#TT112788"} @article{bb116613, 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#TT112789"} @article{bb116614, 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#TT112790"} @article{bb116615, 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#TT112791"} @article{bb116616, 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#TT112792"} @article{bb116617, 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#TT112793"} @article{bb116618, 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#TT112794"} @article{bb116619, 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#TT112795"} @inproceedings{bb116620, 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#TT112796"} @article{bb116621, 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#TT112797"} @article{bb116622, 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#TT112798"} @article{bb116623, 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#TT112799"} @article{bb116624, 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#TT112800"} @article{bb116625, 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#TT112801"} @article{bb116626, 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#TT112802"} @article{bb116627, 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#TT112803"} @article{bb116628, 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#TT112804"} @inproceedings{bb116629, 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#TT112805"} @article{bb116630, 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#TT112806"} @article{bb116631, 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#TT112807"} @article{bb116632, 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#TT112808"} @article{bb116633, 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#TT112809"} @article{bb116634, 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#TT112810"} @article{bb116635, 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#TT112811"} @article{bb116636, 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#TT112812"} @article{bb116637, 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#TT112813"} @article{bb116638, 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#TT112814"} @article{bb116639, 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#TT112815"} @article{bb116640, 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#TT112816"} @article{bb116641, 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#TT112817"} @inproceedings{bb116642, 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#TT112818"} @article{bb116643, 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#TT112819"} @article{bb116644, 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#TT112820"} @article{bb116645, 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#TT112821"} @inproceedings{bb116646, 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#TT112822"} @inproceedings{bb116647, 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#TT112823"} @inproceedings{bb116648, 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#TT112824"} @article{bb116649, 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#TT112825"} @article{bb116650, 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#TT112826"} @article{bb116651, 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#TT112827"} @article{bb116652, 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#TT112828"} @article{bb116653, 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#TT112829"} @article{bb116654, AUTHOR = "Zhou, P. and Hu, X.G. and Li, P.P. and Wu, X.D.", TITLE = "OFS-Density: A novel online streaming feature selection method", JOURNAL = PR, VOLUME = "86", YEAR = "2019", PAGES = "48-61", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112830"} @article{bb116655, AUTHOR = "Teisseyre, P. and Zufferey, D. and Slomka, M.", TITLE = "Cost-sensitive classifier chains: Selecting low-cost features in multi-label classification", JOURNAL = PR, VOLUME = "86", YEAR = "2019", PAGES = "290-319", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112831"} @article{bb116656, AUTHOR = "Su, Y.T. and Bai, X. and Li, W. and Jing, P.G. and Zhang, J. and Liu, J.", TITLE = "Graph regularized low-rank tensor representation for feature selection", JOURNAL = JVCIR, VOLUME = "56", YEAR = "2018", PAGES = "234-244", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112832"} @article{bb116657, AUTHOR = "Bradley, P.E. and Keller, S. and Weinmann, M.", TITLE = "Unsupervised Feature Selection Based on Ultrametricity and Sparse Training Data: A Case Study for the Classification of High-Dimensional Hyperspectral Data", JOURNAL = RS, VOLUME = "10", YEAR = "2018", NUMBER = "10", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112833"} @article{bb116658, AUTHOR = "Kashef, S. and Nezamabadi pour, H.", TITLE = "A label-specific multi-label feature selection algorithm based on the Pareto dominance concept", JOURNAL = PR, VOLUME = "88", YEAR = "2019", PAGES = "654-667", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112834"} @article{bb116659, AUTHOR = "Yuan, H.L. and Li, J.Y. and Lai, L.L. and Tang, Y.Y.", TITLE = "Joint sparse matrix regression and nonnegative spectral analysis for two-dimensional unsupervised feature selection", JOURNAL = PR, VOLUME = "89", YEAR = "2019", PAGES = "119-133", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112835"} @article{bb116660, AUTHOR = "Wang, H. and Zhang, Q. and Wu, J. and Pan, S.R. and Chen, Y.X.", TITLE = "Time series feature learning with labeled and unlabeled data", JOURNAL = PR, VOLUME = "89", YEAR = "2019", PAGES = "55-66", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112836"} @article{bb116661, AUTHOR = "Nie, F. and Yang, S. and Zhang, R. and Li, X.", TITLE = "A General Framework for Auto-Weighted Feature Selection via Global Redundancy Minimization", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "5", MONTH = "May", PAGES = "2428-2438", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112837"} @article{bb116662, AUTHOR = "de Amorim, R.C.", TITLE = "Unsupervised feature selection for large data sets", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "183-189", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112838"} @article{bb116663, AUTHOR = "Li, X. and Zhang, H. and Zhang, R. and Nie, F.", TITLE = "Discriminative and Uncorrelated Feature Selection With Constrained Spectral Analysis in Unsupervised Learning", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "2139-2149", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112839"} @inproceedings{bb116664, AUTHOR = "Guo, M. and Yang, S. and Nie, F. and Li, X.", TITLE = "Locality-Based Discriminant Feature Selection with Trace Ratio", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3373-3377", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112840"} @inproceedings{bb116665, AUTHOR = "Yang, S. and Nie, F. and Li, X.", TITLE = "Unsupervised Feature Selection with Local Structure Learning", BOOKTITLE = ICIP18, YEAR = "2018", PAGES = "3398-3402", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112841"} @article{bb116666, AUTHOR = "Yan, X. and Nazmi, S. and Erol, B.A. and Homaifar, A. and Gebru, B. and Tunstel, E.", TITLE = "An efficient unsupervised feature selection procedure through feature clustering", JOURNAL = PRL, VOLUME = "131", YEAR = "2020", PAGES = "277-284", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112842"} @article{bb116667, AUTHOR = "Gan, J.Z. and Wen, G.Q. and Yu, H. and Zheng, W. and Lei, C.", TITLE = "Supervised feature selection by self-paced learning regression", JOURNAL = PRL, VOLUME = "132", YEAR = "2020", PAGES = "30-37", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112843"} @article{bb116668, AUTHOR = "Zheng, W. and Zhu, X.F. and Wen, G.Q. and Zhu, Y.H. and Yu, H. and Gan, J.Z.", TITLE = "Unsupervised feature selection by self-paced learning regularization", JOURNAL = PRL, VOLUME = "132", YEAR = "2020", PAGES = "4-11", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112844"} @article{bb116669, AUTHOR = "Zhang, R. and Li, X.", TITLE = "Unsupervised Feature Selection Via Data Reconstruction and Side Information", JOURNAL = IP, VOLUME = "29", YEAR = "2020", PAGES = "8097-8106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112845"} @article{bb116670, AUTHOR = "Lim, H.K. and Kim, D.W.", TITLE = "Pairwise dependence-based unsupervised feature selection", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107663", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112846"} @article{bb116671, AUTHOR = "Wu, J.S. and Song, M.X. and Min, W.D. and Lai, J.H. and Zheng, W.S.", TITLE = "Joint adaptive manifold and embedding learning for unsupervised feature selection", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107742", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112847"} @article{bb116672, AUTHOR = "Shang, R.H. and Wang, L.J. and Shang, F.H. and Jiao, L.C. and Li, Y.Y.", TITLE = "Dual space latent representation learning for unsupervised feature selection", JOURNAL = PR, VOLUME = "114", YEAR = "2021", PAGES = "107873", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112848"} @article{bb116673, AUTHOR = "Song, Z. and Song, P. and Sheng, C. and Zheng, W.M. and Zhang, W.J. and Li, S.", TITLE = "A Novel Discriminative Virtual Label Regression Method for Unsupervised Feature Selection", JOURNAL = IEICE, VOLUME = "E105-D", YEAR = "2022", NUMBER = "1", MONTH = "January", PAGES = "175-179", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112849"} @article{bb116674, AUTHOR = "Huang, P. and Yang, X.W.", TITLE = "Unsupervised feature selection via adaptive graph and dependency score", JOURNAL = PR, VOLUME = "127", YEAR = "2022", PAGES = "108622", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112850"} @article{bb116675, AUTHOR = "Liu, K.H. and Chen, Y.K. and Chen, T.Y.", TITLE = "A Band Subset Selection Approach Based on Sparse Self-Representation and Band Grouping for Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "22", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112851"} @inproceedings{bb116676, AUTHOR = "Chien, H.C. and Lai, C.H. and Liu, K.H.", TITLE = "Unsupervised Band Selection Based on Group-Based Sparse Representation", BOOKTITLE = HISP16, YEAR = "2016", PAGES = "I: 389-401", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112852"} @article{bb116677, AUTHOR = "Li, L. and Qu, H.C. and Li, Z. and Zheng, J. and Guo, F.", TITLE = "Discriminative Projection Learning With Adaptive Reversed Graph Embedding for Supervised and Semi-Supervised Dimensionality Reduction", JOURNAL = CirSysVideo, VOLUME = "32", YEAR = "2022", NUMBER = "12", MONTH = "December", PAGES = "8688-8702", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112853"} @article{bb116678, AUTHOR = "Chen, B. and Guan, J. and Li, Z.N.", TITLE = "Unsupervised Feature Selection via Graph Regularized Nonnegative CP Decomposition", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "2", MONTH = "February", PAGES = "2582-2594", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112854"} @article{bb116679, AUTHOR = "Shi, D. and Zhu, L. and Li, J.J. and Zhang, Z. and Chang, X.J.", TITLE = "Unsupervised Adaptive Feature Selection With Binary Hashing", JOURNAL = IP, VOLUME = "32", YEAR = "2023", PAGES = "838-853", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112855"} @article{bb116680, AUTHOR = "Li, Z.X. and Nie, F.P. and Bian, J. and Wu, D.Y. and Li, X.L.", TITLE = "Sparse PCA via L_2,p-Norm Regularization for Unsupervised Feature Selection", JOURNAL = PAMI, VOLUME = "45", YEAR = "2023", NUMBER = "4", MONTH = "April", PAGES = "5322-5328", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112856"} @inproceedings{bb116681, AUTHOR = "Trosten, D.J. and Sharma, P.", TITLE = "Unsupervised Feature Extraction: A CNN-Based Approach", BOOKTITLE = SCIA19, YEAR = "2019", PAGES = "197-208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112857"} @inproceedings{bb116682, AUTHOR = "Wang, M. and Yue, X. and Gao, C. and Chen, Y.", TITLE = "Feature Selection Ensemble for Symbolic Data Classification with AHP", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "868-873", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112858"} @inproceedings{bb116683, AUTHOR = "Zheng, J. and Lee, T. and Feng, C. and Lit, X. and Zhang, Z.", TITLE = "Robust Attentional Pooling via Feature Selection", BOOKTITLE = ICPR18, YEAR = "2018", PAGES = "2038-2043", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112859"} @inproceedings{bb116684, AUTHOR = "Wei, R. and Robles Kelly, A. and Alvarez, J.", TITLE = "Context Free Band Reduction Using a Convolutional Neural Network", BOOKTITLE = SSSPR18, YEAR = "2018", PAGES = "86-96", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112860"} @inproceedings{bb116685, AUTHOR = "Wangila, K.W. and Gao, K. and Zhu, P. and Hu, Q. and Zhang, C.", TITLE = "Mixed sparsity regularized multi-view unsupervised feature selection", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "1930-1934", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112861"} @inproceedings{bb116686, AUTHOR = "Zhuge, W.Z. and Hou, C. and Nie, F. and Yi, D.", TITLE = "Unsupervised feature extraction using a learned graph with clustering structure", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "3597-3602", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112862"} @inproceedings{bb116687, AUTHOR = "Nie, S.Q. and Gao, T. and Ji, Q.A.", TITLE = "An information theoretic feature selection framework based on integer programming", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "3584-3589", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112863"} @inproceedings{bb116688, AUTHOR = "Rani, D.S. and Rani, T.S. and Bhavani, S.D.", TITLE = "Feature subset selection using consensus clustering", BOOKTITLE = ICAPR15, YEAR = "2015", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112864"} @inproceedings{bb116689, AUTHOR = "Majumder, A. and Hasanuzzaman, M. and Ekbal, A.", TITLE = "Feature selection for event extraction in biomedical text", BOOKTITLE = ICAPR15, YEAR = "2015", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112865"} @inproceedings{bb116690, AUTHOR = "Han, D.Y. and Kim, J.", TITLE = "Unsupervised Simultaneous Orthogonal basis Clustering Feature Selection", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "5016-5023", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112866"} @inproceedings{bb116691, AUTHOR = "Sui, C.H. and Tian, Y. and Xu, Y.P.", TITLE = "An Unsupervised Band Selection Method Based on Overall Accuracy Prediction", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3756-3761", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112867"} @inproceedings{bb116692, AUTHOR = "Lan, T. and Raptis, M. and Sigal, L. and Mori, G.", TITLE = "From Subcategories to Visual Composites: A Multi-level Framework for Object Detection", BOOKTITLE = ICCV13, YEAR = "2013", PAGES = "369-376", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112868"} @inproceedings{bb116693, AUTHOR = "Liu, Y. and Wang, Y.Z.", TITLE = "Unsupervised discriminative feature selection in a kernel space via L2,1-norm minimization", BOOKTITLE = ICPR12, YEAR = "2012", PAGES = "1205-1208", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112869"} @inproceedings{bb116694, AUTHOR = "Coelho, F. and Braga, A.P. and Verleysen, M.", TITLE = "Multi-Objective Semi-Supervised Feature Selection and Model Selection Based on Pearson's Correlation Coefficient", BOOKTITLE = CIARP10, YEAR = "2010", PAGES = "509-516", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112870"} @inproceedings{bb116695, AUTHOR = "Wang, S.Y. and Baird, H.S.", TITLE = "Performance Evaluation of Automatic Feature Discovery Focused within Error Clusters", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "718-721", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112871"} @inproceedings{bb116696, AUTHOR = "Wang, S.Y. and Baird, H.S.", TITLE = "Feature selection focused within error clusters", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112872"} @inproceedings{bb116697, AUTHOR = "Zhao, B. and Kwok, J.T. and Wang, F. and Zhang, C.S.", TITLE = "Unsupervised Maximum Margin Feature Selection with manifold regularization", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "888-895", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112873"} @inproceedings{bb116698, AUTHOR = "Xie, L.X. and Chang, S.F. and Divakaran, A. and Sun, H.F.", TITLE = "Feature selection for unsupervised discovery of statistical temporal structures in video", BOOKTITLE = ICIP03, YEAR = "2003", PAGES = "I: 29-32", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112874"} @inproceedings{bb116699, AUTHOR = "Murphey, Y.L. and Guo, H.", TITLE = "Automatic Feature Selection: A Hybrid Statistical Approach", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 382-385", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT112875"}