@inproceedings{bb137200,
AUTHOR = "Sugiyama, M. and Ogawa, H.",
TITLE = "Exact Incremental Projection Learning in the Presence of Noise",
BOOKTITLE = SCIA99,
YEAR = "1999",
PAGES = "Neural Nets",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601pl3.html#TT133171"}
@article{bb137201,
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#TT133172"}
@article{bb137202,
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#TT133173"}
@article{bb137203,
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#TT133174"}
@article{bb137204,
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#TT133175"}
@article{bb137205,
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#TT133176"}
@article{bb137206,
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#TT133177"}
@article{bb137207,
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#TT133178"}
@article{bb137208,
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#TT133178"}
@article{bb137209,
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#TT133179"}
@inproceedings{bb137210,
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#TT133180"}
@article{bb137211,
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#TT133181"}
@inproceedings{bb137212,
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#TT133182"}
@article{bb137213,
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#TT133183"}
@inproceedings{bb137214,
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#TT133184"}
@article{bb137215,
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#TT133185"}
@inproceedings{bb137216,
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#TT133186"}
@article{bb137217,
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#TT133187"}
@article{bb137218,
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#TT133188"}
@article{bb137219,
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#TT133189"}
@article{bb137220,
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#TT133190"}
@article{bb137221,
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#TT133191"}
@article{bb137222,
AUTHOR = "Fan, M.Y. and Zhang, X.Q. and Lin, Z.C. and Zhang, Z.F. and Bao, H.J.",
TITLE = "A Regularized Approach for Geodesic-Based Semisupervised
Multimanifold Learning",
JOURNAL = IP,
VOLUME = "23",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "2133-2147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133192"}
@article{bb137223,
AUTHOR = "Qiu, J.Y. and Wang, Y.B. and Pan, Z.S. and Jia, B.",
TITLE = "Semi-Supervised Feature Selection with Universum Based on Linked Social
Media Data",
JOURNAL = IEICE,
VOLUME = "E97-D",
YEAR = "2014",
NUMBER = "9",
MONTH = "September",
PAGES = "2522-2525",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133193"}
@article{bb137224,
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#TT133194"}
@article{bb137225,
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/pattern601us1.html#TT133195"}
@article{bb137226,
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/pattern601us1.html#TT133196"}
@article{bb137227,
AUTHOR = "Dornaika, F. and El Traboulsi, Y. and Assoum, A.",
TITLE = "Inductive and flexible feature extraction for semi-supervised pattern
categorization",
JOURNAL = PR,
VOLUME = "60",
YEAR = "2016",
NUMBER = "1",
PAGES = "275-285",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133197"}
@inproceedings{bb137228,
AUTHOR = "Dornaika, F. and El Traboulsi, Y.",
TITLE = "A Flexible Semi-supervised Feature Extraction Method for Image
Classification",
BOOKTITLE = FSLCV14,
YEAR = "2014",
PAGES = "III: 122-137",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133198"}
@inproceedings{bb137229,
AUTHOR = "Dornaika, F. and El Traboulsi, Y. and Cases, B. and Assoum, A.",
TITLE = "Image Classification via Semi-supervised Feature Extraction with
Out-of-Sample Extension",
BOOKTITLE = ISVC14,
YEAR = "2014",
PAGES = "I: 182-192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133199"}
@article{bb137230,
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#TT133200"}
@inproceedings{bb137231,
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#TT133201"}
@article{bb137232,
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/pattern601us1.html#TT133202"}
@article{bb137233,
AUTHOR = "Wang, Y.T. and Wang, J.D. and Liao, H. and Chen, H.Y.",
TITLE = "An efficient semi-supervised representatives feature selection
algorithm based on information theory",
JOURNAL = PR,
VOLUME = "61",
YEAR = "2017",
NUMBER = "1",
PAGES = "511-523",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133203"}
@article{bb137234,
AUTHOR = "Sheikhpour, R. and Sarram, M.A. and Gharaghani, S. and Chahooki, M.A.Z.",
TITLE = "A Survey on semi-supervised feature selection methods",
JOURNAL = PR,
VOLUME = "64",
YEAR = "2017",
NUMBER = "1",
PAGES = "141-158",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133204"}
@article{bb137235,
AUTHOR = "Yu, E. and Sun, J. and Li, J. and Chang, X. and Han, X. and Hauptmann, A.G.",
TITLE = "Adaptive Semi-Supervised Feature Selection for Cross-Modal Retrieval",
JOURNAL = MultMed,
VOLUME = "21",
YEAR = "2019",
NUMBER = "5",
MONTH = "May",
PAGES = "1276-1288",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133205"}
@article{bb137236,
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#TT133206"}
@article{bb137237,
AUTHOR = "Zhang, Q. and Lu, M.F. and Yu, S.J. and Xin, J.M. and Chen, B.D.",
TITLE = "An information bottleneck approach for feature selection",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111564",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133207"}
@article{bb137238,
AUTHOR = "Yang, B. and Wu, J.H. and Zhou, Y. and Zhang, X.T. and Lin, Z.P. and Nie, F.P. and Chen, B.D.",
TITLE = "Robust spectral embedded bilateral orthogonal concept factorization
for clustering",
JOURNAL = PR,
VOLUME = "150",
YEAR = "2024",
PAGES = "110308",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133208"}
@article{bb137239,
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#TT133209"}
@article{bb137240,
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#TT133210"}
@article{bb137241,
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#TT133211"}
@article{bb137242,
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/pattern601us1.html#TT133212"}
@inproceedings{bb137243,
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/pattern601us1.html#TT133213"}
@article{bb137244,
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#TT133214"}
@article{bb137245,
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#TT133215"}
@article{bb137246,
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#TT133216"}
@article{bb137247,
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/pattern601us1.html#TT133217"}
@article{bb137248,
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#TT133218"}
@inproceedings{bb137249,
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#TT133219"}
@article{bb137250,
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#TT133220"}
@article{bb137251,
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#TT133221"}
@article{bb137252,
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#TT133222"}
@article{bb137253,
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#TT133223"}
@article{bb137254,
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#TT133224"}
@article{bb137255,
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#TT133225"}
@article{bb137256,
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#TT133226"}
@article{bb137257,
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#TT133227"}
@article{bb137258,
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#TT133228"}
@article{bb137259,
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#TT133229"}
@article{bb137260,
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#TT133230"}
@article{bb137261,
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#TT133231"}
@inproceedings{bb137262,
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#TT133232"}
@article{bb137263,
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#TT133233"}
@article{bb137264,
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#TT133234"}
@article{bb137265,
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#TT133235"}
@inproceedings{bb137266,
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#TT133236"}
@inproceedings{bb137267,
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#TT133237"}
@inproceedings{bb137268,
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#TT133238"}
@article{bb137269,
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#TT133239"}
@article{bb137270,
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#TT133240"}
@article{bb137271,
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#TT133241"}
@article{bb137272,
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#TT133242"}
@article{bb137273,
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#TT133243"}
@article{bb137274,
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#TT133244"}
@article{bb137275,
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#TT133245"}
@article{bb137276,
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#TT133246"}
@article{bb137277,
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#TT133247"}
@article{bb137278,
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#TT133248"}
@article{bb137279,
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#TT133249"}
@article{bb137280,
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#TT133250"}
@article{bb137281,
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#TT133251"}
@article{bb137282,
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#TT133252"}
@article{bb137283,
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#TT133253"}
@inproceedings{bb137284,
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#TT133254"}
@inproceedings{bb137285,
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#TT133255"}
@article{bb137286,
AUTHOR = "Zhou, P. and Du, L. and Li, X.J. and Shen, Y.D. and Qian, Y.H.",
TITLE = "Unsupervised feature selection with adaptive multiple graph learning",
JOURNAL = PR,
VOLUME = "105",
YEAR = "2020",
PAGES = "107375",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133256"}
@article{bb137287,
AUTHOR = "Yan, X.Y. 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#TT133257"}
@article{bb137288,
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#TT133258"}
@article{bb137289,
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#TT133259"}
@article{bb137290,
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#TT133260"}
@article{bb137291,
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#TT133261"}
@article{bb137292,
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#TT133262"}
@article{bb137293,
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#TT133263"}
@article{bb137294,
AUTHOR = "Song, Z.H. 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#TT133264"}
@article{bb137295,
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#TT133265"}
@article{bb137296,
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#TT133266"}
@article{bb137297,
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/pattern601us1.html#TT133267"}
@article{bb137298,
AUTHOR = "Kong, J.R. and Shang, R.H. and Zhang, W.T. and Wang, C. and Xu, S.",
TITLE = "Robust feature selection via central point link information and
sparse latent representation",
JOURNAL = PR,
VOLUME = "154",
YEAR = "2024",
PAGES = "110617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT133268"}
@article{bb137299,
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/pattern601us1.html#TT133269"}
Last update:Apr 6, 2026 at 11:28:57