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AUTHOR = "Li, X. and Zhang, H. and Zhang, R. and Nie, F.",
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Spectral Analysis in Unsupervised Learning",
JOURNAL = IP,
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@inproceedings{bb139262,
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#TT135227"}
@inproceedings{bb139263,
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#TT135228"}
@article{bb139264,
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",
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@article{bb139265,
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
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YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135230"}
@article{bb139266,
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#TT135231"}
@article{bb139267,
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#TT135232"}
@article{bb139268,
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#TT135233"}
@article{bb139269,
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#TT135234"}
@article{bb139270,
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#TT135235"}
@article{bb139271,
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#TT135236"}
@article{bb139272,
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#TT135237"}
@article{bb139273,
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#TT135238"}
@article{bb139274,
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#TT135239"}
@article{bb139275,
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#TT135240"}
@article{bb139276,
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#TT135241"}
@article{bb139277,
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#TT135242"}
@inproceedings{bb139278,
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#TT135243"}
@article{bb139279,
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#TT135244"}
@article{bb139280,
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#TT135245"}
@article{bb139281,
AUTHOR = "Wang, Z. and Li, Q. and Zhao, H.F. and Nie, F.P.",
TITLE = "Simultaneous local clustering and unsupervised feature selection via
strong space constraint",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135246"}
@article{bb139282,
AUTHOR = "Huang, P. and Kong, Z.M. and Xie, M.Y. and Yang, X.W.",
TITLE = "Robust unsupervised feature selection via data relationship learning",
JOURNAL = PR,
VOLUME = "142",
YEAR = "2023",
PAGES = "109676",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135247"}
@article{bb139283,
AUTHOR = "Guo, L.L. and Chen, X.H.",
TITLE = "Latent low-rank representation sparse regression model with symmetric
constraint for unsupervised feature selection",
JOURNAL = IET-IPR,
VOLUME = "17",
YEAR = "2023",
NUMBER = "9",
PAGES = "2791-2805",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135248"}
@article{bb139284,
AUTHOR = "Wang, C.C. and Wang, J. and Gu, Z. and Wei, J.M. and Liu, J.",
TITLE = "Unsupervised feature selection by learning exponential weights",
JOURNAL = PR,
VOLUME = "148",
YEAR = "2024",
PAGES = "110183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135249"}
@article{bb139285,
AUTHOR = "Li, D.Z. and Chen, H.M. and Mi, Y. and Luo, C. and Horng, S.J. and Li, T.R.",
TITLE = "Dual space-based fuzzy graphs and orthogonal basis clustering for
unsupervised feature selection",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110683",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135250"}
@article{bb139286,
AUTHOR = "Zuo, X.Y. and Zhang, W.B. and Wang, X.Y. and Dang, L. and Qiao, B. and Wang, Y.",
TITLE = "Unsupervised feature selection via maximum relevance and minimum
global redundancy",
JOURNAL = PR,
VOLUME = "164",
YEAR = "2025",
PAGES = "111483",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135251"}
@article{bb139287,
AUTHOR = "Jin, M. and Wang, Y.Y. and Peng, Y. and Nie, F.P. and Cichocki, A.",
TITLE = "Adaptive Feature-Weighted Local-Global Clustering",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "2584-2588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135252"}
@article{bb139288,
AUTHOR = "Wang, Y.Y. and Yang, B. and Liu, Z. and Li, J.H. and Peng, Y.",
TITLE = "Adaptive Feature-Weighted Co-Clustering With Local Coordinate Coding",
JOURNAL = SPLetters,
VOLUME = "33",
YEAR = "2026",
PAGES = "2780-2784",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135253"}
@article{bb139289,
AUTHOR = "Wang, C.Z. and Zhang, Y. and An, S. and Deng, T.Q.",
TITLE = "Adaptive feature selection based on fuzzy rough set fusion model with
class variance",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112014",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135254"}
@article{bb139290,
AUTHOR = "Huang, Y. and Zhang, Y.Q. and Wang, C.Z. and An, S.",
TITLE = "Adaptive fuzzy feature selection with the fusion of data distribution
information",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112785",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135255"}
@article{bb139291,
AUTHOR = "Wu, J.S. and Yu, J.T. and Wu, J.Y. and Min, W.D. and Zheng, W.S.",
TITLE = "High-order Aligned Deep Complementary and View-Specific Similarity
Graphs for Unsupervised Multi-View Feature Selection",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112047",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135256"}
@article{bb139292,
AUTHOR = "Zhou, P. and Chen, Q. and Sang, L. and Zhao, S. and Wu, X.D.",
TITLE = "Unsupervised heterogeneous group streaming feature selection",
JOURNAL = PR,
VOLUME = "171",
YEAR = "2026",
PAGES = "112280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135257"}
@article{bb139293,
AUTHOR = "Xiu, X.C. and Huang, C. and Shang, P. and Liu, W.Q.",
TITLE = "Bi-Sparse Unsupervised Feature Selection",
JOURNAL = IP,
VOLUME = "34",
YEAR = "2025",
PAGES = "7407-7421",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135258"}
@article{bb139294,
AUTHOR = "Sheikhpour, R. and Saberi Movahed, F. and Jalili, M. and Berahmand, K.",
TITLE = "Semi-supervised feature selection with concept factorization and
robust label learning",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112317",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135259"}
@article{bb139295,
AUTHOR = "Xu, S.K. and Xie, X.J. and Chao, G.Q. and Xiong, Y.J.",
TITLE = "Multi-view unsupervised feature selection with unified measurement of
consistency and diversity",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112728",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135260"}
@article{bb139296,
AUTHOR = "Shen, Z.X. and Huang, Y. and Wang, D.J. and Ma, M. and Lv, F.M. and Li, T.R.",
TITLE = "Causally-Aware Unsupervised Feature Selection Learning",
JOURNAL = IP,
VOLUME = "35",
YEAR = "2026",
PAGES = "1011-1024",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135261"}
@article{bb139297,
AUTHOR = "Yuan, K. and Miao, D.Q. and Ding, W.P. and Pedrycz, W. and Yao, Y.",
TITLE = "Robust Semi-Supervised Feature Selection With Multi-Granularity
Zentropy Modeling",
JOURNAL = PAMI,
VOLUME = "48",
YEAR = "2026",
NUMBER = "4",
MONTH = "April",
PAGES = "4587-4604",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135262"}
@article{bb139298,
AUTHOR = "Xu, L. and Li, K. and Wang, D.J. and Zhou, F. and Lv, F.M. and Li, T.R. and Huang, Y.Y.",
TITLE = "Adaptive Topological Similarity Learning for Incomplete Multi-View
Unsupervised Feature Selection",
JOURNAL = CirSysVideo,
VOLUME = "36",
YEAR = "2026",
NUMBER = "5",
MONTH = "May",
PAGES = "7293-7306",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135263"}
@article{bb139299,
AUTHOR = "Kong, J.R. and Ding, J.Y. and Shang, R.H. and Li, Y.Y.",
TITLE = "Feature selection via anchor weight graph guided minimizing
between-class similarity",
JOURNAL = PR,
VOLUME = "179",
YEAR = "2026",
PAGES = "113651",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601us1.html#TT135264"}
Last update:Aug 19, 2026 at 13:26:35