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JOURNAL = GeoRS,
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MONTH = "July",
PAGES = "4272-4286",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135065"}
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AUTHOR = "Zhao, W. and Du, S.",
TITLE = "Spectral-Spatial Feature Extraction for Hyperspectral Image
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JOURNAL = GeoRS,
VOLUME = "54",
YEAR = "2016",
NUMBER = "8",
MONTH = "August",
PAGES = "4544-4554",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135066"}
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AUTHOR = "Li, J. and Kong, Y. and Zhao, H.D. and Yang, J. and Fu, Y.",
TITLE = "Learning Fast Low-Rank Projection for Image Classification",
JOURNAL = IP,
VOLUME = "25",
YEAR = "2016",
NUMBER = "10",
MONTH = "October",
PAGES = "4803-4814",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135067"}
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AUTHOR = "Huang, K.K. and Dai, D.Q. and Ren, C.X.",
TITLE = "Regularized coplanar discriminant analysis for dimensionality
reduction",
JOURNAL = PR,
VOLUME = "62",
YEAR = "2017",
NUMBER = "1",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135068"}
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AUTHOR = "Casalino, G. and Gillis, N.",
TITLE = "Sequential dimensionality reduction for extracting localized features",
JOURNAL = PR,
VOLUME = "63",
YEAR = "2017",
NUMBER = "1",
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AUTHOR = "Wang, Y. and Xie, J.B. and Wu, Y.",
TITLE = "Orthogonal discriminant analysis revisited",
JOURNAL = PRL,
VOLUME = "84",
YEAR = "2016",
NUMBER = "1",
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AUTHOR = "Song, S. and Gong, Y. and Zhang, Y. and Huang, G. and Huang, G.B.",
TITLE = "Dimension Reduction by Minimum Error Minimax Probability Machine",
JOURNAL = SMCS,
VOLUME = "47",
YEAR = "2017",
NUMBER = "1",
MONTH = "January",
PAGES = "58-69",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135071"}
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AUTHOR = "Zhang, C. and Fu, H. and Hu, Q. and Zhu, P. and Cao, X.",
TITLE = "Flexible Multi-View Dimensionality Co-Reduction",
JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "2",
MONTH = "February",
PAGES = "648-659",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135072"}
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AUTHOR = "Shao, G.W. and Sang, N.",
TITLE = "Regularized max-min linear discriminant analysis",
JOURNAL = PR,
VOLUME = "66",
YEAR = "2017",
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@inproceedings{bb139109,
AUTHOR = "Shao, G.W. and Sang, N.",
TITLE = "Fractional-step max-min distance analysis for dimension reduction",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "396-400",
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AUTHOR = "Yuan, S. and Mao, X. and Chen, L.",
TITLE = "Multilinear Spatial Discriminant Analysis for Dimensionality
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JOURNAL = IP,
VOLUME = "26",
YEAR = "2017",
NUMBER = "6",
MONTH = "June",
PAGES = "2669-2681",
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AUTHOR = "Wong, W.K. and Lai, Z. and Wen, J. and Fang, X. and Lu, Y.",
TITLE = "Low-Rank Embedding for Robust Image Feature Extraction",
JOURNAL = IP,
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YEAR = "2017",
NUMBER = "6",
MONTH = "June",
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AUTHOR = "Niu, G. and Ma, Z.M.",
TITLE = "Local non-linear alignment for non-linear dimensionality reduction",
JOURNAL = IET-CV,
VOLUME = "11",
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NUMBER = "5",
MONTH = "August",
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AUTHOR = "Liu, H. and Liu, L. and Le, T.D. and Lee, I. and Sun, S. and Li, J.",
TITLE = "Nonparametric Sparse Matrix Decomposition for Cross-View
Dimensionality Reduction",
JOURNAL = MultMed,
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YEAR = "2017",
NUMBER = "8",
MONTH = "August",
PAGES = "1848-1859",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135078"}
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AUTHOR = "Wang, R. and Nie, F. and Hong, R. and Chang, X. and Yang, X. and Yu, W.",
TITLE = "Fast and Orthogonal Locality Preserving Projections for
Dimensionality Reduction",
JOURNAL = IP,
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NUMBER = "10",
MONTH = "October",
PAGES = "5019-5030",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135079"}
@article{bb139115,
AUTHOR = "Lai, Z. and Xu, Y. and Yang, J. and Shen, L. and Zhang, D.",
TITLE = "Rotational Invariant Dimensionality Reduction Algorithms",
JOURNAL = Cyber,
VOLUME = "47",
YEAR = "2017",
NUMBER = "11",
MONTH = "November",
PAGES = "3733-3746",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135080"}
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AUTHOR = "Paul, R. and Chalup, S.K.",
TITLE = "A study on validating non-linear dimensionality reduction using
persistent homology",
JOURNAL = PRL,
VOLUME = "100",
YEAR = "2017",
NUMBER = "1",
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AUTHOR = "Ning, X. and Li, W. and Tang, B. and He, H.",
TITLE = "BULDP: Biomimetic Uncorrelated Locality Discriminant Projection for
Feature Extraction in Face Recognition",
JOURNAL = IP,
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YEAR = "2018",
NUMBER = "5",
MONTH = "May",
PAGES = "2575-2586",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135082"}
@article{bb139118,
AUTHOR = "Chen, S.B. and Zuo, C. and Ding, C. and Luo, B.",
TITLE = "Non-greedy Max-min Large Margin based on L1-norm",
JOURNAL = PRL,
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YEAR = "2018",
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AUTHOR = "Lopez Sanchez, D. and Arrieta, A.G. and Corchado, J.M.",
TITLE = "Data-independent Random Projections from the feature-space of the
homogeneous polynomial kernel",
JOURNAL = PR,
VOLUME = "82",
YEAR = "2018",
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AUTHOR = "Wang, S.J. and Xie, D. and Chen, F. and Gao, Q.X.",
TITLE = "Dimensionality reduction by LPP-L21",
JOURNAL = IET-CV,
VOLUME = "12",
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NUMBER = "5",
MONTH = "August",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135085"}
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AUTHOR = "Zhang, H. and Nie, F.P. and Zhang, R. and Li, X.L.",
TITLE = "Auto-weighted 2-dimensional maximum margin criterion",
JOURNAL = PR,
VOLUME = "83",
YEAR = "2018",
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AUTHOR = "Wu, S.H. and Bertholet, P. and Huang, H. and Cohen Or, D. and Gong, M.L. and Zwicker, M.",
TITLE = "Structure-Aware Data Consolidation",
JOURNAL = PAMI,
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135087"}
@article{bb139123,
AUTHOR = "Xie, L. and Yin, M. and Yin, X. and Liu, Y. and Yin, G.",
TITLE = "Low-Rank Sparse Preserving Projections for Dimensionality Reduction",
JOURNAL = IP,
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YEAR = "2018",
NUMBER = "11",
MONTH = "November",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135088"}
@article{bb139124,
AUTHOR = "Wang, G.A. and Hwang, J.N. and Rose, C. and Wallace, F.",
TITLE = "Uncertainty-Based Active Learning via Sparse Modeling for Image
Classification",
JOURNAL = IP,
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YEAR = "2019",
NUMBER = "1",
MONTH = "January",
PAGES = "316-329",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135089"}
@article{bb139125,
AUTHOR = "Gajamannage, K. and Paffenroth, R. and Bollt, E.M.",
TITLE = "A nonlinear dimensionality reduction framework using smooth geodesics",
JOURNAL = PR,
VOLUME = "87",
YEAR = "2019",
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AUTHOR = "Gajamannage, K. and Paffenroth, R.",
TITLE = "Bounded manifold completion",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
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AUTHOR = "Shi, Y. and Lei, M.L. and Yang, H. and Niu, L.F.",
TITLE = "Diffusion network embedding",
JOURNAL = PR,
VOLUME = "88",
YEAR = "2019",
PAGES = "518-531",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135092"}
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AUTHOR = "Hoyos Idrobo, A. and Varoquaux, G. and Kahn, J. and Thirion, B.",
TITLE = "Recursive Nearest Agglomeration (ReNA):
Fast Clustering for Approximation of Structured Signals",
JOURNAL = PAMI,
VOLUME = "41",
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NUMBER = "3",
MONTH = "March",
PAGES = "669-681",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135093"}
@article{bb139129,
AUTHOR = "Luo, T. and Hou, C. and Nie, F. and Yi, D.",
TITLE = "Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative
Analysis",
JOURNAL = Cyber,
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NUMBER = "3",
MONTH = "March",
PAGES = "933-946",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135094"}
@article{bb139130,
AUTHOR = "Najafabadi, A.A.S. and Azar, F.T.",
TITLE = "Removing redundancy data with preserving the structure and visuality in
a database",
JOURNAL = SIViP,
VOLUME = "13",
YEAR = "2019",
NUMBER = "4",
MONTH = "June",
PAGES = "745-752",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135095"}
@article{bb139131,
AUTHOR = "Ali, M. and Jones, M.W. and Xie, X.H. and Williams, M.",
TITLE = "TimeCluster: dimension reduction applied to temporal data for visual
analytics",
JOURNAL = VC,
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NUMBER = "6-8",
MONTH = "June",
PAGES = "1013-1026",
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AUTHOR = "Wu, W. and Kwong, S. and Hou, J. and Jia, Y. and Ip, H.H.S.",
TITLE = "Simultaneous Dimensionality Reduction and Classification via Dual
Embedding Regularized Nonnegative Matrix Factorization",
JOURNAL = IP,
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YEAR = "2019",
NUMBER = "8",
MONTH = "August",
PAGES = "3836-3847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135097"}
@article{bb139133,
AUTHOR = "Garcia Vega, S. and Castellanos Dominguez, G.",
TITLE = "Similarity preservation in dimensionality reduction using a
kernel-based cost function",
JOURNAL = PRL,
VOLUME = "125",
YEAR = "2019",
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AUTHOR = "Bai, C.Z. and Zhang, R. and Xu, Z.S. and Cheng, R. and Jin, B.G. and Chen, J.",
TITLE = "L1-norm-based kernel entropy components",
JOURNAL = PR,
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YEAR = "2019",
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AUTHOR = "Shen, X.J. and Liu, S.X. and Bao, B.K. and Pan, C.H. and Zha, Z.J. and Fan, J.P.",
TITLE = "A generalized least-squares approach regularized with graph embedding
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JOURNAL = PR,
VOLUME = "98",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135100"}
@article{bb139136,
AUTHOR = "Abdi, L. and Ghodsi, A.",
TITLE = "Discriminant component analysis via distance correlation maximization",
JOURNAL = PR,
VOLUME = "98",
YEAR = "2020",
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@article{bb139137,
AUTHOR = "He, L. and Ye, J.M. and E, J.W.",
TITLE = "Robust L1-norm two-dimensional collaborative representation-based
projection for dimensionality reduction",
JOURNAL = SP:IC,
VOLUME = "81",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135102"}
@article{bb139138,
AUTHOR = "de Handschutter, P. and Gillis, N. and Vandaele, A. and Siebert, X.",
TITLE = "Near-Convex Archetypal Analysis",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135103"}
@article{bb139139,
AUTHOR = "Garcia Vega, S. and Leon Gomez, E.A. and Castellanos Dominguez, G.",
TITLE = "A time-series prediction framework using sequential learning
algorithms and dimensionality reduction within a sparsification
approach",
JOURNAL = PRL,
VOLUME = "129",
YEAR = "2020",
PAGES = "287-292",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135104"}
@article{bb139140,
AUTHOR = "Breger, A. and Orlando, J.I. and Harar, P. and Dorfler, M. and Klimscha, S. and Grechenig, C. and Gerendas, B.S. and Schmidt Erfurth, U. and Ehler, M.",
TITLE = "On Orthogonal Projections for Dimension Reduction and Applications in
Augmented Target Loss Functions for Learning Problems",
JOURNAL = JMIV,
VOLUME = "62",
YEAR = "2020",
NUMBER = "3",
MONTH = "April",
PAGES = "376-394",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135105"}
@article{bb139141,
AUTHOR = "Ehler, M. and Schmidt Erfurth, U. and Gerendas, B.S. and Grechenig, C. and Klimscha, S. and Dorfler, M. and Harar, P. and Orlando, J.I. and Breger, A.",
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Augmented Target Loss Functions for Learning Problems",
JOURNAL = JMIV,
VOLUME = "62",
YEAR = "2020",
NUMBER = "3",
MONTH = "April",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135105"}
@article{bb139142,
AUTHOR = "Masoudimansour, W. and Bouguila, N.",
TITLE = "Supervised dimensionality reduction of proportional data using
mixture estimation",
JOURNAL = PR,
VOLUME = "105",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135106"}
@inproceedings{bb139143,
AUTHOR = "Masoudimansour, W. and Bouguila, N.",
TITLE = "Dimensionality Reduction of Proportional Data Through Data Separation
Using Dirichlet Distribution",
BOOKTITLE = ICIAR15,
YEAR = "2015",
PAGES = "141-149",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135107"}
@article{bb139144,
AUTHOR = "Zhao, C. and Mao, X. and Chen, M. and Yu, C.",
TITLE = "Continuous Approximation Based Dimension-Reduced Estimation for
Arbitrary Sampling",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1080-1084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135108"}
@article{bb139145,
AUTHOR = "Long, T.H. and Sun, Y.F. and Gao, J.B. and Hu, Y.L. and Yin, B.C.",
TITLE = "Locality preserving projection based on Euler representation",
JOURNAL = JVCIR,
VOLUME = "70",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135109"}
@article{bb139146,
AUTHOR = "Luo, F. and Zhang, L. and Du, B. and Zhang, L.",
TITLE = "Dimensionality Reduction With Enhanced Hybrid-Graph Discriminant
Learning for Hyperspectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "58",
YEAR = "2020",
NUMBER = "8",
MONTH = "August",
PAGES = "5336-5353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135110"}
@article{bb139147,
AUTHOR = "Atienza, N. and Gonzalez Diaz, R. and Soriano Trigueros, M.",
TITLE = "On the stability of persistent entropy and new summary functions for
topological data analysis",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
PAGES = "107509",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135111"}
@article{bb139148,
AUTHOR = "Tasoulis, S. and Pavlidis, N.G. and Roos, T.",
TITLE = "Nonlinear dimensionality reduction for clustering",
JOURNAL = PR,
VOLUME = "107",
YEAR = "2020",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135112"}
@article{bb139149,
AUTHOR = "Wang, Z. and Nie, F. and Zhang, C. and Wang, R. and Li, X.",
TITLE = "Capped L_p-Norm LDA for Outliers Robust Dimension Reduction",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "1315-1319",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135113"}
@article{bb139150,
AUTHOR = "Ahmadi, S. and Rezghi, M.",
TITLE = "Generalized low-rank approximation of matrices based on multiple
transformation pairs",
JOURNAL = PR,
VOLUME = "108",
YEAR = "2020",
PAGES = "107545",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135114"}
@article{bb139151,
AUTHOR = "Eftekhari, A. and Hauser, R.A. and Grammenos, A.",
TITLE = "MOSES: A Streaming Algorithm for Linear Dimensionality Reduction",
JOURNAL = PAMI,
VOLUME = "42",
YEAR = "2020",
NUMBER = "11",
MONTH = "November",
PAGES = "2901-2911",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135115"}
@article{bb139152,
AUTHOR = "Zhang, S. and Ma, Z. and Gan, W.",
TITLE = "Dimensionality Reduction for Tensor Data Based on Local Decision
Margin Maximization",
JOURNAL = IP,
VOLUME = "30",
YEAR = "2021",
PAGES = "234-248",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135116"}
@article{bb139153,
AUTHOR = "Hu, H. and Feng, D. and Yang, F.",
TITLE = "A Promising Nonlinear Dimensionality Reduction Method: Kernel-Based
Within Class Collaborative Preserving Discriminant Projection",
JOURNAL = SPLetters,
VOLUME = "27",
YEAR = "2020",
PAGES = "2034-2038",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135117"}
@article{bb139154,
AUTHOR = "Gao, Y.L. and Zhong, S.X. and Hu, K.L. and Pan, J.Y.",
TITLE = "Robust locality preserving projections using angle-based adaptive
weight method",
JOURNAL = IET-CV,
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YEAR = "2020",
NUMBER = "8",
MONTH = "December",
PAGES = "605-613",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135118"}
@article{bb139155,
AUTHOR = "Wang, Z. and Nie, F.P. and Wang, R. and Yang, H. and Li, X.L.",
TITLE = "Local structured feature learning with dynamic maximum entropy graph",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
PAGES = "107673",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135119"}
@article{bb139156,
AUTHOR = "Zhao, Y.P. and Chen, L. and Chen, C.L.P.",
TITLE = "Laplacian Regularized Nonnegative Representation for Clustering and
Dimensionality Reduction",
JOURNAL = CirSysVideo,
VOLUME = "31",
YEAR = "2021",
NUMBER = "1",
MONTH = "January",
PAGES = "1-14",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135120"}
@article{bb139157,
AUTHOR = "Nie, F.P. and Wang, Z. and Wang, R. and Wang, Z. and Li, X.L.",
TITLE = "Towards Robust Discriminative Projections Learning via Non-Greedy
L_2,1-Norm MinMax",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
PAGES = "2086-2100",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135121"}
@article{bb139158,
AUTHOR = "Wang, Z. and Nie, F.P. and Zhang, C. and Wang, R. and Li, X.L.",
TITLE = "Worst-Case Discriminative Feature Learning via Max-Min Ratio Analysis",
JOURNAL = PAMI,
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YEAR = "2024",
NUMBER = "1",
MONTH = "January",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135122"}
@article{bb139159,
AUTHOR = "Lee, J. and Kim, J.H. and Oh, H.S.",
TITLE = "Spherical Principal Curves",
JOURNAL = PAMI,
VOLUME = "43",
YEAR = "2021",
NUMBER = "6",
MONTH = "June",
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BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135123"}
@article{bb139160,
AUTHOR = "Niu, G. and Ma, Z.M.",
TITLE = "Tensor dimensionality reduction via mode product and HSIC",
JOURNAL = IET-IPR,
VOLUME = "15",
YEAR = "2021",
NUMBER = "12",
PAGES = "2986-3002",
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@article{bb139161,
AUTHOR = "Lai, Z.H. and Yu, Z. and Kong, H. and Shen, L.L.",
TITLE = "Two-dimensional jointly sparse robust discriminant regression",
JOURNAL = SP:IC,
VOLUME = "98",
YEAR = "2021",
PAGES = "116391",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135125"}
@article{bb139162,
AUTHOR = "Chen, J. and Liao, L. and Zhang, W. and Du, L.",
TITLE = "Mixture factor analysis with distance metric constraint for
dimensionality reduction",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108156",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135126"}
@article{bb139163,
AUTHOR = "Islam, M.T. and Xing, L.",
TITLE = "Geometry and statistics-preserving manifold embedding for nonlinear
dimensionality reduction",
JOURNAL = PRL,
VOLUME = "151",
YEAR = "2021",
PAGES = "155-162",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135127"}
@article{bb139164,
AUTHOR = "Kay, S.",
TITLE = "Dimensionality Reduction for Signal Detection",
JOURNAL = SPLetters,
VOLUME = "29",
YEAR = "2022",
PAGES = "145-148",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135128"}
@article{bb139165,
AUTHOR = "Zhou, R.X. and Gao, W.S. and Ding, D.W. and Liu, W.D.",
TITLE = "Supervised dimensionality reduction technology of generalized
discriminant component analysis and its kernelization forms",
JOURNAL = PR,
VOLUME = "124",
YEAR = "2022",
PAGES = "108450",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135129"}
@article{bb139166,
AUTHOR = "Xing, S.S. and Islam, M.T.",
TITLE = "Utilizing differential characteristics of high dimensional data as a
mechanism for dimensionality reduction",
JOURNAL = PRL,
VOLUME = "157",
YEAR = "2022",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135130"}
@article{bb139167,
AUTHOR = "Nie, F.P. and Zhao, X.W. and Wang, R. and Li, X.L.",
TITLE = "Fast Locality Discriminant Analysis With Adaptive Manifold Embedding",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "12",
MONTH = "December",
PAGES = "9315-9330",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135131"}
@article{bb139168,
AUTHOR = "Tan, C. and Chen, S. and Geng, X. and Ji, G.L.",
TITLE = "A label distribution manifold learning algorithm",
JOURNAL = PR,
VOLUME = "135",
YEAR = "2023",
PAGES = "109112",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135132"}
@article{bb139169,
AUTHOR = "Lu, Q. and Karanikolas, G.V. and Giannakis, G.B.",
TITLE = "Incremental Ensemble Gaussian Processes",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "2",
MONTH = "February",
PAGES = "1876-1893",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135133"}
@article{bb139170,
AUTHOR = "Yan, W.Z. and Yang, M. and Li, Y.",
TITLE = "Robust Low Rank and Sparse Representation for Multiple Kernel
Dimensionality Reduction",
JOURNAL = CirSysVideo,
VOLUME = "33",
YEAR = "2023",
NUMBER = "1",
MONTH = "January",
PAGES = "1-15",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135134"}
@article{bb139171,
AUTHOR = "Li, T. and Tan, L. and Huang, Z.H. and Tao, Q.H. and Liu, Y.P. and Huang, X.L.",
TITLE = "Low Dimensional Trajectory Hypothesis is True: DNNs Can Be Trained in
Tiny Subspaces",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3411-3420",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135135"}
@article{bb139172,
AUTHOR = "Qiu, H.Q. and Yang, Y.L. and Pan, H.",
TITLE = "Underestimation modification for intrinsic dimension estimation",
JOURNAL = PR,
VOLUME = "140",
YEAR = "2023",
PAGES = "109580",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135136"}
@article{bb139173,
AUTHOR = "Wang, X. and Zhu, J.X. and Xu, Z.C. and Ren, K.J. and Liu, X.W. and Wang, F.Y.",
TITLE = "Local nonlinear dimensionality reduction via preserving the geometric
structure of data",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135137"}
@article{bb139174,
AUTHOR = "Tezekbayev, M.",
TITLE = "Autoencoders for a manifold learning problem with a Jacobian rank
constraint",
JOURNAL = PR,
VOLUME = "143",
YEAR = "2023",
PAGES = "109777",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135138"}
@article{bb139175,
AUTHOR = "Nellas, I.A. and Tasoulis, S.K. and Georgakopoulos, S.V. and Plagianakos, V.P.",
TITLE = "Two phase cooperative learning for supervised dimensionality
reduction",
JOURNAL = PR,
VOLUME = "144",
YEAR = "2023",
PAGES = "109871",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135139"}
@article{bb139176,
AUTHOR = "Pal, S. and Valkanas, A. and Coates, M.",
TITLE = "Population Monte Carlo With Normalizing Flow",
JOURNAL = SPLetters,
VOLUME = "31",
YEAR = "2024",
PAGES = "16-20",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135140"}
@article{bb139177,
AUTHOR = "Lai, Z.H. and Chen, F. and Wen, J.J.",
TITLE = "Multi-view robust regression for feature extraction",
JOURNAL = PR,
VOLUME = "149",
YEAR = "2024",
PAGES = "110219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135141"}
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AUTHOR = "Bui, A.T.",
TITLE = "Dimension Reduction With Prior Information for Knowledge Discovery",
JOURNAL = PAMI,
VOLUME = "46",
YEAR = "2024",
NUMBER = "5",
MONTH = "May",
PAGES = "3625-3636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135142"}
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AUTHOR = "Wang, J.Y. and Yin, H.H. and Nie, F.P. and Li, X.L.",
TITLE = "Adaptive and fuzzy locality discriminant analysis for dimensionality
reduction",
JOURNAL = PR,
VOLUME = "151",
YEAR = "2024",
PAGES = "110382",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135143"}
@inproceedings{bb139180,
AUTHOR = "Yates, D. and Sevil, H.E. and Mahyari, A.",
TITLE = "Common and Unique Representation Deep Embedded Clustering",
BOOKTITLE = ICIP25,
YEAR = "2025",
PAGES = "611-616",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135144"}
@inproceedings{bb139181,
AUTHOR = "Dages, T. and Weber, S. and Lin, Y.W.E. and Talmon, R. and Cremers, D. and Lindenbaum, M. and Bruckstein, A.M. and Kimmel, R.",
TITLE = "Finsler Multi-Dimensional Scaling: Manifold Learning for Asymmetric
Dimensionality Reduction and Embedding",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "25842-25853",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135145"}
@inproceedings{bb139182,
AUTHOR = "Mankovich, N. and Santamaria, I. and Camps Valls, G. and Birdal, T.",
TITLE = "A Flag Decomposition for Hierarchical Datasets",
BOOKTITLE = CVPR25,
YEAR = "2025",
PAGES = "18738-18748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135146"}
@inproceedings{bb139183,
AUTHOR = "Leygonie, R. and Lobry, S. and Vimont, G. and Wendling, L.",
TITLE = "Transforming Multidimensional Data into Images to Overcome the Curse
of Dimensionality",
BOOKTITLE = ICIP23,
YEAR = "2023",
PAGES = "700-704",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135147"}
@inproceedings{bb139184,
AUTHOR = "Gilet, C. and Deprez, M. and Barbry, P. and Caillau, J.B. and Barlaud, M.",
TITLE = "Efficient Clustering Using Alternating Minimization And A
Projection-Gradient Method For Dimension Reduction",
BOOKTITLE = ICIP22,
YEAR = "2022",
PAGES = "176-180",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135148"}
@inproceedings{bb139185,
AUTHOR = "Guo, Y.H. and Wang, X.D. and Chen, Y. and Yu, S.X.",
TITLE = "Clipped Hyperbolic Classifiers Are Super-Hyperbolic Classifiers",
BOOKTITLE = CVPR22,
YEAR = "2022",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT135149"}
@inproceedings{bb139186,
AUTHOR = "Guo, Y.H. and Guo, H.R. and Yu, S.X.",
TITLE = "CO-SNE: Dimensionality Reduction and Visualization for Hyperbolic
Data",
BOOKTITLE = CVPR22,
YEAR = "2022",
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@inproceedings{bb139187,
AUTHOR = "Sarfraz, M.S. and Koulakis, M. and Seibold, C. and Stiefelhagen, R.",
TITLE = "Hierarchical Nearest Neighbor Graph Embedding for Efficient
Dimensionality Reduction",
BOOKTITLE = CVPR22,
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@inproceedings{bb139188,
AUTHOR = "Fan, X. and Yang, C.H. and Vemuri, B.C.",
TITLE = "Nested Hyperbolic Spaces for Dimensionality Reduction and Hyperbolic
NN Design",
BOOKTITLE = CVPR22,
YEAR = "2022",
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AUTHOR = "Litany, O. and Morcos, A. and Sridhar, S. and Guibas, L.J. and Hoffman, J.",
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BOOKTITLE = WACV21,
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AUTHOR = "Jordao, A. and Lie, M. and Cunha de Melo, V.H. and Schwartz, W.R.",
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AUTHOR = "Sheikhi, G. and Altncay, H.",
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Rank-based Neighborhoods",
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AUTHOR = "Becker, M. and Lippel, J. and Zielke, T.",
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AUTHOR = "Jiang, B. and Shen, M.",
TITLE = "Dimensionality Reduction Via Diffusion Map Improved With Supervised
Linear Projection",
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AUTHOR = "Allaoui, M. and Kherfi, M.L. and Cheriet, A.",
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Reduction Technique: A Comparative Study",
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@inproceedings{bb139195,
AUTHOR = "Kachan, O.",
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AUTHOR = "Gong, S. and Boddeti, V.N. and Jain, A.K.",
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AUTHOR = "Zhang, Y.S. and Xing, J.R. and Zhang, M.M.",
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