@article{bb134600,
        AUTHOR = "Wu, J. and Zhang, X.L.",
        TITLE = "Maximum Margin Clustering Based Statistical VAD With Multiple
Observation Compound Feature",
        JOURNAL = SPLetters,
        VOLUME = "18",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "283-286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130617"}

@article{bb134601,
        AUTHOR = "Park, H. and Kwon, H.C.",
        TITLE = "Improved Gini-Index Algorithm to Correct Feature-Selection Bias in Text
Classification",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
        YEAR = "2011",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "855-865",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130618"}

@article{bb134602,
        AUTHOR = "Chang, C.I. and Safavi, H.",
        TITLE = "Progressive dimensionality reduction by transform for hyperspectral
imagery",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "10-11",
        MONTH = "October",
        PAGES = "2760-2773",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130619"}

@article{bb134603,
        AUTHOR = "Wong, W.K. and Zhao, H.T.",
        TITLE = "Supervised optimal locality preserving projection",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "186-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130620"}

@inproceedings{bb134604,
        AUTHOR = "Lai, Z.H. and Jin, Z. and Wong, W.K.",
        TITLE = "Tangent space discriminant analysis for feature extraction",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "3793-3796",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130621"}

@article{bb134605,
        AUTHOR = "van de Ville, D. and Kocher, M.",
        TITLE = "Nonlocal Means With Dimensionality Reduction and SURE-Based Parameter
Selection",
        JOURNAL = IP,
        VOLUME = "20",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2683-2690",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130622"}

@article{bb134606,
        AUTHOR = "Lazaro Gredilla, M. and van Vaerenbergh, S. and Lawrence, N.D.",
        TITLE = "Overlapping Mixtures of Gaussian Processes for the data association
problem",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1386-1395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130623"}

@inproceedings{bb134607,
        AUTHOR = "Urtasun, R. and Quattoni, A. and Lawrence, N.D. and Darrell, T.J.",
        TITLE = "Transferring Nonlinear Representations using Gaussian Processes
with a Shared Latent Space",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130624"}

@article{bb134608,
        AUTHOR = "Alvarez, M.A. and Luengo, D. and Lawrence, N.D.",
        TITLE = "Linear Latent Force Models Using Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "2693-2705",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130625"}

@inproceedings{bb134609,
        AUTHOR = "Geiger, A. and Urtasun, R. and Darrell, T.J. and Stiefelhagen, R.",
        TITLE = "Rank Priors for Continuous Non-Linear Dimensionality Reduction",
        BOOKTITLE = CSAIL,
        YEAR = "2008",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130626"}

@inproceedings{bb134610,
        AUTHOR = "Geiger, A. and Urtasun, R. and Darrell, T.J.",
        TITLE = "Rank Priors for Continuous Non-Linear Dimensionality Reduction",
        BOOKTITLE = CVPR09,
        YEAR = "2009",
        PAGES = "880-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130626"}

@article{bb134611,
        AUTHOR = "Zhang, Z. and Zhao, M.B. and Chow, T.W.S.",
        TITLE = "Constrained large Margin Local Projection algorithms and extensions for
multimodal dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4466-4493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130627"}

@article{bb134612,
        AUTHOR = "Orlov, N.V. and Eckley, D.M. and Shamir, L. and Goldberg, I.G.",
        TITLE = "Improving class separability using extended pixel planes:
A comparative study",
        JOURNAL = MVA,
        VOLUME = "23",
        YEAR = "2012",
        NUMBER = "5",
        MONTH = "September",
        PAGES = "1047-1058",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130628"}

@article{bb134613,
        AUTHOR = "Hacine Gharbi, A. and Ravier, P. and Harba, R. and Mohamadi, T.",
        TITLE = "Low bias histogram-based estimation of mutual information for feature
selection",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1302-1308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130629"}

@article{bb134614,
        AUTHOR = "Hacine Gharbi, A. and Ravier, P.",
        TITLE = "A binning formula of bi-histogram for joint entropy estimation using
mean square error minimization",
        JOURNAL = PRL,
        VOLUME = "101",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "21-28",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130630"}

@article{bb134615,
        AUTHOR = "Mu, T.T. and Goulermas, J.Y.",
        TITLE = "Automatic Generation of Co-Embeddings from Relational Data with
Adaptive Shaping",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "2340-2356",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130631"}

@article{bb134616,
        AUTHOR = "Hofmeyr, D.P.",
        TITLE = "Clustering by Minimum Cut Hyperplanes",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1547-1560",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130632"}

@article{bb134617,
        AUTHOR = "Wu, Y. and Mu, T.T. and Liatsis, P. and Goulermas, J.Y.",
        TITLE = "Computation of heterogeneous object co-embeddings from relational
measurements",
        JOURNAL = PR,
        VOLUME = "65",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "146-163",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130633"}

@article{bb134618,
        AUTHOR = "Yu, J. and Tao, D.C. and Rui, Y. and Cheng, J.",
        TITLE = "Pairwise constraints based multiview features fusion for scene
classification",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "483-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130634"}

@article{bb134619,
        AUTHOR = "Zhou, T. and Tao, D.",
        TITLE = "Double Shrinking Sparse Dimension Reduction",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "244-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130635"}

@article{bb134620,
        AUTHOR = "Lai, Z.",
        TITLE = "Sparse local discriminant projections for discriminant knowledge
extraction and classification",
        JOURNAL = IET-CV,
        VOLUME = "6",
        YEAR = "2012",
        NUMBER = "6",
        PAGES = "551-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130636"}

@article{bb134621,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Hyperdisk based large margin classifier",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1523-1531",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130637"}

@inproceedings{bb134622,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Large margin classifiers based on convex class models",
        BOOKTITLE = Subspace09,
        YEAR = "2009",
        PAGES = "101-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130638"}

@article{bb134623,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Visual Object Detection Using Cascades of Binary and One-Class
Classifiers",
        JOURNAL = IJCV,
        VOLUME = "123",
        YEAR = "2017",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "334-349",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130639"}

@inproceedings{bb134624,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Efficient object detection using cascades of nearest convex model
classifiers",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3138-3145",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130640"}

@article{bb134625,
        AUTHOR = "Cevikalp, H. and Saglamlar, H.",
        TITLE = "Polyhedral Conic Classifiers for Computer Vision Applications and
Open Set Recognition",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "608-622",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130641"}

@article{bb134626,
        AUTHOR = "Cevikalp, H. and Saglamlar, H.",
        TITLE = "Transductive polyhedral conic classifiers for machine learning
applications",
        JOURNAL = PRL,
        VOLUME = "161",
        YEAR = "2022",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130642"}

@inproceedings{bb134627,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Polyhedral Conic Classifiers for Visual Object Detection and
Classification",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4114-4122",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130643"}

@article{bb134628,
        AUTHOR = "Cevikalp, H.",
        TITLE = "Best Fitting Hyperplanes for Classification",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1076-1088",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130644"}

@inproceedings{bb134629,
        AUTHOR = "Cevikalp, H.",
        TITLE = "2-Sided Best Fitting Hyperplane Classifier",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "226-231",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130645"}

@inproceedings{bb134630,
        AUTHOR = "Cevikalp, H. and Triggs, B.",
        TITLE = "Face recognition based on image sets",
        BOOKTITLE = CVPR10,
        YEAR = "2010",
        PAGES = "2567-2573",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130646"}

@inproceedings{bb134631,
        AUTHOR = "Cevikalp, H. and Triggs, B. and Jurie, F. and Polikar, R.",
        TITLE = "Margin-based discriminant dimensionality reduction for visual
recognition",
        BOOKTITLE = CVPR08,
        YEAR = "2008",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130647"}

@inproceedings{bb134632,
        AUTHOR = "Cevikalp, H. and Yavuz, H.S.",
        TITLE = "Large Margin Classifier Based on Affine Hulls",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "21-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130648"}

@inproceedings{bb134633,
        AUTHOR = "Cevikalp, H.",
        TITLE = "Semi-supervised Distance Metric Learning by Quadratic Programming",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3352-3355",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130649"}

@article{bb134634,
        AUTHOR = "Meng, D.Y. and Leung, Y. and Xu, Z.B.",
        TITLE = "Passage method for nonlinear dimensionality reduction of data on
multi-cluster manifolds",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2175-2186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130650"}

@article{bb134635,
        AUTHOR = "Kapoor, R. and Gupta, R.",
        TITLE = "Non-linear dimensionality reduction using fuzzy lattices",
        JOURNAL = IET-CV,
        VOLUME = "7",
        YEAR = "2013",
        NUMBER = "3",
        PAGES = "-",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130651"}

@article{bb134636,
        AUTHOR = "Kapoor, R. and Gupta, R.",
        TITLE = "Morphological mapping for non-linear dimensionality reduction",
        JOURNAL = IET-CV,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "2",
        PAGES = "226-233",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130652"}

@article{bb134637,
        AUTHOR = "Gao, Q. and Gao, F. and Zhang, H. and Hao, X.J. and Wang, X.",
        TITLE = "Two-Dimensional Maximum Local Variation Based on Image Euclidean
Distance for Face Recognition",
        JOURNAL = IP,
        VOLUME = "22",
        YEAR = "2013",
        NUMBER = "10",
        PAGES = "3807-3817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130653"}

@article{bb134638,
        AUTHOR = "Tao, D.C. and Jin, L. and Yang, Z. and Li, X.L.",
        TITLE = "Rank Preserving Sparse Learning for Kinect Based Scene Classification",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "5",
        PAGES = "1406-1417",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130654"}

@article{bb134639,
        AUTHOR = "Gonen, M.",
        TITLE = "Bayesian Supervised Dimensionality Reduction",
        JOURNAL = Cyber,
        VOLUME = "43",
        YEAR = "2013",
        NUMBER = "6",
        PAGES = "2179-2189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130655"}

@article{bb134640,
        AUTHOR = "Zhu, L. and Huang, D.S.",
        TITLE = "A Rayleigh-Ritz style method for large-scale discriminant analysis",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "4",
        PAGES = "1698-1708",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130656"}

@article{bb134641,
        AUTHOR = "Wang, S.J. and Yan, S.C. and Yang, J. and Zhou, C.G. and Fu, X.L.",
        TITLE = "A General Exponential Framework for Dimensionality Reduction",
        JOURNAL = IP,
        VOLUME = "23",
        YEAR = "2014",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "920-930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130657"}

@article{bb134642,
        AUTHOR = "Sun, W.W. and Halevy, A. and Benedetto, J.J. and Czaja, W. and Liu, C. and Wu, H.B. and Shi, B.Q. and Li, W.Y.",
        TITLE = "UL-Isomap based nonlinear dimensionality reduction for hyperspectral
imagery classification",
        JOURNAL = PandRS,
        VOLUME = "89",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "25-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130658"}

@article{bb134643,
        AUTHOR = "He, J.R. and Ding, L.X. and Jiang, L. and Li, Z.K. and Hu, Q.H.",
        TITLE = "Intrinsic dimensionality estimation based on manifold assumption",
        JOURNAL = JVCIR,
        VOLUME = "25",
        YEAR = "2014",
        NUMBER = "5",
        PAGES = "740-747",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130659"}

@article{bb134644,
        AUTHOR = "Cui, Y. and Fan, L.",
        TITLE = "A novel supervised dimensionality reduction algorithm:
Graph-based Fisher analysis",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1471-1481",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130660"}

@article{bb134645,
        AUTHOR = "Wong, W.K.",
        TITLE = "Discover latent discriminant information for dimensionality
reduction: Non-negative Sparseness Preserving Embedding",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "4",
        PAGES = "1511-1523",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130661"}

@article{bb134646,
        AUTHOR = "Orsenigo, C.",
        TITLE = "An improved set covering problem for Isomap supervised landmark
selection",
        JOURNAL = PRL,
        VOLUME = "49",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "131-137",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130662"}

@article{bb134647,
        AUTHOR = "Wang, B.H. and Lin, C. and Zhao, X.F. and Lu, Z.M.",
        TITLE = "Neighbourhood sensitive preserving embedding for pattern
classification",
        JOURNAL = IET-IPR,
        VOLUME = "8",
        YEAR = "2014",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "489-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130663"}

@inproceedings{bb134648,
        AUTHOR = "Pang, M. and Wang, B.H. and Fan, X. and Lin, C.",
        TITLE = "Discriminant Manifold Learning via Sparse Coding for Image Analysis",
        BOOKTITLE = MMMod16,
        YEAR = "2016",
        PAGES = "II: 244-255",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130664"}

@article{bb134649,
        AUTHOR = "Ardeshiri, T. and Granstrom, K. and Ozkan, E. and Orguner, U.",
        TITLE = "Greedy Reduction Algorithms for Mixtures of Exponential Family",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "676-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130665"}

@article{bb134650,
        AUTHOR = "Johnsson, K. and Soneson, C. and Fontes, M.",
        TITLE = "Low Bias Local Intrinsic Dimension Estimation from Expected Simplex
Skewness",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "196-202",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130666"}

@article{bb134651,
        AUTHOR = "Song, M.P. and Chang, C.I.",
        TITLE = "A Theory of Recursive Orthogonal Subspace Projection for
Hyperspectral Imaging",
        JOURNAL = GeoRS,
        VOLUME = "53",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "3055-3072",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130667"}

@article{bb134652,
        AUTHOR = "Zheng, J.W. and Huang, Q.F. and Chen, S.Y. and Wang, W.L.",
        TITLE = "Efficient kernel discriminative common vectors for classification",
        JOURNAL = VC,
        VOLUME = "31",
        YEAR = "2015",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "643-655",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130668"}

@article{bb134653,
        AUTHOR = "Dornaika, F. and Aldine, I.K.",
        TITLE = "Decremental Sparse Modeling Representative Selection for prototype
selection",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "11",
        PAGES = "3714-3727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130669"}

@article{bb134654,
        AUTHOR = "Lu, G.F. and Zou, J.",
        TITLE = "Incremental maximum margin criterion based on eigenvalue decomposition
updating algorithm",
        JOURNAL = MVA,
        VOLUME = "26",
        YEAR = "2015",
        NUMBER = "6",
        MONTH = "August",
        PAGES = "807-817",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130670"}

@article{bb134655,
        AUTHOR = "Yamamoto, M. and Hayashi, K.",
        TITLE = "Clustering of multivariate binary data with dimension reduction via
L1-regularized likelihood maximization",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "12",
        PAGES = "3959-3968",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130671"}

@article{bb134656,
        AUTHOR = "Gao, Q.X. and Wang, Q.Q. and Huang, Y.F. and Gao, X.B. and Hong, X. and Zhang, H.L.",
        TITLE = "Dimensionality Reduction by Integrating Sparse Representation and
Fisher Criterion and its Applications",
        JOURNAL = IP,
        VOLUME = "24",
        YEAR = "2015",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5684-5695",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130672"}

@article{bb134657,
        AUTHOR = "Hong, Y.F. and Lee, S. and Oh, S.J.",
        TITLE = "Boosting Multifactor Dimensionality Reduction Using Pre-evaluation",
        JOURNAL = ETRI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "206-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130673"}

@article{bb134658,
        AUTHOR = "Sun, Y. and Gao, J. and Hong, X. and Mishra, B. and Yin, B.",
        TITLE = "Heterogeneous Tensor Decomposition for Clustering via Manifold
Optimization",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "476-489",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130674"}

@article{bb134659,
        AUTHOR = "Yang, B. and Xiang, M. and Zhang, Y.P.",
        TITLE = "Multi-manifold Discriminant Isomap for visualization and
classification",
        JOURNAL = PR,
        VOLUME = "55",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "215-230",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130675"}

@article{bb134660,
        AUTHOR = "Liu, F. and Zhang, W.J. and Gu, S.C.",
        TITLE = "Local linear Laplacian eigenmaps: A direct extension of LLE",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130676"}

@article{bb134661,
        AUTHOR = "Zhou, Z.J. and Waqas, J.",
        TITLE = "Intrinsic structure based feature transform for image classification",
        JOURNAL = JVCIR,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "735-744",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130677"}

@article{bb134662,
        AUTHOR = "Najafi, A. and Joudaki, A. and Fatemizadeh, E.",
        TITLE = "Nonlinear Dimensionality Reduction via Path-Based Isometric Mapping",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1452-1464",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130678"}

@article{bb134663,
        AUTHOR = "Wen, J. and Fowler, J.E. and He, M. and Zhao, Y.Q. and Deng, C. and Menon, V.",
        TITLE = "Orthogonal Nonnegative Matrix Factorization Combining Multiple
Features for Spectral-Spatial Dimensionality Reduction of
Hyperspectral Imagery",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4272-4286",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130679"}

@article{bb134664,
        AUTHOR = "Zhao, W. and Du, S.",
        TITLE = "Spectral-Spatial Feature Extraction for Hyperspectral Image
Classification: A Dimension Reduction and Deep Learning Approach",
        JOURNAL = GeoRS,
        VOLUME = "54",
        YEAR = "2016",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "4544-4554",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130680"}

@article{bb134665,
        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#TT130681"}

@article{bb134666,
        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",
        PAGES = "87-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130682"}

@article{bb134667,
        AUTHOR = "Casalino, G. and Gillis, N.",
        TITLE = "Sequential dimensionality reduction for extracting localized features",
        JOURNAL = PR,
        VOLUME = "63",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "15-29",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130683"}

@article{bb134668,
        AUTHOR = "Wang, Y. and Xie, J.B. and Wu, Y.",
        TITLE = "Orthogonal discriminant analysis revisited",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "149-155",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130684"}

@article{bb134669,
        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#TT130685"}

@article{bb134670,
        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#TT130686"}

@article{bb134671,
        AUTHOR = "Shao, G.W. and Sang, N.",
        TITLE = "Regularized max-min linear discriminant analysis",
        JOURNAL = PR,
        VOLUME = "66",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "353-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130687"}

@inproceedings{bb134672,
        AUTHOR = "Shao, G.W. and Sang, N.",
        TITLE = "Fractional-step max-min distance analysis for dimension reduction",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "396-400",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130688"}

@article{bb134673,
        AUTHOR = "Yuan, S. and Mao, X. and Chen, L.",
        TITLE = "Multilinear Spatial Discriminant Analysis for Dimensionality
Reduction",
        JOURNAL = IP,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2669-2681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130689"}

@article{bb134674,
        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,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2905-2917",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130690"}

@article{bb134675,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Local non-linear alignment for non-linear dimensionality reduction",
        JOURNAL = IET-CV,
        VOLUME = "11",
        YEAR = "2017",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "331-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130691"}

@article{bb134676,
        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,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1848-1859",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130692"}

@article{bb134677,
        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,
        VOLUME = "26",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5019-5030",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130693"}

@article{bb134678,
        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#TT130694"}

@article{bb134679,
        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",
        PAGES = "160-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130695"}

@article{bb134680,
        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,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2575-2586",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130696"}

@article{bb134681,
        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,
        VOLUME = "108",
        YEAR = "2018",
        PAGES = "38-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130697"}

@article{bb134682,
        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",
        PAGES = "130-146",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130698"}

@article{bb134683,
        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",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "August",
        PAGES = "659-665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130699"}

@article{bb134684,
        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",
        PAGES = "220-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130700"}

@article{bb134685,
        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,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2529-2537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130701"}

@article{bb134686,
        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,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "5261-5274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130702"}

@article{bb134687,
        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,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "316-329",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130703"}

@article{bb134688,
        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",
        PAGES = "226-236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130704"}

@article{bb134689,
        AUTHOR = "Gajamannage, K. and Paffenroth, R.",
        TITLE = "Bounded manifold completion",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130705"}

@article{bb134690,
        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#TT130706"}

@article{bb134691,
        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",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "669-681",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130707"}

@article{bb134692,
        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,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "933-946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130708"}

@article{bb134693,
        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#TT130709"}

@article{bb134694,
        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,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "6-8",
        MONTH = "June",
        PAGES = "1013-1026",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130710"}

@article{bb134695,
        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,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3836-3847",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130711"}

@article{bb134696,
        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",
        PAGES = "318-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130712"}

@article{bb134697,
        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,
        VOLUME = "96",
        YEAR = "2019",
        PAGES = "106990",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130713"}

@article{bb134698,
        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
for dimensionality reduction",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107023",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130714"}

@article{bb134699,
        AUTHOR = "Abdi, L. and Ghodsi, A.",
        TITLE = "Discriminant component analysis via distance correlation maximization",
        JOURNAL = PR,
        VOLUME = "98",
        YEAR = "2020",
        PAGES = "107052",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT130715"}

Last update:Oct 6, 2025 at 14:07:43