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homogeneous polynomial kernel",
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        TITLE = "Low-Rank Sparse Preserving Projections for Dimensionality Reduction",
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@article{bb107106,
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@article{bb107107,
        AUTHOR = "Gajamannage, K. and Paffenroth, R. and Bollt, E.M.",
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@article{bb107108,
        AUTHOR = "Gajamannage, K. and Paffenroth, R.",
        TITLE = "Bounded manifold completion",
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@article{bb107109,
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@article{bb107110,
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bilinear isometric Riemannian embedding",
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@article{bb107111,
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Fast Clustering for Approximation of Structured Signals",
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@article{bb107113,
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        TITLE = "Dimension Reduction for Non-Gaussian Data by Adaptive Discriminative
Analysis",
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@article{bb107114,
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@article{bb107115,
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with multi-graph embeddings",
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@article{bb107116,
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@article{bb107117,
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@article{bb107118,
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modeling in videos",
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@article{bb107120,
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@article{bb107121,
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a database",
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@article{bb107122,
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analytics",
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Embedding Regularized Nonnegative Matrix Factorization",
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@article{bb107124,
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        TITLE = "Similarity preservation in dimensionality reduction using a
kernel-based cost function",
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@article{bb107125,
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@article{bb107126,
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@article{bb107127,
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@article{bb107128,
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@article{bb107129,
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@article{bb107130,
        AUTHOR = "de Handschutter, P. and Gillis, N. and Vandaele, A. and Siebert, X.",
        TITLE = "Near-Convex Archetypal Analysis",
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@article{bb107131,
        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
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@article{bb107132,
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Augmented Target Loss Functions for Learning Problems",
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        NUMBER = "3",
        MONTH = "April",
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@article{bb107133,
        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",
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        MONTH = "April",
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@article{bb107134,
        AUTHOR = "Yan, Y. and Hao, H. and Xu, B. and Zhao, J. and Shen, F.",
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Probability-Based Triplet Loss",
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@article{bb107135,
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        TITLE = "Supervised dimensionality reduction of proportional data using
mixture estimation",
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@inproceedings{bb107136,
        AUTHOR = "Masoudimansour, W. and Bouguila, N.",
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Using Dirichlet Distribution",
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        YEAR = "2015",
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@article{bb107137,
        AUTHOR = "Zhao, C. and Mao, X. and Chen, M. and Yu, C.",
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Arbitrary Sampling",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103454"}

@article{bb107138,
        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,
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@article{bb107139,
        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,
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "5336-5353",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103456"}

@article{bb107140,
        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",
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@article{bb107141,
        AUTHOR = "Tasoulis, S. and Pavlidis, N.G. and Roos, T.",
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@article{bb107142,
        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",
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        YEAR = "2020",
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@article{bb107143,
        AUTHOR = "Ahmadi, S. and Rezghi, M.",
        TITLE = "Generalized low-rank approximation of matrices based on multiple
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@article{bb107144,
        AUTHOR = "Lu, Y.D. and Wu, G.",
        TITLE = "Fast and incremental algorithms for exponential semi-supervised
discriminant embedding",
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@article{bb107145,
        AUTHOR = "Eftekhari, A. and Hauser, R.A. and Grammenos, A.",
        TITLE = "MOSES: A Streaming Algorithm for Linear Dimensionality Reduction",
        JOURNAL = PAMI,
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        NUMBER = "11",
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        PAGES = "2901-2911",
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@article{bb107146,
        AUTHOR = "Zhang, S. and Ma, Z. and Gan, W.",
        TITLE = "Dimensionality Reduction for Tensor Data Based on Local Decision
Margin Maximization",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103463"}

@article{bb107147,
        AUTHOR = "Hu, H. and Feng, D. and Yang, F.",
        TITLE = "A Promising Nonlinear Dimensionality Reduction Method: Kernel-Based
Within Class Collaborative Preserving Discriminant Projection",
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        YEAR = "2020",
        PAGES = "2034-2038",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103464"}

@article{bb107148,
        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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        NUMBER = "8",
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@article{bb107149,
        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",
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@article{bb107150,
        AUTHOR = "Yang, Z. and Cheng, Y. and Wu, H. and Wang, H.",
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Riemannian Manifold",
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@article{bb107151,
        AUTHOR = "Zhao, Y.P. and Chen, L. and Chen, C.L.P.",
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Dimensionality Reduction",
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        MONTH = "January",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103468"}

@article{bb107152,
        AUTHOR = "Kaya, S. and Vural, E.",
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Performance Bounds and an Algorithm",
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@inproceedings{bb107153,
        AUTHOR = "Kaya, S. and Vural, E.",
        TITLE = "Multi-Modal Learning With Generalizable Nonlinear Dimensionality
Reduction",
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@article{bb107154,
        AUTHOR = "Nie, F.P. and Wang, Z. and Wang, R. and Wang, Z. and Li, X.L.",
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        NUMBER = "6",
        MONTH = "June",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103471"}

@article{bb107155,
        AUTHOR = "Lee, J. and Kim, J.H. and Oh, H.S.",
        TITLE = "Spherical Principal Curves",
        JOURNAL = PAMI,
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@article{bb107156,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Tensor dimensionality reduction via mode product and HSIC",
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@article{bb107157,
        AUTHOR = "Lai, Z.H. and Yu, Z. and Kong, H. and Shen, L.L.",
        TITLE = "Two-dimensional jointly sparse robust discriminant regression",
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@article{bb107158,
        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#TT103475"}

@article{bb107159,
        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#TT103476"}

@inproceedings{bb107160,
        AUTHOR = "Litany, O. and Morcos, A. and Sridhar, S. and Guibas, L.J. and Hoffman, J.",
        TITLE = "Representation Learning Through Latent Canonicalizations",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "645-654",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103477"}

@inproceedings{bb107161,
        AUTHOR = "Jordao, A. and Lie, M. and Cunha de Melo, V.H. and Schwartz, W.R.",
        TITLE = "Covariance-free Partial Least Squares: An Incremental Dimensionality
Reduction Method",
        BOOKTITLE = WACV21,
        YEAR = "2021",
        PAGES = "1420-1428",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103478"}

@inproceedings{bb107162,
        AUTHOR = "Sheikhi, G. and Altncay, H.",
        TITLE = "Supervised Feature Embedding for Classification by Learning
Rank-based Neighborhoods",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9340-9347",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103479"}

@inproceedings{bb107163,
        AUTHOR = "Becker, M. and Lippel, J. and Zielke, T.",
        TITLE = "Dimensionality Reduction for Data Visualization and Linear
Classification, and the Trade-off between Robustness and
Classification Accuracy",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "6478-6485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103480"}

@inproceedings{bb107164,
        AUTHOR = "Ho, K. and Keuper, J. and Pfreundt, F.J. and Keuper, M.",
        TITLE = "Learning Embeddings for Image Clustering:
An Empirical Study of Triplet Loss Approaches",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103481"}

@inproceedings{bb107165,
        AUTHOR = "Jiang, B. and Shen, M.",
        TITLE = "Dimensionality Reduction Via Diffusion Map Improved With Supervised
Linear Projection",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "1796-1800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103482"}

@inproceedings{bb107166,
        AUTHOR = "Allaoui, M. and Kherfi, M.L. and Cheriet, A.",
        TITLE = "Considerably Improving Clustering Algorithms Using Umap Dimensionality
Reduction Technique: A Comparative Study",
        BOOKTITLE = ICISP20,
        YEAR = "2020",
        PAGES = "317-325",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103483"}

@inproceedings{bb107167,
        AUTHOR = "Kachan, O.",
        TITLE = "Persistent Homology-based Projection Pursuit",
        BOOKTITLE = Diff-CVML20,
        YEAR = "2020",
        PAGES = "3744-3751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103484"}

@inproceedings{bb107168,
        AUTHOR = "Gong, S. and Boddeti, V.N. and Jain, A.K.",
        TITLE = "On the Intrinsic Dimensionality of Image Representations",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "3982-3991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103485"}

@inproceedings{bb107169,
        AUTHOR = "Zhang, Y.S. and Xing, J.R. and Zhang, M.M.",
        TITLE = "Mixture Probabilistic Principal Geodesic Analysis",
        BOOKTITLE = MFCA19,
        YEAR = "2019",
        PAGES = "196-208",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103486"}

@inproceedings{bb107170,
        AUTHOR = "Mohbat and Mukhtar, T. and Khurshid, N. and Taj, M.",
        TITLE = "Dimensionality Reduction Using Discriminative Autoencoders for Remote
Sensing Image Retrieval",
        BOOKTITLE = CIAP19,
        YEAR = "2019",
        PAGES = "I:499-508",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103487"}

@inproceedings{bb107171,
        AUTHOR = "Spathis, D. and Passalis, N. and Tefas, A.",
        TITLE = "Fast, Visual and Interactive Semi-supervised Dimensionality Reduction",
        BOOKTITLE = CEFR-LCV18,
        YEAR = "2018",
        PAGES = "IV:550-563",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103488"}

@inproceedings{bb107172,
        AUTHOR = "Zhang, J. and Wang, J.",
        TITLE = "Linear Discriminative Sparsity Preserving Projections for
Dimensionality Reduction",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "159-164",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103489"}

@inproceedings{bb107173,
        AUTHOR = "Luo, X. and Durrant, R.J.",
        TITLE = "Maximum Gradient Dimensionality Reduction",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "501-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103490"}

@inproceedings{bb107174,
        AUTHOR = "Chen, S. and Lee, Y. and Wang, J.",
        TITLE = "Locality Preserving Discriminative Complex-Valued Latent Variable
Model",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1169-1174",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103491"}

@inproceedings{bb107175,
        AUTHOR = "Liu, X.F. and Li, Z.F. and Kong, L.S. and Diao, Z.H. and Yan, J.L. and Zou, Y. and Yang, C. and Jia, P. and You, J.",
        TITLE = "A joint optimization framework of low-dimensional projection and
collaborative representation for discriminative classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "1493-1498",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103492"}

@inproceedings{bb107176,
        AUTHOR = "Zhang, H. and Gabbouj, M.",
        TITLE = "Feature Dimensionality Reduction with Graph Embedding and Generalized
Hamming Distance",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "1083-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103493"}

@inproceedings{bb107177,
        AUTHOR = "Li, Y.",
        TITLE = "Locally preserving projection on symmetric positive definite matrix
lie group",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "1217-1221",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103494"}

@inproceedings{bb107178,
        AUTHOR = "Sun, Z.H. and Hoogs, A.",
        TITLE = "Compact image representation by binary component analysis",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "2771-2775",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103495"}

@inproceedings{bb107179,
        AUTHOR = "Kloss, R.B. and Jordao, A. and Schwartz, W.R.",
        TITLE = "Boosted Projection: An Ensemble of Transformation Models",
        BOOKTITLE = CIARP17,
        YEAR = "2017",
        PAGES = "331-338",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103496"}

@inproceedings{bb107180,
        AUTHOR = "Griparis, A. and Faur, D. and Datcu, M.",
        TITLE = "Evaluation of Dimensionality Reduction Methods for Remote Sensing
Images Using Classification and 3D Visualization",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "203-211",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103497"}

@inproceedings{bb107181,
        AUTHOR = "Mehta, A. and Sekhar, C.C.",
        TITLE = "Kernel Entropy Discriminant Analysis for Dimension Reduction",
        BOOKTITLE = PReMI17,
        YEAR = "2017",
        PAGES = "35-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103498"}

@inproceedings{bb107182,
        AUTHOR = "Yang, Q.W. and Sun, F.C.",
        TITLE = "Unsupervised Local Linear Preserving Manifold Reduction with
Uncertainty Pretraining for Image Recognition",
        BOOKTITLE = CVS17,
        YEAR = "2017",
        PAGES = "527-539",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103499"}

@article{bb107183,
        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#TT103500"}

@inproceedings{bb107184,
        AUTHOR = "Yoshiyasu, Y. and Yoshida, E.",
        TITLE = "Nonlinear dimensionality reduction by curvature minimization",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3590-3596",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103501"}

@inproceedings{bb107185,
        AUTHOR = "Chung, A.G. and Shafiee, M.J. and Wong, A.",
        TITLE = "Random feature maps via a Layered Random Projection (LARP) framework
for object classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "246-250",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103502"}

@inproceedings{bb107186,
        AUTHOR = "Rui, L. and Nejati, H. and Cheung, N.M.",
        TITLE = "Dimensionality reduction of brain imaging data using graph signal
processing",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1329-1333",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103503"}

@inproceedings{bb107187,
        AUTHOR = "Huang, S. and Tran, T.D.",
        TITLE = "Dimensionality reduction for image classification via mutual
information maximization",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "509-513",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103504"}

@inproceedings{bb107188,
        AUTHOR = "Kirishanthy, T. and Ramanan, A.",
        TITLE = "Creating Compact and Discriminative Visual Vocabularies Using Visual
Bits",
        BOOKTITLE = DICTA15,
        YEAR = "2015",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103505"}

@inproceedings{bb107189,
        AUTHOR = "Fang, X.Z. and Xu, Y. and Zhang, Z. and Lai, Z.H. and Shen, L.L.",
        TITLE = "Orthogonal self-guided similarity preserving projections",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "344-348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103506"}

@inproceedings{bb107190,
        AUTHOR = "Zhang, L. and Peng, P. and Xiang, X.Z. and Zhen, X.T.",
        TITLE = "Dimensionality reduction by supervised locality analysis",
        BOOKTITLE = ICIP15,
        YEAR = "2015",
        PAGES = "1488-1492",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103507"}

@inproceedings{bb107191,
        AUTHOR = "Czolombitko, M. and Stepaniuk, J.",
        TITLE = "Generating Core Based on Discernibility Measure and MapReduce",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "367-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103508"}

@inproceedings{bb107192,
        AUTHOR = "Honko, P.",
        TITLE = "Scalability of Data Decomposition Based Algorithms:
Attribute Reduction Problem",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "387-396",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103509"}

@inproceedings{bb107193,
        AUTHOR = "Duntsch, I. and Gediga, G.",
        TITLE = "Simplifying Contextual Structures",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "23-32",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103510"}

@inproceedings{bb107194,
        AUTHOR = "Campadelli, P. and Casiraghi, E. and Ceruti, C.",
        TITLE = "Neighborhood Selection for Dimensionality Reduction",
        BOOKTITLE = CIAP15,
        YEAR = "2015",
        PAGES = "I:183-191",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103511"}

@inproceedings{bb107195,
        AUTHOR = "Banerjee, M. and Islam, S.M.",
        TITLE = "Tackling Curse of Dimensionality for Efficient Content Based Image
Retrieval",
        BOOKTITLE = PReMI15,
        YEAR = "2015",
        PAGES = "149-158",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103512"}

@inproceedings{bb107196,
        AUTHOR = "Wang, S. and Wang, C.",
        TITLE = "Research on dimension reduction method for hyperspectral remote sensing
image based on global mixture coordination factor analysis",
        BOOKTITLE = IWIDF15,
        YEAR = "2015",
        PAGES = "159-167",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103513"}

@inproceedings{bb107197,
        AUTHOR = "Qiu, Q.A. and Sapiro, G.",
        TITLE = "Learning compressed image classification features",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5761-5765",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103514"}

@inproceedings{bb107198,
        AUTHOR = "Zhao, Z. and Feng, G.",
        TITLE = "A Dictionary-Based Algorithm for Dimensionality Reduction and Data
Reconstruction",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1556-1561",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103515"}

@inproceedings{bb107199,
        AUTHOR = "Nie, S. and Ji, Q.A.",
        TITLE = "Feature Learning Using Bayesian Linear Regression Model",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1502-1507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT103516"}

Last update:Oct 16, 2021 at 11:54:21