@article{bb117100, 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#TT113275"} @article{bb117101, 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#TT113276"} @article{bb117102, 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#TT113277"} @article{bb117103, 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#TT113278"} @article{bb117104, AUTHOR = "Shao, G. 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#TT113279"} @inproceedings{bb117105, AUTHOR = "Shao, G. 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#TT113280"} @article{bb117106, 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#TT113281"} @article{bb117107, 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#TT113282"} @article{bb117108, 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#TT113283"} @article{bb117109, 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#TT113284"} @article{bb117110, 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#TT113285"} @article{bb117111, AUTHOR = "Tateno, K. and Ogawa, T. and Haseyama, M.", TITLE = "Visualizing Web Images Using Fisher Discriminant Locality Preserving Canonical Correlation Analysis", JOURNAL = IEICE, VOLUME = "E100-D", YEAR = "2017", NUMBER = "9", MONTH = "September", PAGES = "2005-2016", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113286"} @article{bb117112, AUTHOR = "Sun, L. and Kudo, M. and Kimura, K.", TITLE = "READER: Robust Semi-Supervised Multi-Label Dimension Reduction", JOURNAL = IEICE, VOLUME = "E100-D", YEAR = "2017", NUMBER = "10", MONTH = "October", PAGES = "2597-2604", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113287"} @article{bb117113, 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#TT113288"} @article{bb117114, 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#TT113289"} @article{bb117115, AUTHOR = "Zhang, J. and Yu, J. and Tao, D.", TITLE = "Local Deep-Feature Alignment for Unsupervised Dimension Reduction", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "5", MONTH = "May", PAGES = "2420-2432", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113290"} @article{bb117116, 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#TT113291"} @article{bb117117, 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#TT113292"} @article{bb117118, 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#TT113293"} @article{bb117119, 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#TT113294"} @article{bb117120, 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#TT113295"} @article{bb117121, 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#TT113296"} @article{bb117122, 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#TT113297"} @article{bb117123, 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#TT113298"} @article{bb117124, 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#TT113299"} @article{bb117125, 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#TT113300"} @article{bb117126, 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#TT113301"} @article{bb117127, 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#TT113302"} @article{bb117128, 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#TT113303"} @article{bb117129, AUTHOR = "Mikalsen, K.O. and Soguero Ruiz, C. and Bianchi, F.M. and Jenssen, R.", TITLE = "Noisy multi-label semi-supervised dimensionality reduction", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "257-270", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113304"} @article{bb117130, AUTHOR = "Yi, Y. and Wang, J.Z. and Zhou, W. and Fang, Y.M. and Kong, J. and Lu, Y.H.", TITLE = "Joint graph optimization and projection learning for dimensionality reduction", JOURNAL = PR, VOLUME = "92", YEAR = "2019", PAGES = "258-273", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113305"} @article{bb117131, 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#TT113306"} @article{bb117132, 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#TT113307"} @article{bb117133, 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#TT113308"} @article{bb117134, 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#TT113309"} @article{bb117135, 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#TT113310"} @article{bb117136, AUTHOR = "Yu, Y.F. and Ren, C.X. and Jiang, M. and Sun, M.Y. and Dai, D.Q. and Guo, G.D.", TITLE = "Sparse approximation to discriminant projection learning and application to image classification", JOURNAL = PR, VOLUME = "96", YEAR = "2019", PAGES = "106963", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113311"} @article{bb117137, 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#TT113312"} @article{bb117138, 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#TT113313"} @article{bb117139, 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", PAGES = "115684", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113314"} @article{bb117140, AUTHOR = "de Handschutter, P. and Gillis, N. and Vandaele, A. and Siebert, X.", TITLE = "Near-Convex Archetypal Analysis", JOURNAL = SPLetters, VOLUME = "27", YEAR = "2020", PAGES = "81-85", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113315"} @article{bb117141, 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#TT113316"} @article{bb117142, 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#TT113317"} @article{bb117143, 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.", 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 = "395", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113317"} @article{bb117144, AUTHOR = "Masoudimansour, W. and Bouguila, N.", TITLE = "Supervised dimensionality reduction of proportional data using mixture estimation", JOURNAL = PR, VOLUME = "105", YEAR = "2020", PAGES = "107379", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113318"} @inproceedings{bb117145, 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#TT113319"} @article{bb117146, 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#TT113320"} @article{bb117147, 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", PAGES = "102796", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113321"} @article{bb117148, 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#TT113322"} @article{bb117149, 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#TT113323"} @article{bb117150, AUTHOR = "Tasoulis, S. and Pavlidis, N.G. and Roos, T.", TITLE = "Nonlinear dimensionality reduction for clustering", JOURNAL = PR, VOLUME = "107", YEAR = "2020", PAGES = "107508", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113324"} @article{bb117151, 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#TT113325"} @article{bb117152, 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#TT113326"} @article{bb117153, AUTHOR = "Lu, Y.D. and Wu, G.", TITLE = "Fast and incremental algorithms for exponential semi-supervised discriminant embedding", JOURNAL = PR, VOLUME = "108", YEAR = "2020", PAGES = "107530", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113327"} @article{bb117154, AUTHOR = "Pang, W.R. and Wu, G.", TITLE = "Fast algorithms for incremental and decremental semi-supervised discriminant analysis", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108888", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113328"} @article{bb117155, 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#TT113329"} @article{bb117156, 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#TT113330"} @article{bb117157, 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#TT113331"} @article{bb117158, 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, VOLUME = "14", YEAR = "2020", NUMBER = "8", MONTH = "December", PAGES = "605-613", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113332"} @article{bb117159, 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#TT113333"} @article{bb117160, 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#TT113334"} @article{bb117161, 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#TT113335"} @article{bb117162, 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", PAGES = "2165-2171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113336"} @article{bb117163, 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", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113337"} @article{bb117164, 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#TT113338"} @article{bb117165, 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#TT113339"} @article{bb117166, 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#TT113340"} @article{bb117167, AUTHOR = "Chen, H. and Nie, F.P. and Wang, R. and Li, X.L.", TITLE = "Adaptive Flexible Optimal Graph for Unsupervised Dimensionality Reduction", JOURNAL = SPLetters, VOLUME = "28", YEAR = "2021", PAGES = "2162-2166", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113341"} @article{bb117168, 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#TT113342"} @article{bb117169, AUTHOR = "Xie, L.P. and Guo, W. and Wei, H. and Tang, Y.Y. and Tao, D.C.", TITLE = "Efficient Unsupervised Dimension Reduction for Streaming Multiview Data", JOURNAL = Cyber, VOLUME = "52", YEAR = "2022", NUMBER = "3", MONTH = "March", PAGES = "1772-1784", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113343"} @article{bb117170, AUTHOR = "Zhou, R. 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#TT113344"} @article{bb117171, AUTHOR = "Yuan, Z. and Chen, H.M. and Li, T.R.", TITLE = "Exploring interactive attribute reduction via fuzzy complementary entropy for unlabeled mixed data", JOURNAL = PR, VOLUME = "127", YEAR = "2022", PAGES = "108651", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113345"} @article{bb117172, 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#TT113346"} @article{bb117173, AUTHOR = "Lu, X.H. and Long, J. and Wen, J. and Fei, L. and Zhang, B. and Xu, Y.", TITLE = "Locality preserving projection with symmetric graph embedding for unsupervised dimensionality reduction", JOURNAL = PR, VOLUME = "131", YEAR = "2022", PAGES = "108844", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113347"} @article{bb117174, 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#TT113348"} @article{bb117175, AUTHOR = "Tan, C. and Chen, S. and Geng, X. and Ji, G.", TITLE = "A label distribution manifold learning algorithm", JOURNAL = PR, VOLUME = "135", YEAR = "2023", PAGES = "109112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113349"} @article{bb117176, 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#TT113350"} @article{bb117177, 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#TT113351"} @article{bb117178, AUTHOR = "Li, T. and Tan, L. and Huang, Z. 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#TT113352"} @article{bb117179, AUTHOR = "Qiu, H.Q. and Yang, Y. 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#TT113353"} @inproceedings{bb117180, 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#TT113354"} @inproceedings{bb117181, 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#TT113355"} @inproceedings{bb117182, 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", PAGES = "11-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113356"} @inproceedings{bb117183, 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, YEAR = "2022", PAGES = "336-345", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113357"} @inproceedings{bb117184, 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", PAGES = "356-365", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern601.html#TT113358"} @inproceedings{bb117185, 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#TT113359"} @inproceedings{bb117186, 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#TT113360"} @inproceedings{bb117187, 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#TT113361"} @inproceedings{bb117188, 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#TT113362"} @inproceedings{bb117189, 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#TT113363"} @inproceedings{bb117190, 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#TT113364"} @inproceedings{bb117191, 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#TT113365"} @inproceedings{bb117192, 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#TT113366"} @inproceedings{bb117193, 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#TT113367"} @inproceedings{bb117194, 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#TT113368"} @inproceedings{bb117195, 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#TT113369"} @inproceedings{bb117196, 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#TT113370"} @inproceedings{bb117197, 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#TT113371"} @inproceedings{bb117198, 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#TT113372"} @inproceedings{bb117199, 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#TT113373"}