@article{bb135800,
        AUTHOR = "Lee, S. and Gornitz, N. and Xing, E.P. and Heckerman, D. and Lippert, C.",
        TITLE = "Ensembles of Lasso Screening Rules",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2841-2852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131811"}

@article{bb135801,
        AUTHOR = "Bento, J. and Furmaniak, R. and Ray, S.",
        TITLE = "On the Complexity of the Weighted Fused Lasso",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1595-1599",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131812"}

@article{bb135802,
        AUTHOR = "Fosson, S.M.",
        TITLE = "A Biconvex Analysis for Lasso L_1 Reweighting",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1795-1799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131813"}

@article{bb135803,
        AUTHOR = "Ren, S.G. and Huang, S.A. and Ye, J.P. and Qian, X.N.",
        TITLE = "Safe Feature Screening for Generalized LASSO",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2992-3006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131814"}

@article{bb135804,
        AUTHOR = "Jung, A.",
        TITLE = "On the Duality Between Network Flows and Network Lasso",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "940-944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131815"}

@article{bb135805,
        AUTHOR = "Wang, X. and Benesty, J. and Chen, J. and Cohen, I.",
        TITLE = "Beamforming With Small-Spacing Microphone Arrays Using
Constrained/Generalized LASSO",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "356-360",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131816"}

@article{bb135806,
        AUTHOR = "Li, D. and Cui, F. and Wang, A. and Li, Y. and Wu, J. and Qiao, Y.",
        TITLE = "Adaptive Detection Algorithm for Hazardous Clouds Based on Infrared
Remote Sensing Spectroscopy and the LASSO Method",
        JOURNAL = GeoRS,
        VOLUME = "58",
        YEAR = "2020",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "8649-8664",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131817"}

@article{bb135807,
        AUTHOR = "Mao, R.Y. and Chen, Z.Y. and Hu, G.B.",
        TITLE = "Robust temporal low-rank representation for traffic data recovery via
fused LASSO",
        JOURNAL = IET-ITS,
        VOLUME = "15",
        YEAR = "2021",
        NUMBER = "2",
        PAGES = "175-186",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131818"}

@article{bb135808,
        AUTHOR = "Jung, A. and Sarcheshmeh Pour, Y.",
        TITLE = "Local Graph Clustering With Network Lasso",
        JOURNAL = SPLetters,
        VOLUME = "28",
        YEAR = "2021",
        PAGES = "106-110",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131819"}

@article{bb135809,
        AUTHOR = "Jarret, A. and Fageot, J. and Simeoni, M.",
        TITLE = "A Fast and Scalable Polyatomic Frank-Wolfe Algorithm for the LASSO",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "637-641",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131820"}

@article{bb135810,
        AUTHOR = "Masuda, R. and Inoue, R.",
        TITLE = "Point Event Cluster Detection via the Bayesian Generalized Fused
Lasso",
        JOURNAL = IJGI,
        VOLUME = "11",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131821"}

@article{bb135811,
        AUTHOR = "Shang, P. and Kong, L.C. and Liu, D.",
        TITLE = "A Safe Feature Screening Rule for Rank Lasso",
        JOURNAL = SPLetters,
        VOLUME = "29",
        YEAR = "2022",
        PAGES = "1062-1066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131822"}

@article{bb135812,
        AUTHOR = "Gao, R. and Sarkka, S. and Claveria Vega, R. and Godsill, S.",
        TITLE = "Autonomous Tracking and State Estimation With Generalized Group Lasso",
        JOURNAL = Cyber,
        VOLUME = "52",
        YEAR = "2022",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "12056-12070",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131823"}

@article{bb135813,
        AUTHOR = "Yang, M.S. and Benjamin, J.B.M.",
        TITLE = "Sparse possibilistic c-means clustering with Lasso",
        JOURNAL = PR,
        VOLUME = "138",
        YEAR = "2023",
        PAGES = "109348",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131824"}

@article{bb135814,
        AUTHOR = "Jiang, B. and Wang, B.B. and Chen, S. and Tang, J. and Luo, B.",
        TITLE = "Graph Neural Network Meets Sparse Representation: Graph Sparse Neural
Networks via Exclusive Group Lasso",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "12692-12698",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131825"}

@article{bb135815,
        AUTHOR = "Zhang, M. and Wang, Y.M. and Chen, H.Y. and Li, T. and Liu, S. and Gu, X.F. and Xu, X.Y.",
        TITLE = "Design of a differentiable L-1 norm for pattern recognition and
machine learning",
        JOURNAL = PRL,
        VOLUME = "186",
        YEAR = "2024",
        PAGES = "126-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131826"}

@article{bb135816,
        AUTHOR = "Wang, J.K. and Fei, L. and Sun, L.",
        TITLE = "Multi-level network Lasso for multi-task personalized learning",
        JOURNAL = PR,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "111213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131827"}

@article{bb135817,
        AUTHOR = "Shen, X. and Tu, J.Y. and Wang, F.",
        TITLE = "Causal Rank Lasso for Single Index Model",
        JOURNAL = SPLetters,
        VOLUME = "32",
        YEAR = "2025",
        PAGES = "1061-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131828"}

@inproceedings{bb135818,
        AUTHOR = "Guo, S. and Zhang, L. and Zheng, X. and Wang, Y. and Li, Y.C. and Chao, F. and Wu, C.L. and Zhang, S.C. and Ji, R.R.",
        TITLE = "Automatic Network Pruning via Hilbert-Schmidt Independence Criterion
Lasso under Information Bottleneck Principle",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17412-17423",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131829"}

@inproceedings{bb135819,
        AUTHOR = "Tsiligkaridis, T. and Roberts, J.",
        TITLE = "Understanding and Increasing Efficiency of Frank-Wolfe Adversarial
Training",
        BOOKTITLE = CVPR22,
        YEAR = "2022",
        PAGES = "50-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131830"}

@inproceedings{bb135820,
        AUTHOR = "Wang, J.Y. and Zhang, X.L.",
        TITLE = "Deep Topic Modeling by Multilayer Bootstrap Network and Lasso",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "2470-2475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131831"}

@inproceedings{bb135821,
        AUTHOR = "Seghouane, A.K. and Qadar, M.A.",
        TITLE = "Sparsity Preserved Canonical Correlation Analysis",
        BOOKTITLE = ICIP20,
        YEAR = "2020",
        PAGES = "31-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131832"}

@inproceedings{bb135822,
        AUTHOR = "Oyedotun, O.K. and Aouada, D. and Ottersten, B.",
        TITLE = "Structured Compression of Deep Neural Networks with Debiased Elastic
Group LASSO",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "2266-2275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131833"}

@inproceedings{bb135823,
        AUTHOR = "Alshawaqfeh, M. and Al Kawam, A. and Serpedin, E.",
        TITLE = "Robust Fussed Lasso Model for Recurrent Copy Number Variation
Detection",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3772-3777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131834"}

@inproceedings{bb135824,
        AUTHOR = "Tan, H.L. and Xiao, H.X. and Liu, Y. and Zhang, M.J. and Wang, B.",
        TITLE = "LASSO approximation and application to image super-resolution with
CUDA acceleration",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "483-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131835"}

@inproceedings{bb135825,
        AUTHOR = "Bibi, A. and Itani, H. and Ghanem, B.",
        TITLE = "FFTLasso: Large-Scale LASSO in the Fourier Domain",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "4371-4380",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131836"}

@inproceedings{bb135826,
        AUTHOR = "Aliquintuy, M. and Frandi, E. and Nanculef, R. and Suykens, J.A.K.",
        TITLE = "Efficient Sparse Approximation of Support Vector Machines Solving a
Kernel Lasso",
        BOOKTITLE = CIARP16,
        YEAR = "2016",
        PAGES = "208-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131837"}

@inproceedings{bb135827,
        AUTHOR = "Li, Q. and Qiao, M.Y. and Bian, W. and Tao, D.C.",
        TITLE = "Conditional Graphical Lasso for Multi-label Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2977-2986",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131838"}

@inproceedings{bb135828,
        AUTHOR = "Xin, B. and Tian, Y. and Wang, Y.Z. and Gao, W.",
        TITLE = "Background Subtraction via generalized fused LASSO foreground
modeling",
        BOOKTITLE = CVPR15,
        YEAR = "2015",
        PAGES = "4676-4684",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131839"}

@inproceedings{bb135829,
        AUTHOR = "Zhao, K. and Zhang, H.G. and Guo, J.",
        TITLE = "An adaptive group LASSO based multi-label regression approach for
facial expression analysis",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "1435-1439",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131840"}

@inproceedings{bb135830,
        AUTHOR = "Zhao, K. and Zhang, H.G. and Dong, M.Z. and Guo, J. and Qi, Y.G. and Song, Y.Z.",
        TITLE = "A multi-label classification approach for Facial Expression
Recognition",
        BOOKTITLE = VCIP13,
        YEAR = "2013",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131841"}

@inproceedings{bb135831,
        AUTHOR = "Nafornita, C. and Isar, A. and Nelson, J.D.B.",
        TITLE = "Regularised, semi-local hurst estimation via generalised lasso and
dual-tree complex wavelets",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "2689-2693",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131842"}

@inproceedings{bb135832,
        AUTHOR = "Hung, T.Y. and Lu, J.W. and Tan, Y.P. and Gao, S.H.",
        TITLE = "Efficient Sparsity Estimation via Marginal-Lasso Coding",
        BOOKTITLE = ECCV14,
        YEAR = "2014",
        PAGES = "IV: 578-592",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131843"}

@inproceedings{bb135833,
        AUTHOR = "Zini, L. and Odone, F.",
        TITLE = "Efficient pedestrian detection with group lasso",
        BOOKTITLE = VS11,
        YEAR = "2011",
        PAGES = "1777-1784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131844"}

@inproceedings{bb135834,
        AUTHOR = "Vogt, J.E. and Roth, V.",
        TITLE = "The Group-Lasso: L1,inf Regularization versus L1,2 Regularization",
        BOOKTITLE = DAGM10,
        YEAR = "2010",
        PAGES = "252-261",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131845"}

@inproceedings{bb135835,
        AUTHOR = "Wang, J. and Su, G.D. and Chen, J.S. and Moon, Y.S.",
        TITLE = "CPGL: A classification method combining PCA and the Group Lasso method",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "4529-4532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131846"}

@article{bb135836,
        AUTHOR = "Roweis, S.T. and Saul, L.K.",
        TITLE = "Nonlinear Dimensionality Reduction by Locally Linear Embedding",
        JOURNAL = Science,
        VOLUME = "290",
        YEAR = "2000",
        NUMBER = "5500",
        MONTH = "December",
        PAGES = "2323-2326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131847"}

@article{bb135837,
        AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
        TITLE = "Incremental locally linear embedding",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1764-1767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131848"}

@inproceedings{bb135838,
        AUTHOR = "Kouropteva, O. and Okun, O. and Pietikainen, M.",
        TITLE = "Incremental Locally Linear Embedding Algorithm",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "521-530",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131849"}

@inproceedings{bb135839,
        AUTHOR = "Hadid, A. and Kouropteva, O. and Pietikanen, M.",
        TITLE = "Unsupervised Learning Using Locally Linear Embedding:
Experiments with Face Pose Analysis",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 111-114",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131850"}

@article{bb135840,
        AUTHOR = "Chang, H. and Yeung, D.Y.",
        TITLE = "Robust locally linear embedding",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1053-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131851"}

@article{bb135841,
        AUTHOR = "Pan, Y.Z. and Ge, S.Z.S. and Al Mamun, A.",
        TITLE = "Weighted locally linear embedding for dimension reduction",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "798-811",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131852"}

@article{bb135842,
        AUTHOR = "Zhang, T. and Huang, K. and Li, X. and Yang, J. and Tao, D.",
        TITLE = "Discriminative Orthogonal Neighborhood-Preserving Projections for
Classification",
        JOURNAL = SMC-B,
        VOLUME = "40",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "February",
        PAGES = "253-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131853"}

@article{bb135843,
        AUTHOR = "Ge, S.Z.S. and Guan, F. and Pan, Y.Z. and Loh, A.P.",
        TITLE = "Neighborhood linear embedding for intrinsic structure discovery",
        JOURNAL = MVA,
        VOLUME = "21",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "April",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131854"}

@article{bb135844,
        AUTHOR = "Hou, C.P. and Zhang, C.S. and Wu, Y. and Jiao, Y.Y.",
        TITLE = "Stable local dimensionality reduction approaches",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "2054-2066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131855"}

@article{bb135845,
        AUTHOR = "Lewandowski, M. and Makris, D. and Nebel, J.C.",
        TITLE = "Automatic configuration of spectral dimensionality reduction methods",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "September",
        PAGES = "1720-1727",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131856"}

@article{bb135846,
        AUTHOR = "Wang, J. and Zhang, Z.Y.",
        TITLE = "Nonlinear embedding preserving multiple local-linearities",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "1257-1268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131857"}

@article{bb135847,
        AUTHOR = "Jain, N. and Verma, S. and Kumar, M.",
        TITLE = "Low cost localization using Nyström extended locally linear embedding",
        JOURNAL = PRL,
        VOLUME = "110",
        YEAR = "2018",
        PAGES = "30-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131858"}

@article{bb135848,
        AUTHOR = "Alipanahi, B. and Ghodsi, A.",
        TITLE = "Guided Locally Linear Embedding",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "1029-1035",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131859"}

@article{bb135849,
        AUTHOR = "Wang, R.P. and Shan, S.G. and Chen, X.L. and Chen, J. and Gao, W.",
        TITLE = "Maximal Linear Embedding for Dimensionality Reduction",
        JOURNAL = PAMI,
        VOLUME = "33",
        YEAR = "2011",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1776-1792",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131860"}

@article{bb135850,
        AUTHOR = "Venkateswara, H. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Deep-Learning Systems for Domain Adaptation in Computer Vision:
Learning Transferable Feature Representations",
        JOURNAL = SPMag,
        VOLUME = "34",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "November",
        PAGES = "117-129",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131861"}

@inproceedings{bb135851,
        AUTHOR = "Venkateswara, H. and Chakraborty, S. and Panchanathan, S.",
        TITLE = "Nonlinear Embedding Transform for Unsupervised Domain Adaptation",
        BOOKTITLE = TASKCV16,
        YEAR = "2016",
        PAGES = "III: 451-457",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131862"}

@article{bb135852,
        AUTHOR = "Sun, W.W. and Yang, G. and Du, B. and Zhang, L.F. and Zhang, L.P.",
        TITLE = "A Sparse and Low-Rank Near-Isometric Linear Embedding Method for
Feature Extraction in Hyperspectral Imagery Classification",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4032-4046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131863"}

@article{bb135853,
        AUTHOR = "Jorge, J. and Paredes, R.",
        TITLE = "Passive-Aggressive online learning with nonlinear embeddings",
        JOURNAL = PR,
        VOLUME = "79",
        YEAR = "2018",
        PAGES = "162-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131864"}

@article{bb135854,
        AUTHOR = "Zhang, Y. and Zhang, Z. and Qin, J. and Zhang, L. and Li, B. and Li, F.Z.",
        TITLE = "Semi-supervised local multi-manifold Isomap by linear embedding for
feature extraction",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "662-678",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131865"}

@article{bb135855,
        AUTHOR = "Zhu, R.F. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Joint graph based embedding and feature weighting for image
classification",
        JOURNAL = PR,
        VOLUME = "93",
        YEAR = "2019",
        PAGES = "458-469",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131866"}

@inproceedings{bb135856,
        AUTHOR = "Zhu, R.F. and Dornaika, F. and Ruichek, Y.",
        TITLE = "Flexible and Discriminative Non-linear Embedding with Feature
Selection for Image Classification",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "3192-3197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131867"}

@article{bb135857,
        AUTHOR = "Ornek, C. and Vural, E.",
        TITLE = "Nonlinear supervised dimensionality reduction via smooth regular
embeddings",
        JOURNAL = PR,
        VOLUME = "87",
        YEAR = "2019",
        PAGES = "55-66",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131868"}

@article{bb135858,
        AUTHOR = "Wang, J. and Wong, R.K.W. and Lee, T.C.M.",
        TITLE = "Locally linear embedding with additive noise",
        JOURNAL = PRL,
        VOLUME = "123",
        YEAR = "2019",
        PAGES = "47-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131869"}

@article{bb135859,
        AUTHOR = "Niu, G. and Ma, Z.M.",
        TITLE = "Tensor local linear embedding with global subspace projection
optimisation",
        JOURNAL = IET-CV,
        VOLUME = "16",
        YEAR = "2022",
        NUMBER = "3",
        PAGES = "241-254",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131870"}

@article{bb135860,
        AUTHOR = "Miao, J.Y. and Yang, T.J. and Sun, L.J. and Fei, X. and Niu, L.F. and Shi, Y.",
        TITLE = "Graph regularized locally linear embedding for unsupervised feature
selection",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108299",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131871"}

@article{bb135861,
        AUTHOR = "Xue, J.Q. and Zhang, B. and Qiang, Q.Y.",
        TITLE = "Local Linear Embedding with Adaptive Neighbors",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131872"}

@inproceedings{bb135862,
        AUTHOR = "Huang, Y. and Wang, W. and Wang, L. and Tan, T.N.",
        TITLE = "A General Nonlinear Embedding Framework Based on Deep Neural Network",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "732-737",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131873"}

@inproceedings{bb135863,
        AUTHOR = "Hwang, Y. and Han, B.H. and Ahn, H.K.",
        TITLE = "A fast nearest neighbor search algorithm by nonlinear embedding",
        BOOKTITLE = CVPR12,
        YEAR = "2012",
        PAGES = "3053-3060",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131874"}

@inproceedings{bb135864,
        AUTHOR = "Liu, R.J. and Wang, Y.H. and Baba, T. and Masumoto, D.",
        TITLE = "Semi-supervised learning by locally linear embedding in kernel space",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131875"}

@inproceedings{bb135865,
        AUTHOR = "Marinai, S. and Marino, E. and Soda, G.",
        TITLE = "Nonlinear Embedded Map Projection for Dimensionality Reduction",
        BOOKTITLE = CIAP09,
        YEAR = "2009",
        PAGES = "219-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131876"}

@inproceedings{bb135866,
        AUTHOR = "Marinai, S. and Marino, E. and Soda, G.",
        TITLE = "Embedded Map Projection for Dimensionality Reduction-Based Similarity
Search",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "582-591",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131877"}

@inproceedings{bb135867,
        AUTHOR = "Hui, K.H. and Wang, C.H.",
        TITLE = "Clustering-based locally linear embedding",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602lle4.html#TT131878"}

@book{bb135868,
        TITLE = "Discriminant Function Analysis",
        PUBLISHER = "StatSoft",
        YEAR = "2003",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131879"}

@article{bb135869,
        AUTHOR = "Larsen, L.E. and Walter, D.O. and McNew, J.J. and Adey, W.R.",
        TITLE = "On the problem of bias in error rate estimation for discriminant
analysis",
        JOURNAL = PR,
        VOLUME = "3",
        YEAR = "1971",
        NUMBER = "3",
        MONTH = "October",
        PAGES = "217-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131880"}

@article{bb135870,
        AUTHOR = "Chhikara, R.S. and Odell, P.L.",
        TITLE = "Discriminant analysis using certain normed exponential densities with
emphasis on remote sensing application",
        JOURNAL = PR,
        VOLUME = "5",
        YEAR = "1973",
        NUMBER = "3",
        MONTH = "September",
        PAGES = "259-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131881"}

@article{bb135871,
        AUTHOR = "Foley, D.H. and Sammon, J.W.",
        TITLE = "An optimal set of discriminant vectors",
        JOURNAL = TC,
        VOLUME = "24",
        YEAR = "1975",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "281-289",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131882"}

@article{bb135872,
        AUTHOR = "McLachlan, G.J.",
        TITLE = "Further results on the effect of intraclass correlation among training
samples in discriminant analysis",
        JOURNAL = PR,
        VOLUME = "8",
        YEAR = "1976",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "273-275",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131883"}

@book{bb135873,
        AUTHOR = "McLachlan, G.J.",
        TITLE = "Discriminant Analysis and Statistical Pattern Recognition",
        PUBLISHER = "Wiley",
        YEAR = "1992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131884"}

@article{bb135874,
        AUTHOR = "Pudil, P. and Blaha, S.",
        TITLE = "Evaluation of the effectiveness of features selected by discriminant
analysis methods",
        JOURNAL = PR,
        VOLUME = "14",
        YEAR = "1981",
        NUMBER = "1-6",
        PAGES = "81-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131885"}

@inproceedings{bb135875,
        AUTHOR = "Somol, P. and Grim, J. and Filip, J. and Pudil, P.",
        TITLE = "On Stopping Rules in Dependency-Aware Feature Ranking",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:286-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131886"}

@article{bb135876,
        AUTHOR = "Lawoko, C.R.O. and McLachlan, G.J.",
        TITLE = "Some asymptotic results on the effect of autocorrelation on the error
rates of the sample linear discriminant function",
        JOURNAL = PR,
        VOLUME = "16",
        YEAR = "1983",
        NUMBER = "1",
        PAGES = "119-121",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131887"}

@article{bb135877,
        AUTHOR = "Bobrowski, L. and Niemiro, W.",
        TITLE = "A method of synthesis of linear discriminant function in the case of
nonseparability",
        JOURNAL = PR,
        VOLUME = "17",
        YEAR = "1984",
        NUMBER = "2",
        PAGES = "205-210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131888"}

@article{bb135878,
        AUTHOR = "Okada, T. and Tomita, S.",
        TITLE = "An optimal orthonormal system for discriminant analysis",
        JOURNAL = PR,
        VOLUME = "18",
        YEAR = "1985",
        NUMBER = "2",
        PAGES = "139-144",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131889"}

@article{bb135879,
        AUTHOR = "Tutz, G.E.",
        TITLE = "Smoothed additive estimators for non-error rates in multiple
discriminant analysis",
        JOURNAL = PR,
        VOLUME = "18",
        YEAR = "1985",
        NUMBER = "2",
        PAGES = "151-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131890"}

@article{bb135880,
        AUTHOR = "Krishnan, T. and Nandy, S.C.",
        TITLE = "Discriminant analysis with a stochastic supervisor",
        JOURNAL = PR,
        VOLUME = "20",
        YEAR = "1987",
        NUMBER = "4",
        PAGES = "379-384",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131891"}

@article{bb135881,
        AUTHOR = "Krishnan, T. and Nandy, S.C.",
        TITLE = "Efficiency of logistic-normal stochastic supervision",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "11",
        PAGES = "1275-1279",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131892"}

@article{bb135882,
        AUTHOR = "Katre, U.A. and Krishnan, T.",
        TITLE = "Pattern recognition with an imperfect supervisor",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "4",
        PAGES = "423-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131893"}

@article{bb135883,
        AUTHOR = "Titterington, D.M.",
        TITLE = "An alternative stochastic supervisor in discriminant analysis",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "1",
        PAGES = "91-95",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131894"}

@article{bb135884,
        AUTHOR = "Krusinska, E.",
        TITLE = "Two step semi-optimal branch and bound algorithm for feature selection
in mixed variable discrimination",
        JOURNAL = PR,
        VOLUME = "22",
        YEAR = "1989",
        NUMBER = "4",
        PAGES = "455-459",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131895"}

@article{bb135885,
        AUTHOR = "Wyman, F.J. and Young, D.M. and Turner, D.W.",
        TITLE = "A comparison of asymptotic error rate expansions for the sample linear
discriminant function",
        JOURNAL = PR,
        VOLUME = "23",
        YEAR = "1990",
        NUMBER = "7",
        PAGES = "775-783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131896"}

@article{bb135886,
        AUTHOR = "Flasinski, M. and Lewicki, G.",
        TITLE = "The convergent method of constructing polynomial discriminant functions
for pattern recognition",
        JOURNAL = PR,
        VOLUME = "24",
        YEAR = "1991",
        NUMBER = "10",
        PAGES = "1009-1015",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131897"}

@article{bb135887,
        AUTHOR = "Cox, T.F. and Ferry, G.",
        TITLE = "Discriminant analysis using non-metric multidimensional scaling",
        JOURNAL = PR,
        VOLUME = "26",
        YEAR = "1993",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "145-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131898"}

@article{bb135888,
        AUTHOR = "Brasher, J.D. and Kinser, J.M.",
        TITLE = "Fractional-power synthetic discriminant functions",
        JOURNAL = PR,
        VOLUME = "27",
        YEAR = "1994",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "577-585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131899"}

@article{bb135889,
        AUTHOR = "Lovell, D.R. and Dance, C.R. and Niranjan, M. and Prager, R.W. and Dalton, K.J. and Derom, R.",
        TITLE = "Feature-Selection Using Expected Attainable Discrimination",
        JOURNAL = PRL,
        VOLUME = "19",
        YEAR = "1998",
        NUMBER = "5-6",
        MONTH = "April",
        PAGES = "393-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131900"}

@article{bb135890,
        AUTHOR = "Saito, N. and Coifman, R.R. and Geshwind, F.B. and Warner, F.",
        TITLE = "Discriminant feature extraction using empirical probability density
estimation and a local basis library",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2841-2852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131901"}

@article{bb135891,
        AUTHOR = "Jing, X.Y. and Zhang, D. and Jin, Z.",
        TITLE = "Improvements on the Uncorrelated Optimal Discriminant Vectors",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "1921-1923",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131902"}

@article{bb135892,
        AUTHOR = "Xu, Y. and Yang, J.Y. and Jin, Z.",
        TITLE = "Theory analysis on FSLDA and ULDA",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3031-3033",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131903"}

@article{bb135893,
        AUTHOR = "Jing, X.Y. and Zhang, D. and Jin, Z.",
        TITLE = "UODV: Improved Algorithm and Generalized Theory",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2593-2602",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131904"}

@article{bb135894,
        AUTHOR = "Ma, J.S. and Theiler, J. and Perkins, S.",
        TITLE = "Two realizations of a general feature extraction framework",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "875-887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131905"}

@article{bb135895,
        AUTHOR = "Chen, S.C. and Yang, X.B.",
        TITLE = "Alternative linear discriminant classifier",
        JOURNAL = PR,
        VOLUME = "37",
        YEAR = "2004",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "1545-1547",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131906"}

@article{bb135896,
        AUTHOR = "Park, C.H. and Park, H.S.",
        TITLE = "A comparison of generalized linear discriminant analysis algorithms",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "1083-1097",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131907"}

@article{bb135897,
        AUTHOR = "Ye, J.P. and Janardan, R. and Park, C.H. and Park, H.S.",
        TITLE = "An Optimization Criterion for Generalized Discriminant Analysis on
Undersampled Problems",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "982-994",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131908"}

@article{bb135898,
        AUTHOR = "Howland, P. and Park, H.S.",
        TITLE = "Generalizing Discriminant Analysis Using the Generalized Singular Value
Decomposition",
        JOURNAL = PAMI,
        VOLUME = "26",
        YEAR = "2004",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "995-1006",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131909"}

@article{bb135899,
        AUTHOR = "Howland, P. and Wang, J.L. and Park, H.S.",
        TITLE = "Solving the small sample size problem in face recognition using
generalized discriminant analysis",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "277-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131910"}