@article{bb135200, AUTHOR = "Lu, G.F. and Tang, G. and Zou, J.", TITLE = "Spare L1-norm-based maximum margin criterion", JOURNAL = JVCIR, VOLUME = "38", YEAR = "2016", NUMBER = "1", PAGES = "11-17", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131214"} @article{bb135201, AUTHOR = "Lu, G.F. and Zou, J. and Wang, Y.", TITLE = "L1-norm and maximum margin criterion based discriminant locality preserving projections via trace Lasso", JOURNAL = PR, VOLUME = "55", YEAR = "2016", NUMBER = "1", PAGES = "207-214", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131215"} @article{bb135202, AUTHOR = "Zhang, Z.H. and Tian, Y.Y. and Bai, L. and Xiahou, J.B. and Hancock, E.R.", TITLE = "High-order covariate interacted Lasso for feature selection", JOURNAL = PRL, VOLUME = "87", YEAR = "2017", NUMBER = "1", PAGES = "139-146", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131216"} @article{bb135203, AUTHOR = "Ma, X. and Liu, Q. and Ou, W.H. and Zhou, Q.", TITLE = "Visual object tracking via coefficients constrained exclusive group LASSO", JOURNAL = MVA, VOLUME = "29", YEAR = "2018", NUMBER = "5", MONTH = "July", PAGES = "749-763", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131217"} @article{bb135204, AUTHOR = "Xiong, H. and Kong, D.", TITLE = "Elastic nonnegative matrix factorization", JOURNAL = PR, VOLUME = "90", YEAR = "2019", PAGES = "464-475", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131218"} @article{bb135205, AUTHOR = "Guo, C.G. and Chen, D.Y. and Huang, Z.Q.", TITLE = "Real-Time Sparse Visual Tracking Using Circulant Reverse LASSO Model", JOURNAL = IEICE, VOLUME = "E102-D", YEAR = "2019", NUMBER = "1", MONTH = "January", PAGES = "175-184", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131219"} @article{bb135206, AUTHOR = "Duan, J.B. and Idier, J. and Wang, Y.P. and Wan, M.X.", TITLE = "A Joint Least Squares and Least Absolute Deviation Model", JOURNAL = SPLetters, VOLUME = "26", YEAR = "2019", NUMBER = "4", MONTH = "April", PAGES = "543-547", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131220"} @article{bb135207, AUTHOR = "Dong, Y. and Yang, X. and Zhao, X. and Li, J.", TITLE = "Bidirectional Convolutional Recurrent Sparse Network (BCRSN): An Efficient Model for Music Emotion Recognition", JOURNAL = MultMed, VOLUME = "21", YEAR = "2019", NUMBER = "12", MONTH = "December", PAGES = "3150-3163", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131221"} @article{bb135208, AUTHOR = "Moghimi, B. and Safikhani, A. and Kamga, C. and Hao, W. and Ma, J.", TITLE = "Short-Term Prediction of Signal Cycle on an Arterial With Actuated-Uncoordinated Control Using Sparse Time Series Models", JOURNAL = ITS, VOLUME = "20", YEAR = "2019", NUMBER = "8", MONTH = "August", PAGES = "2976-2985", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131222"} @article{bb135209, AUTHOR = "Liu, C. and Zheng, C.T. and Qian, S. and Wu, S. and Wong, H.S.", TITLE = "Encoding sparse and competitive structures among tasks in multi-task learning", JOURNAL = PR, VOLUME = "88", YEAR = "2019", PAGES = "689-701", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131223"} @article{bb135210, AUTHOR = "Seghouane, A.K. and Shokouhi, N. and Koch, I.", TITLE = "Sparse Principal Component Analysis With Preserved Sparsity Pattern", JOURNAL = IP, VOLUME = "28", YEAR = "2019", NUMBER = "7", MONTH = "July", PAGES = "3274-3285", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131224"} @article{bb135211, AUTHOR = "Abdolali, M. and Rahmati, M.", TITLE = "Robust subspace clustering for image data using clean dictionary estimation and group lasso based matrix completion", JOURNAL = JVCIR, VOLUME = "61", YEAR = "2019", PAGES = "303-314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131225"} @article{bb135212, AUTHOR = "Zhang, M.", TITLE = "Forward-stagewise clustering: An algorithm for convex clustering", JOURNAL = PRL, VOLUME = "128", YEAR = "2019", PAGES = "283-289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131226"} @article{bb135213, AUTHOR = "Zheng, S. and Ding, C.", TITLE = "A group lasso based sparse KNN classifier", JOURNAL = PRL, VOLUME = "131", YEAR = "2020", PAGES = "227-233", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131227"} @article{bb135214, AUTHOR = "Cui, L.X. and Bai, L. and Wang, Y. and Yu, P.S. and Hancock, E.R.", TITLE = "Fused lasso for feature selection using structural information", JOURNAL = PR, VOLUME = "119", YEAR = "2021", PAGES = "108058", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602gla3.html#TT131228"} @article{bb135215, 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#TT131229"} @article{bb135216, 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#TT131230"} @article{bb135217, 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#TT131231"} @article{bb135218, 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#TT131232"} @article{bb135219, 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#TT131233"} @article{bb135220, 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#TT131234"} @article{bb135221, 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#TT131235"} @article{bb135222, 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#TT131236"} @article{bb135223, 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#TT131237"} @article{bb135224, 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#TT131238"} @article{bb135225, 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#TT131239"} @article{bb135226, 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#TT131240"} @article{bb135227, 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#TT131241"} @article{bb135228, 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#TT131242"} @article{bb135229, 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#TT131243"} @article{bb135230, 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#TT131244"} @article{bb135231, 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#TT131245"} @article{bb135232, 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#TT131246"} @inproceedings{bb135233, 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#TT131247"} @inproceedings{bb135234, 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#TT131248"} @inproceedings{bb135235, 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#TT131249"} @inproceedings{bb135236, 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#TT131250"} @inproceedings{bb135237, 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#TT131251"} @inproceedings{bb135238, 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#TT131252"} @inproceedings{bb135239, 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#TT131253"} @inproceedings{bb135240, 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#TT131254"} @inproceedings{bb135241, 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#TT131255"} @inproceedings{bb135242, 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#TT131256"} @inproceedings{bb135243, 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#TT131257"} @inproceedings{bb135244, 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#TT131258"} @inproceedings{bb135245, 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#TT131259"} @inproceedings{bb135246, 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#TT131260"} @inproceedings{bb135247, 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#TT131261"} @inproceedings{bb135248, 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#TT131262"} @inproceedings{bb135249, 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#TT131263"} @inproceedings{bb135250, 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#TT131264"} @article{bb135251, 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#TT131265"} @article{bb135252, 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#TT131266"} @inproceedings{bb135253, 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#TT131267"} @inproceedings{bb135254, 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#TT131268"} @article{bb135255, 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#TT131269"} @article{bb135256, 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#TT131270"} @article{bb135257, 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#TT131271"} @article{bb135258, 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#TT131272"} @article{bb135259, 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#TT131273"} @article{bb135260, 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#TT131274"} @article{bb135261, 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#TT131275"} @article{bb135262, 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#TT131276"} @article{bb135263, 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#TT131277"} @article{bb135264, 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#TT131278"} @article{bb135265, 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#TT131279"} @inproceedings{bb135266, 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#TT131280"} @article{bb135267, 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#TT131281"} @article{bb135268, 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#TT131282"} @article{bb135269, 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#TT131283"} @article{bb135270, 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#TT131284"} @inproceedings{bb135271, 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#TT131285"} @article{bb135272, 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#TT131286"} @article{bb135273, 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#TT131287"} @article{bb135274, 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#TT131288"} @article{bb135275, 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#TT131289"} @article{bb135276, 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#TT131290"} @inproceedings{bb135277, 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#TT131291"} @inproceedings{bb135278, 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#TT131292"} @inproceedings{bb135279, 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#TT131293"} @inproceedings{bb135280, 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#TT131294"} @inproceedings{bb135281, 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#TT131295"} @inproceedings{bb135282, 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#TT131296"} @book{bb135283, TITLE = "Discriminant Function Analysis", PUBLISHER = "StatSoft", YEAR = "2003", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131297"} @article{bb135284, 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#TT131298"} @article{bb135285, 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#TT131299"} @article{bb135286, 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#TT131300"} @article{bb135287, 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#TT131301"} @book{bb135288, AUTHOR = "McLachlan, G.J.", TITLE = "Discriminant Analysis and Statistical Pattern Recognition", PUBLISHER = "Wiley", YEAR = "1992", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern602.html#TT131302"} @article{bb135289, 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#TT131303"} @inproceedings{bb135290, 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#TT131304"} @article{bb135291, 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#TT131305"} @article{bb135292, 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#TT131306"} @article{bb135293, 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#TT131307"} @article{bb135294, 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#TT131308"} @article{bb135295, 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#TT131309"} @article{bb135296, 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#TT131310"} @article{bb135297, 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#TT131311"} @article{bb135298, 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#TT131312"} @article{bb135299, 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#TT131313"}