@article{bb152300,
AUTHOR = "Maggu, J. and Majumdar, A.",
TITLE = "Kernel transform learning",
JOURNAL = PRL,
VOLUME = "98",
YEAR = "2017",
NUMBER = "1",
PAGES = "117-122",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148211"}
@inproceedings{bb152301,
AUTHOR = "Maggu, J. and Majumdar, A.",
TITLE = "Greedy deep transform learning",
BOOKTITLE = ICIP17,
YEAR = "2017",
PAGES = "1822-1826",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148212"}
@article{bb152302,
AUTHOR = "Yan, H. and Ye, Q.L. and Zhang, T.A. and Yu, D.J. and Yuan, X. and Xu, Y.Q. and Fu, L.Y.",
TITLE = "Least squares twin bounded support vector machines based on L1-norm
distance metric for classification",
JOURNAL = PR,
VOLUME = "74",
YEAR = "2018",
NUMBER = "1",
PAGES = "434-447",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148213"}
@article{bb152303,
AUTHOR = "Dai, J.S. and Xu, W.C. and Ye, Z.F. and Chang, C.Q.",
TITLE = "Effective subset approach for SVMpath singularities",
JOURNAL = PRL,
VOLUME = "100",
YEAR = "2017",
NUMBER = "1",
PAGES = "51-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148214"}
@article{bb152304,
AUTHOR = "Zheng, Q.Q. and Zhu, F.Y. and Qin, J. and Chen, B.D. and Heng, P.A.",
TITLE = "Sparse Support Matrix Machine",
JOURNAL = PR,
VOLUME = "76",
YEAR = "2018",
NUMBER = "1",
PAGES = "715-726",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148215"}
@article{bb152305,
AUTHOR = "Chen, G. and Xu, R. and Yang, Z.",
TITLE = "Deep ranking structural support vector machine for image tagging",
JOURNAL = PRL,
VOLUME = "105",
YEAR = "2018",
PAGES = "30-38",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148216"}
@article{bb152306,
AUTHOR = "Gu, B. and Quan, X. and Gu, Y.H. and Sheng, V.S. and Zheng, G.S.",
TITLE = "Chunk incremental learning for cost-sensitive hinge loss support
vector machine",
JOURNAL = PR,
VOLUME = "83",
YEAR = "2018",
PAGES = "196-208",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148217"}
@article{bb152307,
AUTHOR = "Chen, H.Y. and Yu, Y. and Jia, Y.Z. and Gu, B.",
TITLE = "Incremental learning for transductive support vector machine",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "108982",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148218"}
@article{bb152308,
AUTHOR = "Padierna, L.C. and Carpio, M. and Rojas Dominguez, A. and Puga, H. and Fraire, H.",
TITLE = "A novel formulation of orthogonal polynomial kernel functions for SVM
classifiers: The Gegenbauer family",
JOURNAL = PR,
VOLUME = "84",
YEAR = "2018",
PAGES = "211-225",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148219"}
@article{bb152309,
AUTHOR = "Tzelepis, C. and Mezaris, V. and Patras, I.",
TITLE = "Linear Maximum Margin Classifier for Learning from Uncertain Data",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "12",
MONTH = "December",
PAGES = "2948-2962",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148220"}
@inproceedings{bb152310,
AUTHOR = "Tzelepi, M. and Mezaris, V.",
TITLE = "Online Anchor-Based Training for Image Classification Tasks",
BOOKTITLE = ICIP24,
YEAR = "2024",
PAGES = "1099-1105",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148221"}
@article{bb152311,
AUTHOR = "Liu, W. and Shen, X. and Du, B. and Tsang, I.W. and Zhang, W. and Lin, X.",
TITLE = "Hyperspectral Imagery Classification via Stochastic HHSVMs",
JOURNAL = IP,
VOLUME = "28",
YEAR = "2019",
NUMBER = "2",
MONTH = "February",
PAGES = "577-588",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148222"}
@article{bb152312,
AUTHOR = "Abe, S.",
TITLE = "Are twin hyperplanes necessary?",
JOURNAL = PRL,
VOLUME = "116",
YEAR = "2018",
PAGES = "218-224",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148223"}
@article{bb152313,
AUTHOR = "Ma, J.J. and Zhou, S. and Chen, L. and Wang, W.W. and Zhang, Z.",
TITLE = "A sparse robust model for large scale multi-class classification
based on K-SVCR",
JOURNAL = PRL,
VOLUME = "117",
YEAR = "2019",
PAGES = "16-23",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148224"}
@article{bb152314,
AUTHOR = "Weerasinghe, S. and Erfani, S.M. and Alpcan, T. and Leckie, C.",
TITLE = "Support vector machines resilient against training data integrity
attacks",
JOURNAL = PR,
VOLUME = "96",
YEAR = "2019",
PAGES = "106985",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148225"}
@article{bb152315,
AUTHOR = "Menezes, M.V.F. and Torres, L.C.B. and Braga, A.P.",
TITLE = "Width optimization of RBF kernels for binary classification of
support vector machines: A density estimation-based approach",
JOURNAL = PRL,
VOLUME = "128",
YEAR = "2019",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148226"}
@article{bb152316,
AUTHOR = "Alam, S. and Sonbhadra, S.K. and Agarwal, S. and Nagabhushan, P. and Tanveer, M.",
TITLE = "Sample reduction using farthest boundary point estimation (FBPE) for
support vector data description (SVDD)",
JOURNAL = PRL,
VOLUME = "131",
YEAR = "2020",
PAGES = "268-276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148227"}
@article{bb152317,
AUTHOR = "Okwuashi, O. and Ndehedehe, C.E.",
TITLE = "Deep support vector machine for hyperspectral image classification",
JOURNAL = PR,
VOLUME = "103",
YEAR = "2020",
PAGES = "107298",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148228"}
@article{bb152318,
AUTHOR = "Gu, B. and Geng, X. and Shi, W.L. and Shan, Y.Y. and Huang, Y.F. and Wang, Z.J. and Zheng, G.S.",
TITLE = "Solving large-scale support vector ordinal regression with
asynchronous parallel coordinate descent algorithms",
JOURNAL = PR,
VOLUME = "109",
YEAR = "2021",
PAGES = "107592",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148229"}
@article{bb152319,
AUTHOR = "Sohrab, F. and Raitoharju, J. and Iosifidis, A. and Gabbouj, M.",
TITLE = "Multimodal subspace support vector data description",
JOURNAL = PR,
VOLUME = "110",
YEAR = "2021",
PAGES = "107648",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148230"}
@inproceedings{bb152320,
AUTHOR = "Sohrab, F. and Raitoharju, J. and Gabbouj, M. and Iosifidis, A.",
TITLE = "Subspace Support Vector Data Description",
BOOKTITLE = ICPR18,
YEAR = "2018",
PAGES = "722-727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148231"}
@article{bb152321,
AUTHOR = "Sohrab, F. and Iosifidis, A. and Gabbouj, M. and Raitoharju, J.",
TITLE = "Graph-embedded subspace support vector data description",
JOURNAL = PR,
VOLUME = "133",
YEAR = "2023",
PAGES = "108999",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148232"}
@article{bb152322,
AUTHOR = "Chaudhuri, A. and Sadek, C. and Kakde, D. and Wang, H.Y. and Hu, W.H. and Jiang, H. and Kong, S.H. and Liao, Y.W. and Peredriy, S.",
TITLE = "The trace kernel bandwidth criterion for support vector data
description",
JOURNAL = PR,
VOLUME = "111",
YEAR = "2021",
PAGES = "107662",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148233"}
@article{bb152323,
AUTHOR = "Liu, X. and Guan, Y.L. and Xu, Q.",
TITLE = "Support Vector Machine-Based Blind Equalization for High-Order QAM
With Short Data Length",
JOURNAL = SPLetters,
VOLUME = "28",
YEAR = "2021",
PAGES = "259-263",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148234"}
@article{bb152324,
AUTHOR = "Lantzanakis, G. and Mitraka, Z. and Chrysoulakis, N.",
TITLE = "X-SVM: An Extension of C-SVM Algorithm for Classification of
High-Resolution Satellite Imagery",
JOURNAL = GeoRS,
VOLUME = "59",
YEAR = "2021",
NUMBER = "5",
MONTH = "May",
PAGES = "3805-3815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148235"}
@article{bb152325,
AUTHOR = "An, Y.X. and Xue, H.",
TITLE = "Indefinite twin support vector machine with DC functions programming",
JOURNAL = PR,
VOLUME = "121",
YEAR = "2022",
PAGES = "108195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148236"}
@article{bb152326,
AUTHOR = "Chen, C. and Batselier, K. and Yu, W.J. and Wong, N.",
TITLE = "Kernelized support tensor train machines",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108337",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148237"}
@article{bb152327,
AUTHOR = "Singh, D. and Singh, B.",
TITLE = "Feature wise normalization: An effective way of normalizing data",
JOURNAL = PR,
VOLUME = "122",
YEAR = "2022",
PAGES = "108307",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148238"}
@article{bb152328,
AUTHOR = "Wang, H.Q. and Li, L.K. and Che, L. and Kong, H.R. and Wang, Q. and Wang, Z.H. and Xu, J.B.",
TITLE = "Geospatial Least Squares Support Vector Regression Fused with Spatial
Weight Matrix",
JOURNAL = IJGI,
VOLUME = "10",
YEAR = "2021",
NUMBER = "11",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148239"}
@article{bb152329,
AUTHOR = "Shu, Y.Y. and Li, Q. and Xu, C. and Liu, S.W. and Xu, G.D.",
TITLE = "V-SVR+:
Support Vector Regression With Variational Privileged Information",
JOURNAL = MultMed,
VOLUME = "24",
YEAR = "2022",
PAGES = "876-889",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148240"}
@article{bb152330,
AUTHOR = "Maldonado, S. and Lopez, J. and Carrasco, M.",
TITLE = "The Cobb-Douglas Learning Machine",
JOURNAL = PR,
VOLUME = "128",
YEAR = "2022",
PAGES = "108701",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148241"}
@article{bb152331,
AUTHOR = "Liu, G.X. and Wang, L.G. and Liu, D.F. and Fei, L. and Yang, J.H.",
TITLE = "Hyperspectral Image Classification Based on Non-Parallel Support
Vector Machine",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "10",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148242"}
@article{bb152332,
AUTHOR = "Liu, G.X. and Wang, L.G. and Liu, D.F.",
TITLE = "Hyperspectral Image Classification Based on a Least Square Bias
Constraint Additional Empirical Risk Minimization Nonparallel Support
Vector Machine",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "17",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148243"}
@article{bb152333,
AUTHOR = "Akram Ali Hammouri, Z. and Fernandez Delgado, M. and Cernadas, E. and Barro, S.",
TITLE = "Fast Support Vector Classification for Large-Scale Problems",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "6184-6195",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148244"}
@article{bb152334,
AUTHOR = "Guo, Y.W. and Zhang, C.S.",
TITLE = "Recent Advances in Large Margin Learning",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "7167-7174",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148245"}
@article{bb152335,
AUTHOR = "Wang, H.J. and Shao, Y.H. and Zhou, S.L. and Zhang, C. and Xiu, N.",
TITLE = "Support Vector Machine Classifier via L_0/1 Soft-Margin Loss",
JOURNAL = PAMI,
VOLUME = "44",
YEAR = "2022",
NUMBER = "10",
MONTH = "October",
PAGES = "7253-7265",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148246"}
@article{bb152336,
AUTHOR = "Marchetti, F. and Perracchione, E.",
TITLE = "Local-to-Global Support Vector Machines (LGSVMs)",
JOURNAL = PR,
VOLUME = "132",
YEAR = "2022",
PAGES = "108920",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148247"}
@article{bb152337,
AUTHOR = "Ramezan, C.A.",
TITLE = "Transferability of Recursive Feature Elimination (RFE)-Derived
Feature Sets for Support Vector Machine Land Cover Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "24",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148248"}
@article{bb152338,
AUTHOR = "Zhang, R. and Jiao, Z.H. and Zhang, H.Y. and Li, X.L.",
TITLE = "Manifold Neural Network With Non-Gradient Optimization",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "3",
MONTH = "March",
PAGES = "3986-3993",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148249"}
@article{bb152339,
AUTHOR = "Wan, Y.L. and Fei, Y. and Jin, R. and Wu, T. and He, X.",
TITLE = "An Object-Oriented Deep Multi-Sphere Support Vector Data Description
Method for Impervious Surfaces Extraction Based on Multi-Sourced Data",
JOURNAL = IJGI,
VOLUME = "12",
YEAR = "2023",
NUMBER = "6",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148250"}
@article{bb152340,
AUTHOR = "Rezvani, S. and Wu, J.H.",
TITLE = "Handling Multi-Class Problem by Intuitionistic Fuzzy Twin Support
Vector Machines Based on Relative Density Information",
JOURNAL = PAMI,
VOLUME = "45",
YEAR = "2023",
NUMBER = "12",
MONTH = "December",
PAGES = "14653-14664",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148251"}
@article{bb152341,
AUTHOR = "Xian, J.J. and Rezvani, S. and Yang, D.",
TITLE = "A New Decision Tree Based on Intuitionistic Fuzzy Twin Support Vector
Machines",
JOURNAL = ITS,
VOLUME = "25",
YEAR = "2024",
NUMBER = "12",
MONTH = "December",
PAGES = "19810-19819",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148252"}
@article{bb152342,
AUTHOR = "Liang, R.M. and Wu, X.F. and Zhang, Z.M.",
TITLE = "Linearized alternating direction method of multipliers for
elastic-net support vector machines",
JOURNAL = PR,
VOLUME = "148",
YEAR = "2024",
PAGES = "110134",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148253"}
@article{bb152343,
AUTHOR = "Tran, N.K. and Kuhle, L.C. and Klau, G.W.",
TITLE = "A critical review of multi-output support vector regression",
JOURNAL = PRL,
VOLUME = "178",
YEAR = "2024",
PAGES = "69-75",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148254"}
@article{bb152344,
AUTHOR = "Sun, H.T. and Wang, L.G. and Liu, H.T. and Sun, Y.",
TITLE = "Hyperspectral Image Classification with the Orthogonal Self-Attention
ResNet and Two-Step Support Vector Machine",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "6",
PAGES = "1010",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148255"}
@article{bb152345,
AUTHOR = "Wang, H.J. and Zhang, H.W. and Li, W.Q.",
TITLE = "Sparse and robust support vector machine with capped squared loss for
large-scale pattern classification",
JOURNAL = PR,
VOLUME = "153",
YEAR = "2024",
PAGES = "110544",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148256"}
@article{bb152346,
AUTHOR = "Yang, Z.J. and Chen, W. and Zhang, H. and Xu, Y.T. and Shi, L. and Zhao, J.H.",
TITLE = "A safe screening rule with bi-level optimization of v support vector
machine",
JOURNAL = PR,
VOLUME = "155",
YEAR = "2024",
PAGES = "110644",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148257"}
@article{bb152347,
AUTHOR = "Lu, J.Q. and Xie, X.J. and Xiong, Y.J.",
TITLE = "Multi-view hypergraph regularized Lp norm least squares twin support
vector machines for semi-supervised learning",
JOURNAL = PR,
VOLUME = "156",
YEAR = "2024",
PAGES = "110753",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148258"}
@article{bb152348,
AUTHOR = "Liu, S. and Yan, B.R. and Guo, W. and Hua, Y. and Zhang, S.G. and Lu, J. and Xu, L. and Yang, D.",
TITLE = "Research on ELoran Demodulation Algorithm Based on Multiclass Support
Vector Machine",
JOURNAL = RS,
VOLUME = "16",
YEAR = "2024",
NUMBER = "17",
PAGES = "3349",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148259"}
@article{bb152349,
AUTHOR = "Menges, D. and Rasheed, A. and Martens, H. and Pedersen, T.",
TITLE = "Real-Time Predictive Condition Monitoring Using Multivariate Data",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "5703-5714",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148260"}
@article{bb152350,
AUTHOR = "He, C.X. and Xu, Y. and Wu, Z.B. and Zheng, S.D. and Wei, Z.H.",
TITLE = "Multi-Dimensional Visual Data Restoration: Uncovering the Global
Discrepancy in Transformed High-Order Tensor Singular Values",
JOURNAL = IP,
VOLUME = "33",
YEAR = "2024",
PAGES = "6409-6424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148261"}
@article{bb152351,
AUTHOR = "Wang, Y.Z. and Liu, G.J. and Yang, L.X. and Liu, J.M. and Wei, L.",
TITLE = "An Attention-Based Feature Processing Method for Cross-Domain
Hyperspectral Image Classification",
JOURNAL = SPLetters,
VOLUME = "32",
YEAR = "2025",
PAGES = "196-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148262"}
@article{bb152352,
AUTHOR = "Fonseca Neto, R. and Villela, S.M. and Braga, A.P.",
TITLE = "A projected gradient solution to the minimum connector problem with
extensions to support vector machines",
JOURNAL = PR,
VOLUME = "162",
YEAR = "2025",
PAGES = "111339",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148263"}
@article{bb152353,
AUTHOR = "Zhang, J. and Lai, Z.H. and Kong, H. and Yang, J.",
TITLE = "Learning the Optimal Discriminant SVM With Feature Extraction",
JOURNAL = PAMI,
VOLUME = "47",
YEAR = "2025",
NUMBER = "4",
MONTH = "April",
PAGES = "2897-2911",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148264"}
@article{bb152354,
AUTHOR = "Ganaie, M.A. and Ahire, V. and Girard, A.",
TITLE = "Granular Ball K-Class Twin Support Vector Classifier",
JOURNAL = PR,
VOLUME = "166",
YEAR = "2025",
PAGES = "111636",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148265"}
@article{bb152355,
AUTHOR = "Tanveer, M. and Sharma, R.K. and Quadir, A. and Sajid, M.",
TITLE = "Enhancing robustness and efficiency of least square twin SVM via
granular computing",
JOURNAL = PR,
VOLUME = "170",
YEAR = "2026",
PAGES = "112021",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148266"}
@article{bb152356,
AUTHOR = "Zhang, J.H. and Lai, Z.H.",
TITLE = "LighTwSVM: Efficient linear nonparallel classifier for millions of
data",
JOURNAL = PR,
VOLUME = "172",
YEAR = "2026",
PAGES = "112700",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148267"}
@inproceedings{bb152357,
AUTHOR = "Nalepa, J. and Dudzik, W. and Kawulok, M.",
TITLE = "Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels
for Support Vector Machines",
BOOKTITLE = ICPR21,
YEAR = "2021",
PAGES = "5503-5510",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148268"}
@inproceedings{bb152358,
AUTHOR = "Schleif, F.M. and Raab, C. and Tino, P.",
TITLE = "Sparsification of Indefinite Learning Models",
BOOKTITLE = SSSPR18,
YEAR = "2018",
PAGES = "173-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148269"}
@inproceedings{bb152359,
AUTHOR = "Mygdalis, V. and Tefas, A. and Pitas, I.",
TITLE = "Learning Multi-Graph Regularization for SVM Classification",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "1608-1612",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148270"}
@inproceedings{bb152360,
AUTHOR = "Lyu, X.R. and Zepeda, J. and Perez, P.",
TITLE = "Maximum Margin Linear Classifiers in Unions of Subspaces",
BOOKTITLE = BMVC16,
YEAR = "2016",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148271"}
@inproceedings{bb152361,
AUTHOR = "Blaschko, M.B.",
TITLE = "Slack and Margin Rescaling as Convex Extensions of Supermodular
Functions",
BOOKTITLE = EMMCVPR17,
YEAR = "2017",
PAGES = "439-454",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148272"}
@inproceedings{bb152362,
AUTHOR = "Tran, D.T. and Waris, M.A. and Gabbouj, M. and Iosifidis, A.",
TITLE = "Sample-based regularization for support vector machine classification",
BOOKTITLE = IPTA17,
YEAR = "2017",
PAGES = "1-6",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148273"}
@inproceedings{bb152363,
AUTHOR = "Huang, D. and Wang, C.D. and Lai, J.H. and Liang, Y. and Bian, S. and Chen, Y.",
TITLE = "Ensemble-driven support vector clustering: From ensemble learning to
automatic parameter estimation",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "444-449",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148274"}
@inproceedings{bb152364,
AUTHOR = "Riera, C.R. and Pujol, O.",
TITLE = "An Approximate Support Vector Machines Solver with Budget Control",
BOOKTITLE = CIARP16,
YEAR = "2016",
PAGES = "377-384",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148275"}
@inproceedings{bb152365,
AUTHOR = "Trichet, R. and O'Connor, N.E.",
TITLE = "A flexible ensemble-SVM for computer vision tasks",
BOOKTITLE = AVSS16,
YEAR = "2016",
PAGES = "51-58",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148276"}
@inproceedings{bb152366,
AUTHOR = "Elhoseiny, M. and Elgammal, A.M.",
TITLE = "Overlapping Domain Cover for Scalable and Accurate Regression Kernel
Machines",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148277"}
@inproceedings{bb152367,
AUTHOR = "Debnath, S. and Banerjee, A. and Namboodiri, V.",
TITLE = "Adapting RANSAC SVM to Detect Outliers for Robust Classification",
BOOKTITLE = BMVC15,
YEAR = "2015",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148278"}
@inproceedings{bb152368,
AUTHOR = "Peters, E. and Savakis, A.",
TITLE = "SVM with OpenCL: High performance implementation of support vector
machines on heterogeneous systems",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "4322-4326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148279"}
@inproceedings{bb152369,
AUTHOR = "Shi, X.S. and Guo, Z.H. and Yang, Y.J. and Yang, L.",
TITLE = "Within-class penalty based multi-class support vector machine",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2746-2750",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148280"}
@inproceedings{bb152370,
AUTHOR = "Lu, S.X. and Tian, R. and Zhang, Y.F.",
TITLE = "A weighted least squares support vector machine based on covariance
matrix",
BOOKTITLE = ICWAPR15,
YEAR = "2015",
PAGES = "192-197",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148281"}
@inproceedings{bb152371,
AUTHOR = "Reininghaus, J. and Huber, S. and Bauer, U. and Kwitt, R.",
TITLE = "A stable multi-scale kernel for topological machine learning",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "4741-4748",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148282"}
@inproceedings{bb152372,
AUTHOR = "Kobayashi, T.",
TITLE = "Three viewpoints toward exemplar SVM",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "2765-2773",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148283"}
@inproceedings{bb152373,
AUTHOR = "Rezende, R.S. and Zepeda, J. and Ponce, J. and Bach, F. and Perez, P.",
TITLE = "Kernel Square-Loss Exemplar Machines for Image Retrieval",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "7263-7271",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148284"}
@inproceedings{bb152374,
AUTHOR = "Zepeda, J. and Perez, P.",
TITLE = "Exemplar SVMs as visual feature encoders",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "3052-3060",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148285"}
@inproceedings{bb152375,
AUTHOR = "Modolo, D. and Vezhnevets, A. and Russakovsky, O. and Ferrari, V.",
TITLE = "Joint calibration of Ensemble of Exemplar SVMs",
BOOKTITLE = CVPR15,
YEAR = "2015",
PAGES = "3955-3963",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148286"}
@inproceedings{bb152376,
AUTHOR = "Shen, B. and Liu, B.D. and Allebach, J.P.",
TITLE = "TISVM: Large margin classifier for misaligned image classification",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "4251-4255",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148287"}
@inproceedings{bb152377,
AUTHOR = "Zhang, G.P. and Piccardi, M.",
TITLE = "Sequential Labeling with Structural SVM Under an Average Precision Loss",
BOOKTITLE = SSSPR16,
YEAR = "2016",
PAGES = "344-354",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148288"}
@inproceedings{bb152378,
AUTHOR = "Zhang, G.P. and Piccardi, M.",
TITLE = "Sequential labeling with structural SVM under the F1 loss",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "5272-5276",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148289"}
@inproceedings{bb152379,
AUTHOR = "Liu, S.C. and Guo, J. and Zhong, S.Z. and Li, Y.F.",
TITLE = "A Novel Robust Modified Support Vector Machines",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "3834-3838",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148290"}
@inproceedings{bb152380,
AUTHOR = "Raval, N. and Tonge, R. and Jawahar, C.V.",
TITLE = "Efficient Evaluation of SVM Classifiers Using Error Space Encoding",
BOOKTITLE = ICPR14,
YEAR = "2014",
PAGES = "4411-4416",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148291"}
@inproceedings{bb152381,
AUTHOR = "Lv, X.T. and Han, T. and Liu, Z.C. and He, Z.H.",
TITLE = "Randomized Support Vector Forest",
BOOKTITLE = BMVC14,
YEAR = "2014",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148292"}
@inproceedings{bb152382,
AUTHOR = "Nour Eddine, L. and Abdelkader, A.",
TITLE = "Reduced Data Based Improved MEB/L2-SVM Equivalence",
BOOKTITLE = MCPR14,
YEAR = "2014",
PAGES = "1-10",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148293"}
@inproceedings{bb152383,
AUTHOR = "Long, C.J. and Hua, G.",
TITLE = "Correlational Gaussian Processes for Cross-Domain Visual Recognition",
BOOKTITLE = CVPR17,
YEAR = "2017",
PAGES = "4932-4940",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148294"}
@inproceedings{bb152384,
AUTHOR = "Long, C.J. and Hua, G.",
TITLE = "Multi-class Multi-annotator Active Learning with Robust Gaussian
Process for Visual Recognition",
BOOKTITLE = ICCV15,
YEAR = "2015",
PAGES = "2839-2847",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148295"}
@article{bb152385,
AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
TITLE = "Collaborative Active Visual Recognition from Crowds:
A Distributed Ensemble Approach",
JOURNAL = PAMI,
VOLUME = "40",
YEAR = "2018",
NUMBER = "3",
MONTH = "March",
PAGES = "582-594",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148296"}
@inproceedings{bb152386,
AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
TITLE = "Collaborative Active Learning of a Kernel Machine Ensemble for
Recognition",
BOOKTITLE = ICCV13,
YEAR = "2013",
PAGES = "1209-1216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148297"}
@inproceedings{bb152387,
AUTHOR = "Sharma, G. and Jurie, F.",
TITLE = "A Novel Approach for Efficient SVM Classification with Histogram
Intersection Kernel",
BOOKTITLE = BMVC13,
YEAR = "2013",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148298"}
@article{bb152388,
AUTHOR = "Shao, Y.H. and Deng, N.Y. and Chen, W.J. and Wang, Z.",
TITLE = "Improved Generalized Eigenvalue Proximal Support Vector Machine",
JOURNAL = SPLetters,
VOLUME = "20",
YEAR = "2013",
NUMBER = "3",
MONTH = "March",
PAGES = "213-216",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148299"}
@inproceedings{bb152389,
AUTHOR = "Ren, Y.M. and Zhang, Y.N. and Meng, Q.J. and Zhang, L.",
TITLE = "Hyperspectral image classification based on Multiple Improved particle
swarm cooperative optimization and SVM",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2274-2277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148300"}
@inproceedings{bb152390,
AUTHOR = "Seredin, O. and Mottl, V. and Tatarchuk, A. and Razin, N. and Windridge, D.",
TITLE = "Convex support and Relevance Vector Machines for selective multimodal
pattern recognition",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "1647-1650",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148301"}
@inproceedings{bb152391,
AUTHOR = "Xue, H. and Chen, S.C. and Huang, J.J.",
TITLE = "Discriminative indefinite kernel classifier from pairwise constraints
and unlabeled data",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "497-500",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148302"}
@inproceedings{bb152392,
AUTHOR = "Ji, Y. and Sun, S.L. and Lu, Y.",
TITLE = "Multitask multiclass privileged information support vector machines",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2323-2326",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148303"}
@inproceedings{bb152393,
AUTHOR = "Litayem, S. and Joly, A. and Boujemaa, N.",
TITLE = "Hash-Based Support Vector Machines Approximation for Large Scale
Prediction",
BOOKTITLE = BMVC12,
YEAR = "2012",
PAGES = "86",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148304"}
@inproceedings{bb152394,
AUTHOR = "Darkner, S. and Clemmensen, L.H.",
TITLE = "Data Driven Constraints for the SVM",
BOOKTITLE = MLMI12,
YEAR = "2012",
PAGES = "70-77",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148305"}
@inproceedings{bb152395,
AUTHOR = "Bazavan, E.G. and Li, F.X. and Sminchisescu, C.",
TITLE = "Fourier Kernel Learning",
BOOKTITLE = ECCV12,
YEAR = "2012",
PAGES = "II: 459-473",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148306"}
@inproceedings{bb152396,
AUTHOR = "Gonzalez, F.A. and Bermeo, D. and Ramos, L. and Nasraoui, O.",
TITLE = "On the Robustness of Kernel-based Clustering",
BOOKTITLE = CIARP12,
YEAR = "2012",
PAGES = "122-129",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148307"}
@inproceedings{bb152397,
AUTHOR = "Cohen, D.A. and Fernandez, E.A.",
TITLE = "SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class
Binarization",
BOOKTITLE = CIARP12,
YEAR = "2012",
PAGES = "472-478",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148308"}
@inproceedings{bb152398,
AUTHOR = "Porro Munoz, D. and Duin, R.P.W. and Talavera, I.",
TITLE = "Missing Values in Dissimilarity-Based Classification of Multi-way Data",
BOOKTITLE = CIARP13,
YEAR = "2013",
PAGES = "I:214-221",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148309"}
@inproceedings{bb152399,
AUTHOR = "Hernandez, N. and Biscay, R.J. and Talavera, I.",
TITLE = "A Non Bayesian Predictive Approach for Functional Calibration",
BOOKTITLE = CIARP12,
YEAR = "2012",
PAGES = "781-788",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT148310"}
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