@article{bb128500, 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#TT124622"} @article{bb128501, 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#TT124623"} @inproceedings{bb128502, 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#TT124624"} @article{bb128503, 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#TT124625"} @article{bb128504, 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#TT124626"} @article{bb128505, 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#TT124627"} @article{bb128506, 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#TT124628"} @article{bb128507, 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#TT124629"} @article{bb128508, 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#TT124630"} @article{bb128509, 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#TT124631"} @article{bb128510, 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#TT124632"} @article{bb128511, 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#TT124633"} @article{bb128512, 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#TT124634"} @article{bb128513, 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#TT124635"} @article{bb128514, 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#TT124636"} @article{bb128515, 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#TT124637"} @article{bb128516, AUTHOR = "Guo, Y. 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#TT124638"} @article{bb128517, 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#TT124639"} @article{bb128518, 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#TT124640"} @article{bb128519, 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#TT124641"} @article{bb128520, 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#TT124642"} @inproceedings{bb128521, 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#TT124643"} @inproceedings{bb128522, 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#TT124644"} @inproceedings{bb128523, 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#TT124645"} @inproceedings{bb128524, 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#TT124646"} @inproceedings{bb128525, 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#TT124647"} @inproceedings{bb128526, 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#TT124648"} @inproceedings{bb128527, 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#TT124649"} @inproceedings{bb128528, 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#TT124650"} @inproceedings{bb128529, 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#TT124651"} @inproceedings{bb128530, 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#TT124652"} @inproceedings{bb128531, 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#TT124653"} @inproceedings{bb128532, 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#TT124654"} @inproceedings{bb128533, 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#TT124655"} @inproceedings{bb128534, 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#TT124656"} @inproceedings{bb128535, 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#TT124657"} @inproceedings{bb128536, AUTHOR = "Kobayashi, T.", TITLE = "Three viewpoints toward exemplar SVM", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "2765-2773", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124658"} @inproceedings{bb128537, 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#TT124659"} @inproceedings{bb128538, 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#TT124660"} @inproceedings{bb128539, 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#TT124661"} @inproceedings{bb128540, 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#TT124662"} @inproceedings{bb128541, 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#TT124663"} @inproceedings{bb128542, 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#TT124664"} @inproceedings{bb128543, 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#TT124665"} @inproceedings{bb128544, 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#TT124666"} @inproceedings{bb128545, 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#TT124667"} @inproceedings{bb128546, 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#TT124668"} @inproceedings{bb128547, 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#TT124669"} @inproceedings{bb128548, 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#TT124670"} @article{bb128549, 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#TT124671"} @inproceedings{bb128550, 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#TT124672"} @inproceedings{bb128551, 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#TT124673"} @article{bb128552, 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#TT124674"} @inproceedings{bb128553, 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#TT124675"} @inproceedings{bb128554, 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#TT124676"} @inproceedings{bb128555, 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#TT124677"} @inproceedings{bb128556, 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#TT124678"} @inproceedings{bb128557, 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#TT124679"} @inproceedings{bb128558, 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#TT124680"} @inproceedings{bb128559, 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#TT124681"} @inproceedings{bb128560, 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#TT124682"} @inproceedings{bb128561, 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#TT124683"} @inproceedings{bb128562, 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#TT124684"} @inproceedings{bb128563, 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#TT124685"} @inproceedings{bb128564, AUTHOR = "Hernandez, N. and Biscay, R.J. and Talavera, I.", TITLE = "Support Vector Regression Methods for Functional Data", BOOKTITLE = CIARP07, YEAR = "2007", PAGES = "564-573", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124686"} @inproceedings{bb128565, AUTHOR = "Hernandez, N. and Biscay, R.J. and Villa Vialaneix, N. and Talavera, I.", TITLE = "A Functional Density-Based Nonparametric Approach for Statistical Calibration", BOOKTITLE = CIARP10, YEAR = "2010", PAGES = "450-457", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124687"} @inproceedings{bb128566, AUTHOR = "Veon, K.L. and Mahoor, M.H.", TITLE = "Localized support vector machines using Parzen window for incomplete sets of categories", BOOKTITLE = WACV11, YEAR = "2011", PAGES = "448-454", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124688"} @inproceedings{bb128567, AUTHOR = "Wu, J. and Lin, Z.K. and Lu, M.Y.", TITLE = "Asymmetric semi-supervised boosting for SVM active learning in CBIR", BOOKTITLE = CIVR10, YEAR = "2010", PAGES = "182-188", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124689"} @inproceedings{bb128568, AUTHOR = "Gripton, A. and Lu, W.P.", TITLE = "Kernel Domain Description with Incomplete Data: Using Instance-Specific Margins to Avoid Imputation", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2921-2924", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124690"} @inproceedings{bb128569, AUTHOR = "Gao, J. and Hu, W.M. and Li, W. and Zhang, Z.F.M. and Wu, O.", TITLE = "Local Outlier Detection Based on Kernel Regression", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "585-588", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124691"} @inproceedings{bb128570, AUTHOR = "He, H. and Ghodsi, A.", TITLE = "Rare Class Classification by Support Vector Machine", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "548-551", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124692"} @inproceedings{bb128571, AUTHOR = "Li, J. and Sun, S.L.", TITLE = "Nonlinear Combination of Multiple Kernels for Support Vector Machines", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "2889-2892", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124693"} @inproceedings{bb128572, AUTHOR = "Wu, J. and Lu, M.Y. and Wang, C.L.", TITLE = "Enhancing SVM Active Learning for Image Retrieval Using Semi-supervised Bias-Ensemble", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "3175-3178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124694"} @inproceedings{bb128573, AUTHOR = "Khan, N.M. and Ksantini, R. and Ahmad, I.S. and Boufama, B.", TITLE = "A New SVM + NDA Model for Improved Classification and Recognition", BOOKTITLE = ICIAR10, YEAR = "2010", PAGES = "I: 127-136", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124695"} @inproceedings{bb128574, AUTHOR = "Chen, S. and Zhang, C.S.", TITLE = "Image classification via SVM using in-between universum samples", BOOKTITLE = ICIP09, YEAR = "2009", PAGES = "1421-1424", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124696"} @inproceedings{bb128575, AUTHOR = "Banki, M.H. and Shirazi, A.A.B.", TITLE = "Using Wavelet Support Vector Machine for Classification of Hyperspectral Images", BOOKTITLE = ICMV09, YEAR = "2009", PAGES = "154-157", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124697"} @inproceedings{bb128576, AUTHOR = "Kim, J. and Shen, C.H. and Wang, L.", TITLE = "Learning Cascaded Reduced-Set SVMs Using Linear Programming", BOOKTITLE = DICTA08, YEAR = "2008", PAGES = "619-626", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124698"} @inproceedings{bb128577, AUTHOR = "Sun, Z.C. and Liu, Z.G. and Liu, S.H. and Zhang, Y. and Yang, B.", TITLE = "Active Learning with Support Vector Machines in Remotely Sensed Image Classification", BOOKTITLE = CISP09, YEAR = "2009", PAGES = "1-6", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124699"} @inproceedings{bb128578, AUTHOR = "Hai Yuan, L. and Sun, J.C.", TITLE = "A Modulation Type Recognition Method Using Wavelet Support Vector Machines", BOOKTITLE = CISP09, YEAR = "2009", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124700"} @inproceedings{bb128579, AUTHOR = "Nowozin, S. and Gehler, P.V. and Lampert, C.H.", TITLE = "On Parameter Learning in CRF-Based Approaches to Object Class Image Segmentation", BOOKTITLE = ECCV10, YEAR = "2010", PAGES = "VI: 98-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124701"} @inproceedings{bb128580, AUTHOR = "Gehler, P.V. and Nowozin, S.", TITLE = "On Feature Combination for Multiclass Object Classification", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "221-228", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124702"} @inproceedings{bb128581, AUTHOR = "Gehler, P.V. and Nowozin, S.", TITLE = "Let the kernel figure it out; Principled learning of pre-processing for kernel classifiers", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "2836-2843", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124703"} @inproceedings{bb128582, AUTHOR = "Basak, J.", TITLE = "A least square kernel machine with box constraints", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124704"} @inproceedings{bb128583, AUTHOR = "Alpcan, T. and Bauckhage, C.", TITLE = "A discrete-time parallel update algorithm for distributed learning", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124705"} @inproceedings{bb128584, AUTHOR = "Ilayaraja, P. and Neeba, N.V. and Jawahar, C.V.", TITLE = "Efficient implementation of SVM for large class problems", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124706"} @inproceedings{bb128585, AUTHOR = "Nishida, K. and Fujiki, J. and Kurita, T.", TITLE = "Multiple Random Subset-Kernel Learning", BOOKTITLE = CAIP11, YEAR = "2011", PAGES = "I: 343-350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124707"} @inproceedings{bb128586, AUTHOR = "Nishida, K. and Kurita, T.", TITLE = "RANSAC-SVM for large-scale datasets", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124708"} @inproceedings{bb128587, AUTHOR = "Tatarchuk, A. and Mottl, V. and Eliseyev, A. and Windridge, D.", TITLE = "Selectivity supervision in combining pattern-recognition modalities by feature- and kernel-selective support vector machines", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124709"} @inproceedings{bb128588, AUTHOR = "Mao, W.T. and Dong, L.L. and Zhang, G.", TITLE = "Weighted solution path algorithm of support vector regression for abnormal data", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124710"} @inproceedings{bb128589, AUTHOR = "Yu, X.D. and DeMenthon, D.F. and Doermann, D.", TITLE = "Support Vector Data Description for image categorization from Internet images", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124711"} @inproceedings{bb128590, AUTHOR = "Lienemann, K. and Plotz, T. and Fink, G.A.", TITLE = "SVM ensemble classification of NMR spectra based on different configurations of data processing techniques", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124712"} @inproceedings{bb128591, AUTHOR = "Habib, T. and Inglada, J. and Mercier, G. and Chanussot, J.", TITLE = "Speeding up Support Vector Machine (SVM) image classification by a kernel series expansion", BOOKTITLE = ICIP08, YEAR = "2008", PAGES = "865-868", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124713"} @inproceedings{bb128592, AUTHOR = "Sadeghi, M.T. and Samiei, M. and Kittler, J.V.", TITLE = "Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines", BOOKTITLE = SSPR08, YEAR = "2008", PAGES = "479-488", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124714"} @inproceedings{bb128593, AUTHOR = "Schnitzspan, P. and Fritz, M. and Roth, S. and Schiele, B.", TITLE = "Discriminative structure learning of hierarchical representations for object detection", BOOKTITLE = CVPR09, YEAR = "2009", PAGES = "2238-2245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124715"} @inproceedings{bb128594, AUTHOR = "Demirkesen, C. and Cherifi, H.", TITLE = "A Comparison of Multiclass SVM Methods for Real World Natural Scenes", BOOKTITLE = ACIVS08, YEAR = "2008", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124716"} @inproceedings{bb128595, AUTHOR = "Hazan, T. and Man, A. and Shashua, A.", TITLE = "A Parallel Decomposition Solver for SVM: Distributed dual ascend using Fenchel Duality", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124717"} @inproceedings{bb128596, AUTHOR = "Maji, S.", TITLE = "Linearized Smooth Additive Classifiers", BOOKTITLE = WebScale12, YEAR = "2012", PAGES = "I: 239-248", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124718"} @inproceedings{bb128597, AUTHOR = "Maji, S. and Berg, A.C.", TITLE = "Max-margin additive classifiers for detection", BOOKTITLE = ICCV09, YEAR = "2009", PAGES = "40-47", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124719"} @inproceedings{bb128598, AUTHOR = "Maji, S. and Berg, A.C. and Malik, J.", TITLE = "Classification using intersection kernel support vector machines is efficient", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124720"} @inproceedings{bb128599, AUTHOR = "Bristow, H. and Lucey, S.", TITLE = "V1-Inspired Features Induce a Weighted Margin in SVMs", BOOKTITLE = ECCV12, YEAR = "2012", PAGES = "II: 59-72", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124721"}