@inproceedings{bb136400, AUTHOR = "Mu, Y.D. and Hua, G. and Fan, W. and Chang, S.F.", TITLE = "Hash-SVM: Scalable Kernel Machines for Large-Scale Visual Classification", BOOKTITLE = CVPR14, YEAR = "2014", PAGES = "979-986", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132433"} @inproceedings{bb136401, AUTHOR = "Prakash, J.S. and Vignesh, K.A. and Ashok, C. and Adithyan, R.", TITLE = "Multi class Support Vector Machines classifier for machine vision application", BOOKTITLE = IMVIP12, YEAR = "2012", PAGES = "197-199", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132434"} @inproceedings{bb136402, AUTHOR = "Wang, X.M. and Chen, X.", TITLE = "Classification of ASTER image using SVM and local spatial statistics Gi", BOOKTITLE = CVRS12, YEAR = "2012", PAGES = "366-370", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132435"} @inproceedings{bb136403, AUTHOR = "Hu, S.W. and Kwon, H.S. and Rao, R.", TITLE = "Robust classification using support vector machine in low-dimensional manifold space for automatic target recognition", BOOKTITLE = AIPR11, YEAR = "2011", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132436"} @inproceedings{bb136404, AUTHOR = "Han, R.M. and Cheng, X.Q. and Zhang, J.Q.", TITLE = "Study on Key Technology of HJ-1 Satellite HSI Image Processing", BOOKTITLE = ISIDF11, YEAR = "2011", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132437"} @inproceedings{bb136405, AUTHOR = "Wang, X. and Luo, Y.P. and Jiang, T. and Gong, H. and Luo, S. and Zhang, X.W.", TITLE = "A New Classification Method for LIDAR Data Based on Unbalanced Support Vector Machine", BOOKTITLE = ISIDF11, YEAR = "2011", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132438"} @inproceedings{bb136406, AUTHOR = "Le, T. and Tran, D. and Ma, W.L. and Sharma, D.", TITLE = "A new support vector machine method for medical image classification", BOOKTITLE = EUVIP10, YEAR = "2010", PAGES = "165-170", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132439"} @inproceedings{bb136407, AUTHOR = "Lin, Y.Q. and Lv, F.J. and Zhu, S.H. and Yang, M. and Cour, T. and Yu, K. and Cao, L.L. and Huang, T.", TITLE = "Large-scale image classification: Fast feature extraction and SVM training", BOOKTITLE = CVPR11, YEAR = "2011", PAGES = "1689-1696", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132440"} @inproceedings{bb136408, AUTHOR = "Ramzi, P.", TITLE = "Classification of LiDAR data based on multi-class SVM", BOOKTITLE = CGC10, YEAR = "2010", PAGES = "185", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132441"} @inproceedings{bb136409, AUTHOR = "Bagarinao, E. and Kurita, T. and Higashikubo, M. and Inayoshi, H.", TITLE = "Adapting SVM Image Classifiers to Changes in Imaging Conditions Using Incremental SVM: An Application to Car Detection", BOOKTITLE = ACCV09, YEAR = "2009", PAGES = "III: 363-372", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132442"} @inproceedings{bb136410, AUTHOR = "Gao, Y. and Choudhary, A.", TITLE = "Active Learning Image Spam Hunter", BOOKTITLE = ISVC09, YEAR = "2009", PAGES = "II: 293-302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132443"} @inproceedings{bb136411, AUTHOR = "Wang, Y.J. and Yuan, J.Z. and Fan, L.L. and Liu, Z.G.", TITLE = "Application Research of Support Vector Machine in Multi-Spectra Remote Sensing Image Classification", BOOKTITLE = CISP09, YEAR = "2009", PAGES = "1-5", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132444"} @inproceedings{bb136412, AUTHOR = "Deng, Z.J. and Li, B.C. and Zhuang, J.", TITLE = "Image Object Recognition by SVMs and Evidence Theory", BOOKTITLE = CIVR05, YEAR = "2005", PAGES = "560-567", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132445"} @inproceedings{bb136413, AUTHOR = "Li, Y.P. and Huttenlocher, D.P.", TITLE = "Learning for Optical Flow Using Stochastic Optimization", BOOKTITLE = ECCV08, YEAR = "2008", PAGES = "II: 379-391", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132446"} @inproceedings{bb136414, AUTHOR = "Li, Y.P. and Huttenlocher, D.P.", TITLE = "Learning for stereo vision using the structured support vector machine", BOOKTITLE = CVPR08, YEAR = "2008", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132447"} @inproceedings{bb136415, AUTHOR = "Farrus, M. and Ejarque, P. and Temko, A. and Hernando, J.", TITLE = "Histogram Equalization in SVM Multimodal Person Verification", BOOKTITLE = ICB07, YEAR = "2007", PAGES = "819-827", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132448"} @inproceedings{bb136416, AUTHOR = "Zhang, G.X. and Jin, W.D. and Hu, L.Z.", TITLE = "Radar emitter signal recognition based on support vector machines", BOOKTITLE = ICARCV04, YEAR = "2004", PAGES = "II: 826-831", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132449"} @inproceedings{bb136417, AUTHOR = "Osuna, E. and Freund, R. and Girosi, F.", TITLE = "Training Support Vector Machines: An Application to Face Detection", BOOKTITLE = CVPR97, YEAR = "1997", PAGES = "130-136", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT132450"} @article{bb136418, AUTHOR = "Barzilay, O. and Brailovsky, V.L.", TITLE = "On domain knowledge and feature selection using a support vector machine", JOURNAL = PRL, VOLUME = "20", YEAR = "1999", NUMBER = "5", MONTH = "May", PAGES = "475-484", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132451"} @article{bb136419, AUTHOR = "Wolf, L.B. and Shashua, A.", TITLE = "Learning over sets using kernel principal angles", JOURNAL = MachLearnRes, VOLUME = "4", YEAR = "2003", PAGES = "913-931", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132452"} @inproceedings{bb136420, AUTHOR = "Wolf, L.B. and Shashua, A.", TITLE = "Feature selection for unsupervised and supervised inference: The emergence of sparsity in a weighted-based approach", BOOKTITLE = ICCV03, YEAR = "2003", PAGES = "378-384", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132453"} @inproceedings{bb136421, AUTHOR = "Wolf, L.B. and Shashua, A.", TITLE = "Kernel principal angles for classification machines with applications to image sequence interpretation", BOOKTITLE = CVPR03, YEAR = "2003", PAGES = "I: 635-640", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132454"} @inproceedings{bb136422, AUTHOR = "Wolf, L. and Shashua, A. and Mukherjee, S.", TITLE = "Gene Selection via a Spectral Approach", BOOKTITLE = "BioInfo05", YEAR = "2005", PAGES = "III: 140-140", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132455"} @inproceedings{bb136423, AUTHOR = "Shashua, A. and Wolf, L.B.", TITLE = "Kernel Feature Selection with Side Data Using a Spectral Approach", BOOKTITLE = ECCV04, YEAR = "2004", PAGES = "Vol III: 39-53", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132456"} @article{bb136424, AUTHOR = "Shima, K. and Todoriki, M. and Suzuki, A.", TITLE = "SVM-based feature selection of latent semantic features", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "9", MONTH = "July", PAGES = "1051-1057", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132457"} @article{bb136425, AUTHOR = "Kumar, R. and Kulkarni, A. and Jayaraman, V.K. and Kulkarni, B.D.", TITLE = "Symbolization assisted SVM classifier for noisy data", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "4", MONTH = "March", PAGES = "495-504", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132458"} @article{bb136426, AUTHOR = "Kumar, R. and Jayaraman, V.K. and Kulkarni, B.D.", TITLE = "An SVM classifier incorporating simultaneous noise reduction and feature selection: Illustrative case examples", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "1", MONTH = "January", PAGES = "41-49", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132459"} @article{bb136427, AUTHOR = "Haasdonk, B.", TITLE = "Feature Space Interpretation of SVMs with Indefinite Kernels", JOURNAL = PAMI, VOLUME = "27", YEAR = "2005", NUMBER = "4", MONTH = "April", PAGES = "482-492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132460"} @inproceedings{bb136428, AUTHOR = "Haasdonk, B. and Keysers, D.", TITLE = "Tangent distance kernels for support vector machines", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 864-868", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132461"} @inproceedings{bb136429, AUTHOR = "Haasdonk, B. and Bahlmann, C.", TITLE = "Learning with Distance Substitution Kernels", BOOKTITLE = DAGM04, YEAR = "2004", PAGES = "220-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132462"} @article{bb136430, AUTHOR = "Wang, J.S. and Chiang, J.C.", TITLE = "A cluster validity measure with a hybrid parameter search method for the support vector clustering algorithm", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "2", MONTH = "February", PAGES = "506-520", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132463"} @article{bb136431, AUTHOR = "Wang, J.S. and Chiang, J.C.", TITLE = "A Cluster Validity Measure With Outlier Detection for Support Vector Clustering", JOURNAL = SMC-B, VOLUME = "38", YEAR = "2007", NUMBER = "1", MONTH = "February", PAGES = "78-89", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132464"} @article{bb136432, AUTHOR = "Wang, L.", TITLE = "Feature Selection with Kernel Class Separability", JOURNAL = PAMI, VOLUME = "30", YEAR = "2008", NUMBER = "9", MONTH = "September", PAGES = "1534-1546", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132465"} @inproceedings{bb136433, AUTHOR = "Wang, L.", TITLE = "Feature Subset Selection for Multi-class SVM Based Image Classification", BOOKTITLE = ACCV07, YEAR = "2007", PAGES = "II: 145-154", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132466"} @inproceedings{bb136434, AUTHOR = "Wang, L. and Chan, K.L. and Tan, Y.P.", TITLE = "Image retrieval with SVM active learning embedding Euclidean search", BOOKTITLE = ICIP03, YEAR = "2003", PAGES = "I: 725-728", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132467"} @inproceedings{bb136435, AUTHOR = "Wang, L. and Xue, P. and Chan, K.L.", TITLE = "Incorporating prior knowledge into SVM for image retrieval", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "II: 981-984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132468"} @inproceedings{bb136436, AUTHOR = "Li, X.C. and Wang, L. and Sang, E.", TITLE = "Multi-label SVM active learning for image classification", BOOKTITLE = ICIP04, YEAR = "2004", PAGES = "IV: 2207-2210", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132469"} @inproceedings{bb136437, AUTHOR = "Wang, L. and Chan, K.L. and Zhang, Z.H.", TITLE = "Bootstrapping SVM active learning by incorporating unlabelled images for image retrieval", BOOKTITLE = CVPR03, YEAR = "2003", PAGES = "I: 629-634", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132470"} @article{bb136438, AUTHOR = "Bruzzone, L. and Persello, C.", TITLE = "A Novel Context-Sensitive Semisupervised SVM Classifier Robust to Mislabeled Training Samples", JOURNAL = GeoRS, VOLUME = "47", YEAR = "2009", NUMBER = "7", MONTH = "July", PAGES = "2142-2154", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132471"} @article{bb136439, AUTHOR = "Bruzzone, L. and Persello, C.", TITLE = "A Novel Approach to the Selection of Spatially Invariant Features for the Classification of Hyperspectral Images With Improved Generalization Capability", JOURNAL = GeoRS, VOLUME = "47", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "3180-3191", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132472"} @article{bb136440, AUTHOR = "Sun, Y. and Gonzalez Castellano, C. and Robinson, M. and Adams, R. and Rust, A.G. and Davey, N.", TITLE = "Using pre and post-processing methods to improve binding site predictions", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "9", MONTH = "September", PAGES = "1949-1958", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132473"} @article{bb136441, AUTHOR = "Ghannad Rezaie, M. and Soltanian Zadeh, H. and Ying, H. and Dong, M.", TITLE = "Selection-fusion approach for classification of datasets with missing values", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "6", MONTH = "June", PAGES = "2340-2350", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132474"} @article{bb136442, AUTHOR = "Waske, B. and van der Linden, S. and Benediktsson, J.A. and Rabe, A. and Hostert, P.", TITLE = "Sensitivity of Support Vector Machines to Random Feature Selection in Classification of Hyperspectral Data", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "7", MONTH = "July", PAGES = "2880-2889", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132475"} @article{bb136443, AUTHOR = "Nguyen, M.H. and de la Torre, F.", TITLE = "Optimal feature selection for support vector machines", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "3", MONTH = "March", PAGES = "584-591", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132476"} @article{bb136444, AUTHOR = "Pal, M. and Foody, G.M.", TITLE = "Feature Selection for Classification of Hyperspectral Data by SVM", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "5", MONTH = "May", PAGES = "2297-2307", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132477"} @article{bb136445, AUTHOR = "Yang, X. and Xiong, H.L. and Yang, X.", TITLE = "Optimal Gaussian Kernel Parameter Selection for SVM Classifier", JOURNAL = IEICE, VOLUME = "E93-D", YEAR = "2010", NUMBER = "12", MONTH = "December", PAGES = "3352-3358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132478"} @article{bb136446, AUTHOR = "Moustakidis, S.P. and Theocharis, J.B.", TITLE = "SVM-FuzCoC: A novel SVM-based feature selection method using a fuzzy complementary criterion", JOURNAL = PR, VOLUME = "43", YEAR = "2010", NUMBER = "11", MONTH = "November", PAGES = "3712-3729", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132479"} @article{bb136447, AUTHOR = "Varewyck, M. and Martens, J.P.", TITLE = "A Practical Approach to Model Selection for Support Vector Machines With a Gaussian Kernel", JOURNAL = SMC-B, VOLUME = "41", YEAR = "2011", NUMBER = "2", MONTH = "April", PAGES = "330-340", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132480"} @article{bb136448, AUTHOR = "Wang, R. and Kwong, S. and Chen, D.", TITLE = "Inconsistency-based active learning for support vector machines", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "10", MONTH = "October", PAGES = "3751-3767", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132481"} @article{bb136449, AUTHOR = "Wang, R. and Kwong, S.", TITLE = "Active learning with multi-criteria decision making systems", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "9", PAGES = "3106-3119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132482"} @article{bb136450, AUTHOR = "Tao, J.W. and Chung, F.L. and Wang, S.T.", TITLE = "On minimum distribution discrepancy support vector machine for domain adaptation", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "11", MONTH = "November", PAGES = "3962-3984", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132483"} @article{bb136451, AUTHOR = "Liu, D.H. and Qian, H. and Dai, G. and Zhang, Z.H.", TITLE = "An iterative SVM approach to feature selection and classification in high-dimensional datasets", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "9", MONTH = "September", PAGES = "2531-2537", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132484"} @article{bb136452, AUTHOR = "Patane, G.", TITLE = "Multi-resolutive sparse approximations of d-dimensional data", JOURNAL = CVIU, VOLUME = "117", YEAR = "2013", NUMBER = "4", MONTH = "April", PAGES = "418-428", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132485"} @article{bb136453, AUTHOR = "Liang, X. and Ma, Y.F. and He, Y.B. and Yu, L. and Chen, R.C. and Liu, T. and Yang, X.P. and Chen, T.S.", TITLE = "Fast pruning superfluous support vectors in SVMs", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "10", MONTH = "July", PAGES = "1203-1209", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132486"} @article{bb136454, AUTHOR = "Pedergnana, M. and Marpu, P.R. and Dalla Mura, M. and Benediktsson, J.A. and Bruzzone, L.", TITLE = "A Novel Technique for Optimal Feature Selection in Attribute Profiles Based on Genetic Algorithms", JOURNAL = GeoRS, VOLUME = "51", YEAR = "2013", NUMBER = "6", PAGES = "3514-3528", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132487"} @article{bb136455, AUTHOR = "Tayal, A. and Coleman, T.F. and Li, Y.Y.", TITLE = "Primal explicit max margin feature selection for nonlinear support vector machines", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "6", PAGES = "2153-2164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132488"} @article{bb136456, AUTHOR = "Krell, M.M. and Feess, D. and Straube, S.", TITLE = "Balanced Relative Margin Machine: The missing piece between FDA and SVM classification", JOURNAL = PRL, VOLUME = "41", YEAR = "2014", NUMBER = "1", PAGES = "43-52", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132489"} @article{bb136457, AUTHOR = "Ghamisi, P. and Couceiro, M.S. and Benediktsson, J.A.", TITLE = "A Novel Feature Selection Approach Based on FODPSO and SVM", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "5", MONTH = "May", PAGES = "2935-2947", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132490"} @article{bb136458, AUTHOR = "Ring, M. and Eskofier, B.M.", TITLE = "Optimal feature selection for nonlinear data using branch-and-bound in kernel space", JOURNAL = PRL, VOLUME = "68, Part 1", YEAR = "2015", NUMBER = "1", PAGES = "56-62", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132491"} @article{bb136459, AUTHOR = "Ring, M. and Eskofier, B.M.", TITLE = "An approximation of the Gaussian RBF kernel for efficient classification with SVMs", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "107-113", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132492"} @article{bb136460, AUTHOR = "Ratto, C.R. and Caceres, C.A. and Schoeberlein, H.C.", TITLE = "Cost-Constrained Feature Optimization in Kernel Machine Classifiers", JOURNAL = SPLetters, VOLUME = "22", YEAR = "2015", NUMBER = "12", MONTH = "December", PAGES = "2469-2473", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132493"} @article{bb136461, AUTHOR = "Spetale, F.E. and Bulacio, P. and Guillaume, S. and Murillo, J. and Tapia, E.", TITLE = "A spectral envelope approach towards effective SVM-RFE on infrared data", JOURNAL = PRL, VOLUME = "71", YEAR = "2016", NUMBER = "1", PAGES = "59-65", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132494"} @article{bb136462, AUTHOR = "Paul, S. and Magdon Ismail, M. and Drineas, P.", TITLE = "Feature selection for linear SVM with provable guarantees", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "205-214", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132495"} @article{bb136463, AUTHOR = "Shao, Y.H. and Li, C.N. and Liu, M.Z. and Wang, Z. and Deng, N.Y.", TITLE = "Sparse Lq-norm least squares support vector machine with feature selection", JOURNAL = PR, VOLUME = "78", YEAR = "2018", PAGES = "167-181", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132496"} @article{bb136464, AUTHOR = "Artemiou, A. and Dong, Y.X. and Shin, S.J.", TITLE = "Real-time sufficient dimension reduction through principal least squares support vector machines", JOURNAL = PR, VOLUME = "112", YEAR = "2021", PAGES = "107768", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132497"} @article{bb136465, AUTHOR = "Guo, Y.N. and Zhang, Z.R. and Tang, F.Z.", TITLE = "Feature selection with kernelized multi-class support vector machine", JOURNAL = PR, VOLUME = "117", YEAR = "2021", PAGES = "107988", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132498"} @article{bb136466, AUTHOR = "Rekha, K.S. and Amali, S.A.M.J.", TITLE = "Efficient feature subset selection and classification using levy flight-based cuckoo search optimization with parallel support vector machine for the breast cancer data", JOURNAL = IJIST, VOLUME = "32", YEAR = "2022", NUMBER = "3", PAGES = "869-881", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132499"} @article{bb136467, AUTHOR = "Shang, Y.Q. and Zheng, X. and Li, J.Y. and Liu, D.Y. and Wang, P.P.", TITLE = "A Comparative Analysis of Swarm Intelligence and Evolutionary Algorithms for Feature Selection in SVM-Based Hyperspectral Image Classification", JOURNAL = RS, VOLUME = "14", YEAR = "2022", NUMBER = "13", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132500"} @inproceedings{bb136468, AUTHOR = "Zhang, J. and Hu, X.G. and Li, P.P. and He, W. and Zhang, Y.H. and Li, H.Z.", TITLE = "A Hybrid Feature Selection Approach by Correlation-Based Filters and SVM-RFE", BOOKTITLE = ICPR14, YEAR = "2014", PAGES = "3684-3689", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132501"} @inproceedings{bb136469, AUTHOR = "Darvishnezhad, M. and Ghassemian, H. and Imani, M.", TITLE = "Local Binary Graph Feature Reduction for Three-dimensional Gabor Filter Based Hyperspectral Image Classification", BOOKTITLE = SMPR19, YEAR = "2019", PAGES = "285-291", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132502"} @inproceedings{bb136470, AUTHOR = "Imani, M. and Ghassemian, H.", TITLE = "The Investigation of Sensitivity of SVM Classifier Respect to the Number of Fetures and the Number of Training Samples", BOOKTITLE = SMPR13, YEAR = "2013", PAGES = "209-214", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132503"} @inproceedings{bb136471, AUTHOR = "Rzeniewicz, J. and Szymanski, J.", TITLE = "Selecting Features with SVM", BOOKTITLE = CIARP13, YEAR = "2013", PAGES = "I:319-325", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132504"} @inproceedings{bb136472, AUTHOR = "Maldonado, S. and Weber, R.", TITLE = "Embedded Feature Selection for Support Vector Machines: State-of-the-Art and Future Challenges", BOOKTITLE = CIARP11, YEAR = "2011", PAGES = "304-311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132505"} @inproceedings{bb136473, AUTHOR = "Bravo, C. and Weber, R.", TITLE = "Semi-supervised Constrained Clustering with Cluster Outlier Filtering", BOOKTITLE = CIARP11, YEAR = "2011", PAGES = "347-354", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132506"} @inproceedings{bb136474, AUTHOR = "Luckner, M.", TITLE = "Reducing Number of Classifiers in DAGSVM Based on Class Similarity", BOOKTITLE = CIAP11, YEAR = "2011", PAGES = "I: 514-523", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132507"} @inproceedings{bb136475, AUTHOR = "Moon, S. and Qi, H.R.", TITLE = "Effective Dimensionality Reduction Based on Support Vector Machine", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "173-176", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132508"} @inproceedings{bb136476, AUTHOR = "Ruan, S. and Zhang, N. and Lebonvallet, S. and Liao, Q.M. and Zhu, Y.M.", TITLE = "Fusion and classification of multi-source images by SVM with selected features in a kernel space", BOOKTITLE = IPTA10, YEAR = "2010", PAGES = "17-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132509"} @inproceedings{bb136477, AUTHOR = "Liang, Z.Z. and Zhao, T.", TITLE = "Feature selection for linear support vector machines", BOOKTITLE = ICPR06, YEAR = "2006", PAGES = "II: 606-609", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132510"} @inproceedings{bb136478, AUTHOR = "Neumann, J. and Schnorr, C. and Steidl, G.", TITLE = "SVM-Based Feature Selection by Direct Objective Minimisation", BOOKTITLE = DAGM04, YEAR = "2004", PAGES = "212-219", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132511"} @inproceedings{bb136479, AUTHOR = "Hermes, L. and Buhmann, J.M.", TITLE = "Feature Selection for Support Vector Machines", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 712-715", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132512"} @article{bb136480, AUTHOR = "Ratsch, G. and Mika, S. and Scholkopf, B. and Muller, K.R.", TITLE = "Constructing Boosting Algorithms from SVMs: An Application to One-Class Classification", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "9", MONTH = "September", PAGES = "1184-1199", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132513"} @article{bb136481, AUTHOR = "Camastra, F. and Verri, A.", TITLE = "A Novel Kernel Method for Clustering", JOURNAL = PAMI, VOLUME = "27", YEAR = "2005", NUMBER = "5", MONTH = "May", PAGES = "801-804", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132514"} @article{bb136482, AUTHOR = "Tran, Q.A. and Li, X. and Duan, H.X.", TITLE = "Efficient performance estimate for one-class support vector machine", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "8", MONTH = "June", PAGES = "1174-1182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132515"} @article{bb136483, AUTHOR = "Munoz, A. and Moguerza, J.M.", TITLE = "Estimation of High-Density Regions Using One-Class Neighbor Machines", JOURNAL = PAMI, VOLUME = "28", YEAR = "2006", NUMBER = "3", MONTH = "March", PAGES = "476-480", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132516"} @article{bb136484, AUTHOR = "Choi, Y.S.", TITLE = "Least squares one-class support vector machine", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "13", MONTH = "October", PAGES = "1236-1240", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132517"} @article{bb136485, AUTHOR = "Munoz Mari, J. and Bovolo, F. and Gomez Chova, L. and Bruzzone, L. and Camp Valls, G.", TITLE = "Semisupervised One-Class Support Vector Machines for Classification of Remote Sensing Data", JOURNAL = GeoRS, VOLUME = "48", YEAR = "2010", NUMBER = "8", MONTH = "August", PAGES = "3188-3197", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132518"} @inproceedings{bb136486, AUTHOR = "Hansen, M.S. and Sjostrand, K. and Olafsdottir, H. and Larsson, H.B.W. and Stegmann, M.B. and Larsen, R.", TITLE = "Robust Pseudo-hierarchical Support Vector Clustering", BOOKTITLE = SCIA07, YEAR = "2007", PAGES = "808-817", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132519"} @article{bb136487, AUTHOR = "Huang, G.X. and Chen, H.F. and Zhou, Z.L. and Yin, F. and Guo, K.", TITLE = "Two-class support vector data description", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "2", MONTH = "February", PAGES = "320-329", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132520"} @article{bb136488, AUTHOR = "Bilgin, G. and Erturk, S. and Yildirim, T.", TITLE = "Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines", JOURNAL = GeoRS, VOLUME = "49", YEAR = "2011", NUMBER = "8", MONTH = "August", PAGES = "2936-2944", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132521"} @article{bb136489, AUTHOR = "Tohme, M. and Lengelle, R.", TITLE = "Maximum Margin One Class Support Vector Machines for multiclass problems", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "13", MONTH = "October", PAGES = "1652-1658", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132522"} @article{bb136490, AUTHOR = "Cyganek, B.", TITLE = "One-Class Support Vector Ensembles for Image Segmentation and Classification", JOURNAL = JMIV, VOLUME = "42", YEAR = "2012", NUMBER = "2-3", MONTH = "February", PAGES = "103-117", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132523"} @article{bb136491, AUTHOR = "Lian, H.", TITLE = "On feature selection with principal component analysis for one-class SVM", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "9", MONTH = "July", PAGES = "1027-1031", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132524"} @article{bb136492, AUTHOR = "Junejo, I.N. and Bhutta, A.A. and Foroosh, H.", TITLE = "Single-class SVM for dynamic scene modeling", JOURNAL = SIViP, VOLUME = "7", YEAR = "2013", NUMBER = "1", MONTH = "January", PAGES = "45-52", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132525"} @inproceedings{bb136493, AUTHOR = "Jaberi, M. and Pensky, M. and Foroosh, H.", TITLE = "SWIFT: Sparse Withdrawal of Inliers in a First Trial", BOOKTITLE = CVPR15, YEAR = "2015", PAGES = "4849-4857", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132526"} @article{bb136494, AUTHOR = "di Martino, M. and Hernandez, G. and Fiori, M. and Fernandez, A.", TITLE = "A new framework for optimal classifier design", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "8", MONTH = "August", PAGES = "2249-2255", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132527"} @inproceedings{bb136495, AUTHOR = "Fiori, M. and di Martino, M. and Fernandez, A.", TITLE = "An optimal multiclass classifier design", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "480-485", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132528"} @inproceedings{bb136496, AUTHOR = "Valdes, M. and Fiori, M.", TITLE = "Re-Weighted L_1 Algorithms within the Lagrange Duality Framework", BOOKTITLE = IbPRIA19, YEAR = "2019", PAGES = "I:148-160", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132529"} @article{bb136497, AUTHOR = "Lee, C.", TITLE = "Pegasos Algorithm for One-Class Support Vector Machine", JOURNAL = IEICE, VOLUME = "E96-D", YEAR = "2013", NUMBER = "5", MONTH = "May", PAGES = "1223-1226", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132530"} @article{bb136498, AUTHOR = "di Martino, M. and Fernandez, A. and Iturralde, P. and Lecumberry, F.", TITLE = "Novel classifier scheme for imbalanced problems", JOURNAL = PRL, VOLUME = "34", YEAR = "2013", NUMBER = "10", MONTH = "July", PAGES = "1146-1151", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132531"} @article{bb136499, AUTHOR = "Khan, N.M. and Ksantini, R. and Ahmad, I.S. and Guan, L.", TITLE = "Covariance-guided One-Class Support Vector Machine", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "6", PAGES = "2165-2177", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132532"}