@inproceedings{bb116900,
        AUTHOR = "Wei, Z. and Hoai, M.",
        TITLE = "Region Ranking SVM for Image Classification",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2987-2996",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT113164"}

@inproceedings{bb116901,
        AUTHOR = "Li, J.M.",
        TITLE = "Active Learning for Hyperspectral Image Classification with a Stacked
Autoencoders Based Neural Network",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1062-1065",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT113165"}

@inproceedings{bb116902,
        AUTHOR = "Sun, Z. and Wang, C. and Li, P. and Wang, H.Y. and Li, J.",
        TITLE = "Hyperspectral Image Classification with SVM-Based Domain Adaption
Classifiers",
        BOOKTITLE = CVRS12,
        YEAR = "2012",
        PAGES = "268-272",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT113166"}

@inproceedings{bb116903,
        AUTHOR = "Chernousova, E. and Levdik, P. and Tatarchuk, A. and Mottl, V. and Windridge, D.",
        TITLE = "Non-enumerative Cross Validation for the Determination of Structural
Parameters in Feature-Selective SVMs",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "3654-3659",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT113167"}

@inproceedings{bb116904,
        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#TT113168"}

@inproceedings{bb116905,
        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#TT113169"}

@inproceedings{bb116906,
        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#TT113170"}

@inproceedings{bb116907,
        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#TT113171"}

@inproceedings{bb116908,
        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#TT113172"}

@inproceedings{bb116909,
        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#TT113173"}

@inproceedings{bb116910,
        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#TT113174"}

@inproceedings{bb116911,
        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#TT113175"}

@inproceedings{bb116912,
        AUTHOR = "Lei, Y.J. and Wong, W. and Liu, W. and Bennamoun, M.",
        TITLE = "An HMM-SVM-Based Automatic Image Annotation Approach",
        BOOKTITLE = ACCV10,
        YEAR = "2010",
        PAGES = "IV: 115-126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT113176"}

@inproceedings{bb116913,
        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#TT113177"}

@inproceedings{bb116914,
        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#TT113178"}

@inproceedings{bb116915,
        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#TT113179"}

@inproceedings{bb116916,
        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#TT113180"}

@inproceedings{bb116917,
        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#TT113181"}

@inproceedings{bb116918,
        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#TT113182"}

@inproceedings{bb116919,
        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#TT113183"}

@inproceedings{bb116920,
        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#TT113184"}

@inproceedings{bb116921,
        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#TT113185"}

@inproceedings{bb116922,
        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#TT113186"}

@article{bb116923,
        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#TT113187"}

@article{bb116924,
        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#TT113188"}

@inproceedings{bb116925,
        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#TT113189"}

@inproceedings{bb116926,
        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#TT113190"}

@inproceedings{bb116927,
        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#TT113191"}

@inproceedings{bb116928,
        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#TT113192"}

@article{bb116929,
        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#TT113193"}

@article{bb116930,
        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#TT113194"}

@article{bb116931,
        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#TT113195"}

@article{bb116932,
        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#TT113196"}

@inproceedings{bb116933,
        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#TT113197"}

@inproceedings{bb116934,
        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#TT113198"}

@article{bb116935,
        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#TT113199"}

@article{bb116936,
        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#TT113200"}

@article{bb116937,
        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#TT113201"}

@inproceedings{bb116938,
        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#TT113202"}

@inproceedings{bb116939,
        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#TT113203"}

@inproceedings{bb116940,
        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#TT113204"}

@inproceedings{bb116941,
        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#TT113205"}

@inproceedings{bb116942,
        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#TT113206"}

@article{bb116943,
        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#TT113207"}

@article{bb116944,
        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#TT113208"}

@article{bb116945,
        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#TT113209"}

@article{bb116946,
        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#TT113210"}

@article{bb116947,
        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#TT113211"}

@article{bb116948,
        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#TT113212"}

@article{bb116949,
        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#TT113213"}

@article{bb116950,
        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#TT113214"}

@article{bb116951,
        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#TT113215"}

@article{bb116952,
        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#TT113216"}

@article{bb116953,
        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#TT113217"}

@article{bb116954,
        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#TT113218"}

@article{bb116955,
        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#TT113219"}

@article{bb116956,
        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#TT113220"}

@article{bb116957,
        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#TT113221"}

@article{bb116958,
        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#TT113222"}

@article{bb116959,
        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#TT113223"}

@article{bb116960,
        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#TT113224"}

@article{bb116961,
        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#TT113225"}

@article{bb116962,
        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#TT113226"}

@article{bb116963,
        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#TT113227"}

@article{bb116964,
        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#TT113228"}

@article{bb116965,
        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#TT113229"}

@article{bb116966,
        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#TT113230"}

@article{bb116967,
        AUTHOR = "Artemiou, A. and Dong, Y. 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#TT113231"}

@article{bb116968,
        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#TT113232"}

@inproceedings{bb116969,
        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#TT113233"}

@inproceedings{bb116970,
        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#TT113234"}

@inproceedings{bb116971,
        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#TT113235"}

@inproceedings{bb116972,
        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#TT113236"}

@inproceedings{bb116973,
        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#TT113237"}

@inproceedings{bb116974,
        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#TT113238"}

@inproceedings{bb116975,
        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#TT113239"}

@inproceedings{bb116976,
        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#TT113240"}

@inproceedings{bb116977,
        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#TT113241"}

@inproceedings{bb116978,
        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#TT113242"}

@inproceedings{bb116979,
        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#TT113243"}

@inproceedings{bb116980,
        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#TT113244"}

@article{bb116981,
        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#TT113245"}

@article{bb116982,
        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#TT113246"}

@article{bb116983,
        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#TT113247"}

@article{bb116984,
        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#TT113248"}

@article{bb116985,
        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#TT113249"}

@article{bb116986,
        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#TT113250"}

@inproceedings{bb116987,
        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#TT113251"}

@article{bb116988,
        AUTHOR = "Huang, G.X. and Chen, H. 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#TT113252"}

@article{bb116989,
        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#TT113253"}

@article{bb116990,
        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#TT113254"}

@article{bb116991,
        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#TT113255"}

@article{bb116992,
        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#TT113256"}

@article{bb116993,
        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#TT113257"}

@inproceedings{bb116994,
        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#TT113258"}

@article{bb116995,
        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#TT113259"}

@inproceedings{bb116996,
        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#TT113260"}

@inproceedings{bb116997,
        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#TT113261"}

@article{bb116998,
        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#TT113262"}

@article{bb116999,
        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#TT113263"}

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