@article{bb109600,
        AUTHOR = "Mariethoz, J. and Bengio, S.",
        TITLE = "A kernel trick for sequences applied to text-independent speaker
verification systems",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2315-2324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105966"}

@article{bb109601,
        AUTHOR = "Su, L.H.",
        TITLE = "Optimizing support vector machine learning for semi-arid vegetation
mapping by using clustering analysis",
        JOURNAL = PandRS,
        VOLUME = "64",
        YEAR = "2009",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "407-413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105967"}

@article{bb109602,
        AUTHOR = "Karacali, B.",
        TITLE = "Quasi-supervised learning for biomedical data analysis",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3674-3682",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105968"}

@article{bb109603,
        AUTHOR = "Yu, Z.W. and Wong, H.S. and Wen, G.H.",
        TITLE = "A modified support vector machine and its application to image
segmentation",
        JOURNAL = IVC,
        VOLUME = "29",
        YEAR = "2011",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "29-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105969"}

@article{bb109604,
        AUTHOR = "Li, C.H. and Kuo, B.C. and Lin, C.T. and Huang, C.S.",
        TITLE = "A Spatial-Contextual Support Vector Machine for Remotely Sensed Image
Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "784-799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105970"}

@article{bb109605,
        AUTHOR = "Zhang, H. and Shi, W. and Liu, K.",
        TITLE = "Fuzzy-Topology-Integrated Support Vector Machine for Remotely Sensed
Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
        YEAR = "2012",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "850-862",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105971"}

@article{bb109606,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "A simple method for improving local binary patterns by considering
non-uniform patterns",
        JOURNAL = PR,
        VOLUME = "45",
        YEAR = "2012",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3844-3852",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105972"}

@article{bb109607,
        AUTHOR = "Nanni, L. and Brahnam, S. and Lumini, A.",
        TITLE = "Local phase quantization descriptor for improving shape
retrieval/classification",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "16",
        MONTH = "December",
        PAGES = "2254-2260",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105973"}

@article{bb109608,
        AUTHOR = "Nanni, L. and Lumini, A. and Brahnam, S.",
        TITLE = "Weighted Reward-Punishment Editing",
        JOURNAL = PRL,
        VOLUME = "75",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "48-54",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105974"}

@article{bb109609,
        AUTHOR = "Shang, C.J. and Shen, Q.A.",
        TITLE = "Rough Feature Selection For Neural Network Based Image Classification",
        JOURNAL = IJIG,
        VOLUME = "2",
        YEAR = "2002",
        NUMBER = "4",
        MONTH = "October",
        PAGES = "541-555",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105975"}

@article{bb109610,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Fuzzy-rough feature selection aided support vector machines for Mars
image classification",
        JOURNAL = CVIU,
        VOLUME = "117",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "202-213",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105976"}

@inproceedings{bb109611,
        AUTHOR = "Shang, C.J. and Barnes, D.",
        TITLE = "Combining support vector machines and information gain ranking for
classification of Mars McMurdo panorama images",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "1061-1064",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105977"}

@article{bb109612,
        AUTHOR = "Tao, D.P. and Jin, L.W. and Liu, W.F. and Li, X.L.",
        TITLE = "Hessian Regularized Support Vector Machines for
Mobile Image Annotation on the Cloud",
        JOURNAL = MultMed,
        VOLUME = "15",
        YEAR = "2013",
        NUMBER = "4",
        PAGES = "833-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105978"}

@article{bb109613,
        AUTHOR = "Sun, L. and Ge, H.W. and Yoshida, S. and Liang, Y. and Tan, G.",
        TITLE = "Support vector description of clusters for content-based image
annotation",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "3",
        PAGES = "1361-1374",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105979"}

@article{bb109614,
        AUTHOR = "Negri, R.G. and Dutra, L.V. and Sant'Anna, S.J.S.",
        TITLE = "An innovative support vector machine based method for contextual
image classification",
        JOURNAL = PandRS,
        VOLUME = "87",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "241-248",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105980"}

@article{bb109615,
        AUTHOR = "Irtaza, A. and Jaffar, M.A.",
        TITLE = "Categorical image retrieval through genetically optimized support
vector machines (GOSVM) and hybrid texture features",
        JOURNAL = SIViP,
        VOLUME = "9",
        YEAR = "2015",
        NUMBER = "7",
        MONTH = "October",
        PAGES = "1503-1519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105981"}

@article{bb109616,
        AUTHOR = "Qi, Y. and Zhang, G.",
        TITLE = "Strategy of active learning support vector machine for image
retrieval",
        JOURNAL = IET-CV,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "87-94",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105982"}

@article{bb109617,
        AUTHOR = "Koda, S. and Zeggada, A. and Melgani, F. and Nishii, R.",
        TITLE = "Spatial and Structured SVM for Multilabel Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "5948-5960",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105983"}

@inproceedings{bb109618,
        AUTHOR = "Yang, C. and Zhu, B. and An, F.",
        TITLE = "SVM-based method for perceptual image recognition",
        BOOKTITLE = ICIVC17,
        YEAR = "2017",
        PAGES = "264-267",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105984"}

@inproceedings{bb109619,
        AUTHOR = "Kamkar, I. and Gupta, S. and Li, C. and Phung, D. and Venkatesh, S.",
        TITLE = "Stable clinical prediction using graph support vector machines",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3332-3337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT105985"}

@inproceedings{bb109620,
        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#TT105986"}

@inproceedings{bb109621,
        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#TT105987"}

@inproceedings{bb109622,
        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#TT105988"}

@inproceedings{bb109623,
        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#TT105989"}

@inproceedings{bb109624,
        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#TT105990"}

@inproceedings{bb109625,
        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#TT105991"}

@inproceedings{bb109626,
        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#TT105992"}

@inproceedings{bb109627,
        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#TT105993"}

@inproceedings{bb109628,
        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#TT105994"}

@inproceedings{bb109629,
        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#TT105995"}

@inproceedings{bb109630,
        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#TT105996"}

@inproceedings{bb109631,
        AUTHOR = "Lin, Y.Q. and Lv, F.J. and Zhu, S. 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#TT105997"}

@inproceedings{bb109632,
        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#TT105998"}

@inproceedings{bb109633,
        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#TT105999"}

@inproceedings{bb109634,
        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#TT106000"}

@inproceedings{bb109635,
        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#TT106001"}

@inproceedings{bb109636,
        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#TT106002"}

@inproceedings{bb109637,
        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#TT106003"}

@inproceedings{bb109638,
        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#TT106004"}

@inproceedings{bb109639,
        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#TT106005"}

@inproceedings{bb109640,
        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#TT106006"}

@inproceedings{bb109641,
        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#TT106007"}

@inproceedings{bb109642,
        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#TT106008"}

@article{bb109643,
        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#TT106009"}

@article{bb109644,
        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#TT106010"}

@inproceedings{bb109645,
        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#TT106011"}

@inproceedings{bb109646,
        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#TT106012"}

@inproceedings{bb109647,
        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#TT106013"}

@inproceedings{bb109648,
        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#TT106014"}

@article{bb109649,
        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#TT106015"}

@article{bb109650,
        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#TT106016"}

@article{bb109651,
        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#TT106017"}

@article{bb109652,
        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#TT106018"}

@inproceedings{bb109653,
        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#TT106019"}

@inproceedings{bb109654,
        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#TT106020"}

@article{bb109655,
        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#TT106021"}

@article{bb109656,
        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#TT106022"}

@article{bb109657,
        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#TT106023"}

@inproceedings{bb109658,
        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#TT106024"}

@inproceedings{bb109659,
        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#TT106025"}

@inproceedings{bb109660,
        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#TT106026"}

@inproceedings{bb109661,
        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#TT106027"}

@inproceedings{bb109662,
        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#TT106028"}

@article{bb109663,
        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#TT106029"}

@article{bb109664,
        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#TT106030"}

@article{bb109665,
        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#TT106031"}

@article{bb109666,
        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#TT106032"}

@article{bb109667,
        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#TT106033"}

@article{bb109668,
        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#TT106034"}

@article{bb109669,
        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#TT106035"}

@article{bb109670,
        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#TT106036"}

@article{bb109671,
        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#TT106037"}

@article{bb109672,
        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#TT106038"}

@article{bb109673,
        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#TT106039"}

@article{bb109674,
        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#TT106040"}

@article{bb109675,
        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#TT106041"}

@article{bb109676,
        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#TT106042"}

@article{bb109677,
        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#TT106043"}

@article{bb109678,
        AUTHOR = "Liang, X. and Ma, Y. and He, Y. 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#TT106044"}

@article{bb109679,
        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#TT106045"}

@article{bb109680,
        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#TT106046"}

@article{bb109681,
        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#TT106047"}

@article{bb109682,
        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#TT106048"}

@article{bb109683,
        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#TT106049"}

@article{bb109684,
        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#TT106050"}

@article{bb109685,
        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#TT106051"}

@article{bb109686,
        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#TT106052"}

@inproceedings{bb109687,
        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#TT106053"}

@inproceedings{bb109688,
        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#TT106054"}

@inproceedings{bb109689,
        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#TT106055"}

@inproceedings{bb109690,
        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#TT106056"}

@inproceedings{bb109691,
        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#TT106057"}

@inproceedings{bb109692,
        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#TT106058"}

@inproceedings{bb109693,
        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#TT106059"}

@inproceedings{bb109694,
        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#TT106060"}

@inproceedings{bb109695,
        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#TT106061"}

@inproceedings{bb109696,
        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#TT106062"}

@inproceedings{bb109697,
        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#TT106063"}

@inproceedings{bb109698,
        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#TT106064"}

@article{bb109699,
        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#TT106065"}

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