@article{bb104500,
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#TT100944"}
@article{bb104501,
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#TT100945"}
@article{bb104502,
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#TT100946"}
@inproceedings{bb104503,
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#TT100947"}
@article{bb104504,
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#TT100948"}
@article{bb104505,
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#TT100949"}
@article{bb104506,
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#TT100950"}
@article{bb104507,
AUTHOR = "Pasolli, E. and Melgani, F. and Tuia, D. and Pacifici, F. and Emery, W.J.",
TITLE = "SVM Active Learning Approach for Image Classification Using Spatial
Information",
JOURNAL = GeoRS,
VOLUME = "52",
YEAR = "2014",
NUMBER = "4",
MONTH = "April",
PAGES = "2217-2233",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT100951"}
@article{bb104508,
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#TT100952"}
@article{bb104509,
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#TT100953"}
@article{bb104510,
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#TT100954"}
@inproceedings{bb104511,
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#TT100955"}
@inproceedings{bb104512,
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#TT100956"}
@inproceedings{bb104513,
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#TT100957"}
@inproceedings{bb104514,
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#TT100958"}
@inproceedings{bb104515,
AUTHOR = "Sun, Z. and Wang, C. and Li, P. and Wang, H. 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#TT100959"}
@inproceedings{bb104516,
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#TT100960"}
@inproceedings{bb104517,
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#TT100961"}
@inproceedings{bb104518,
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#TT100962"}
@inproceedings{bb104519,
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#TT100963"}
@inproceedings{bb104520,
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#TT100964"}
@inproceedings{bb104521,
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#TT100965"}
@inproceedings{bb104522,
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#TT100966"}
@inproceedings{bb104523,
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#TT100967"}
@inproceedings{bb104524,
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#TT100968"}
@inproceedings{bb104525,
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#TT100969"}
@inproceedings{bb104526,
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#TT100970"}
@inproceedings{bb104527,
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#TT100971"}
@inproceedings{bb104528,
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#TT100972"}
@inproceedings{bb104529,
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#TT100973"}
@inproceedings{bb104530,
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#TT100974"}
@inproceedings{bb104531,
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#TT100975"}
@inproceedings{bb104532,
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#TT100976"}
@inproceedings{bb104533,
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#TT100977"}
@inproceedings{bb104534,
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#TT100978"}
@inproceedings{bb104535,
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#TT100979"}
@article{bb104536,
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#TT100980"}
@article{bb104537,
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#TT100981"}
@inproceedings{bb104538,
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#TT100982"}
@inproceedings{bb104539,
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#TT100983"}
@inproceedings{bb104540,
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#TT100984"}
@inproceedings{bb104541,
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#TT100985"}
@article{bb104542,
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#TT100986"}
@article{bb104543,
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#TT100987"}
@article{bb104544,
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#TT100988"}
@article{bb104545,
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#TT100989"}
@inproceedings{bb104546,
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#TT100990"}
@inproceedings{bb104547,
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#TT100991"}
@article{bb104548,
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#TT100992"}
@article{bb104549,
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#TT100993"}
@article{bb104550,
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#TT100994"}
@inproceedings{bb104551,
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#TT100995"}
@inproceedings{bb104552,
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#TT100996"}
@inproceedings{bb104553,
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#TT100997"}
@inproceedings{bb104554,
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#TT100998"}
@inproceedings{bb104555,
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#TT100999"}
@article{bb104556,
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#TT101000"}
@article{bb104557,
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#TT101001"}
@article{bb104558,
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#TT101002"}
@article{bb104559,
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#TT101003"}
@article{bb104560,
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#TT101004"}
@article{bb104561,
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#TT101005"}
@article{bb104562,
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#TT101006"}
@article{bb104563,
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#TT101007"}
@article{bb104564,
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#TT101008"}
@article{bb104565,
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#TT101009"}
@article{bb104566,
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#TT101010"}
@article{bb104567,
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#TT101011"}
@article{bb104568,
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#TT101012"}
@article{bb104569,
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#TT101013"}
@article{bb104570,
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#TT101014"}
@article{bb104571,
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#TT101015"}
@article{bb104572,
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#TT101016"}
@article{bb104573,
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#TT101017"}
@article{bb104574,
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#TT101018"}
@article{bb104575,
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#TT101019"}
@article{bb104576,
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#TT101020"}
@article{bb104577,
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#TT101021"}
@article{bb104578,
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#TT101022"}
@article{bb104579,
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#TT101023"}
@inproceedings{bb104580,
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#TT101024"}
@inproceedings{bb104581,
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#TT101025"}
@inproceedings{bb104582,
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#TT101026"}
@inproceedings{bb104583,
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#TT101027"}
@inproceedings{bb104584,
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#TT101028"}
@inproceedings{bb104585,
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#TT101029"}
@inproceedings{bb104586,
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#TT101030"}
@inproceedings{bb104587,
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#TT101031"}
@inproceedings{bb104588,
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#TT101032"}
@inproceedings{bb104589,
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#TT101033"}
@inproceedings{bb104590,
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#TT101034"}
@article{bb104591,
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#TT101035"}
@article{bb104592,
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#TT101036"}
@article{bb104593,
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#TT101037"}
@article{bb104594,
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#TT101038"}
@article{bb104595,
AUTHOR = "Camci, F. and Chinnam, R.B.",
TITLE = "General support vector representation machine for one-class
classification of non-stationary classes",
JOURNAL = PR,
VOLUME = "41",
YEAR = "2008",
NUMBER = "10",
MONTH = "October",
PAGES = "3021-3034",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT101039"}
@article{bb104596,
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#TT101040"}
@article{bb104597,
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#TT101041"}
@article{bb104598,
AUTHOR = "Hansen, M.S. and Sjostrand, K. and Larsen, R.",
TITLE = "On the regularization path of the support vector domain description",
JOURNAL = PRL,
VOLUME = "31",
YEAR = "2010",
NUMBER = "13",
MONTH = "October",
PAGES = "1919-1923",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT101042"}
@inproceedings{bb104599,
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#TT101043"}
Last update:Oct 1, 2019 at 15:23:24