@article{bb152700,
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#TT148608"}
@article{bb152701,
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#TT148609"}
@article{bb152702,
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#TT148610"}
@article{bb152703,
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#TT148611"}
@article{bb152704,
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#TT148612"}
@article{bb152705,
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#TT148613"}
@article{bb152706,
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#TT148614"}
@article{bb152707,
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#TT148615"}
@inproceedings{bb152708,
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#TT148616"}
@article{bb152709,
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#TT148617"}
@article{bb152710,
AUTHOR = "Sun, L. and Ge, H.W. and Yoshida, S. and Liang, Y.C. and Tan, G.Z.",
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#TT148618"}
@article{bb152711,
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#TT148619"}
@article{bb152712,
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#TT148620"}
@article{bb152713,
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#TT148621"}
@article{bb152714,
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#TT148622"}
@article{bb152715,
AUTHOR = "Vapnik, V. and Izmailov, R.",
TITLE = "Reinforced SVM method and memorization mechanisms",
JOURNAL = PR,
VOLUME = "119",
YEAR = "2021",
PAGES = "108018",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT148623"}
@article{bb152716,
AUTHOR = "Zhang, H.T. and Gao, M.F. and Ren, C.",
TITLE = "Feature-Ensemble-Based Crop Mapping for Multi-Temporal Sentinel-2
Data Using Oversampling Algorithms and Gray Wolf Optimizer Support
Vector Machine",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "20",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sr1.html#TT148624"}
@inproceedings{bb152717,
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#TT148625"}
@inproceedings{bb152718,
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#TT148626"}
@inproceedings{bb152719,
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#TT148627"}
@inproceedings{bb152720,
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#TT148628"}
@inproceedings{bb152721,
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#TT148629"}
@inproceedings{bb152722,
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#TT148630"}
@inproceedings{bb152723,
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#TT148631"}
@inproceedings{bb152724,
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#TT148632"}
@inproceedings{bb152725,
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#TT148633"}
@inproceedings{bb152726,
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#TT148634"}
@inproceedings{bb152727,
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#TT148635"}
@inproceedings{bb152728,
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#TT148636"}
@inproceedings{bb152729,
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#TT148637"}
@inproceedings{bb152730,
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#TT148638"}
@inproceedings{bb152731,
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#TT148639"}
@inproceedings{bb152732,
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#TT148640"}
@inproceedings{bb152733,
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#TT148641"}
@inproceedings{bb152734,
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#TT148642"}
@inproceedings{bb152735,
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#TT148643"}
@inproceedings{bb152736,
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#TT148644"}
@inproceedings{bb152737,
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#TT148645"}
@inproceedings{bb152738,
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#TT148646"}
@inproceedings{bb152739,
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#TT148647"}
@inproceedings{bb152740,
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#TT148648"}
@article{bb152741,
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#TT148649"}
@article{bb152742,
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#TT148650"}
@inproceedings{bb152743,
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#TT148651"}
@inproceedings{bb152744,
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#TT148652"}
@inproceedings{bb152745,
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#TT148653"}
@inproceedings{bb152746,
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#TT148654"}
@article{bb152747,
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#TT148655"}
@article{bb152748,
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#TT148656"}
@article{bb152749,
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#TT148657"}
@article{bb152750,
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#TT148658"}
@inproceedings{bb152751,
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#TT148659"}
@inproceedings{bb152752,
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#TT148660"}
@article{bb152753,
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#TT148661"}
@article{bb152754,
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#TT148662"}
@article{bb152755,
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#TT148663"}
@inproceedings{bb152756,
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#TT148664"}
@inproceedings{bb152757,
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#TT148665"}
@inproceedings{bb152758,
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#TT148666"}
@inproceedings{bb152759,
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#TT148667"}
@inproceedings{bb152760,
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#TT148668"}
@article{bb152761,
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#TT148669"}
@article{bb152762,
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#TT148670"}
@article{bb152763,
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#TT148671"}
@article{bb152764,
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#TT148672"}
@article{bb152765,
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#TT148673"}
@article{bb152766,
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#TT148674"}
@article{bb152767,
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#TT148675"}
@article{bb152768,
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#TT148676"}
@article{bb152769,
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#TT148677"}
@article{bb152770,
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#TT148678"}
@article{bb152771,
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#TT148679"}
@article{bb152772,
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#TT148680"}
@article{bb152773,
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#TT148681"}
@article{bb152774,
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#TT148682"}
@article{bb152775,
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#TT148683"}
@article{bb152776,
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#TT148684"}
@article{bb152777,
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#TT148685"}
@article{bb152778,
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#TT148686"}
@article{bb152779,
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#TT148687"}
@article{bb152780,
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#TT148688"}
@article{bb152781,
AUTHOR = "Ring, M. and Eskofier, B.M.",
TITLE = "Optimal feature selection for nonlinear data using branch-and-bound
in kernel space",
JOURNAL = PRL,
VOLUME = "68, Part 1",
YEAR = "2015",
NUMBER = "1",
PAGES = "56-62",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT148689"}
@article{bb152782,
AUTHOR = "Ring, M. and Eskofier, B.M.",
TITLE = "An approximation of the Gaussian RBF kernel for efficient
classification with SVMs",
JOURNAL = PRL,
VOLUME = "84",
YEAR = "2016",
NUMBER = "1",
PAGES = "107-113",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT148690"}
@article{bb152783,
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#TT148691"}
@article{bb152784,
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#TT148692"}
@article{bb152785,
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#TT148693"}
@article{bb152786,
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#TT148694"}
@article{bb152787,
AUTHOR = "Artemiou, A. and Dong, Y.X. and Shin, S.J.",
TITLE = "Real-time sufficient dimension reduction through principal least
squares support vector machines",
JOURNAL = PR,
VOLUME = "112",
YEAR = "2021",
PAGES = "107768",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT148695"}
@article{bb152788,
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#TT148696"}
@article{bb152789,
AUTHOR = "Rekha, K.S. and Amali, S.A.M.J.",
TITLE = "Efficient feature subset selection and classification using levy
flight-based cuckoo search optimization with parallel support vector
machine for the breast cancer data",
JOURNAL = IJIST,
VOLUME = "32",
YEAR = "2022",
NUMBER = "3",
PAGES = "869-881",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT148697"}
@article{bb152790,
AUTHOR = "Shang, Y.Q. and Zheng, X. and Li, J.Y. and Liu, D.Y. and Wang, P.P.",
TITLE = "A Comparative Analysis of Swarm Intelligence and Evolutionary
Algorithms for Feature Selection in SVM-Based Hyperspectral Image
Classification",
JOURNAL = RS,
VOLUME = "14",
YEAR = "2022",
NUMBER = "13",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT148698"}
@inproceedings{bb152791,
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#TT148699"}
@inproceedings{bb152792,
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#TT148700"}
@inproceedings{bb152793,
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#TT148701"}
@inproceedings{bb152794,
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#TT148702"}
@inproceedings{bb152795,
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#TT148703"}
@inproceedings{bb152796,
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#TT148704"}
@inproceedings{bb152797,
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#TT148705"}
@inproceedings{bb152798,
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#TT148706"}
@inproceedings{bb152799,
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#TT148707"}
Last update:Feb 26, 2026 at 10:58:24