@inproceedings{bb128600,
AUTHOR = "Lucey, S.",
TITLE = "Enforcing non-positive weights for stable support vector tracking",
BOOKTITLE = CVPR08,
YEAR = "2008",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124722"}
@inproceedings{bb128601,
AUTHOR = "Sluzhivoy, A. and Pauli, J. and Rolke, V. and Noglik, A.",
TITLE = "Improving the Run-Time Performance of Multi-class Support Vector
Machines",
BOOKTITLE = DAGM08,
YEAR = "2008",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124723"}
@inproceedings{bb128602,
AUTHOR = "Varma, C.M.B.S. and Asharaf, S. and Murty, M.N.",
TITLE = "Rough Core Vector Clustering",
BOOKTITLE = PReMI07,
YEAR = "2007",
PAGES = "304-310",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124724"}
@inproceedings{bb128603,
AUTHOR = "Kong, X.D. and Luo, Q.S. and Zeng, G.H.",
TITLE = "A Novel SVM-Based Method for Moving Video Objects Recognition",
BOOKTITLE = Visual07,
YEAR = "2007",
PAGES = "136-145",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124725"}
@inproceedings{bb128604,
AUTHOR = "Ionescu, C. and Bo, L.F. and Sminchisescu, C.",
TITLE = "Structural SVM for visual localization and continuous state estimation",
BOOKTITLE = ICCV09,
YEAR = "2009",
PAGES = "1157-1164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124726"}
@inproceedings{bb128605,
AUTHOR = "Kumar, A. and Sminchisescu, C.",
TITLE = "Support Kernel Machines for Object Recognition",
BOOKTITLE = ICCV07,
YEAR = "2007",
PAGES = "1-8",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124727"}
@inproceedings{bb128606,
AUTHOR = "Moguerza, J.M. and Munoz, A. and Psarakis, S.",
TITLE = "Monitoring Nonlinear Profiles Using Support Vector Machines",
BOOKTITLE = CIARP07,
YEAR = "2007",
PAGES = "574-583",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124728"}
@inproceedings{bb128607,
AUTHOR = "Chatelain, C. and Adam, S. and Lecourtier, Y. and Heutte, L. and Paquet, T.",
TITLE = "Multi-Objective Optimization for SVM Model Selection",
BOOKTITLE = ICDAR07,
YEAR = "2007",
PAGES = "427-431",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124729"}
@inproceedings{bb128608,
AUTHOR = "Karim, R. and Bergtholdt, M. and Kappes, J.H. and Schnorr, C.",
TITLE = "Greedy-Based Design of Sparse Two-Stage SVMs for Fast Classification",
BOOKTITLE = DAGM07,
YEAR = "2007",
PAGES = "395-404",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124730"}
@inproceedings{bb128609,
AUTHOR = "Tanaka, A. and Takigawa, I. and Imai, H. and Kudo, M.",
TITLE = "Analyses on Generalization Error of Ensemble Kernel Regressors",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "273-281",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124731"}
@inproceedings{bb128610,
AUTHOR = "Tanaka, A. and Takigawa, I. and Imai, H. and Kudo, M.",
TITLE = "Extended Analyses for an Optimal Kernel in a Class of Kernels with an
Invariant Metric",
BOOKTITLE = SSSPR12,
YEAR = "2012",
PAGES = "345-353",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124732"}
@inproceedings{bb128611,
AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "A Relationship Between Generalization Error and Training Samples in
Kernel Regressors",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "1421-1424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124733"}
@inproceedings{bb128612,
AUTHOR = "Tanaka, A. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "Optimal Kernel in a Class of Kernels with an Invariant Metric",
BOOKTITLE = SSPR08,
YEAR = "2008",
PAGES = "530-539",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124734"}
@inproceedings{bb128613,
AUTHOR = "Tanaka, A. and Sugiyama, M. and Imai, H. and Kudo, M. and Miyakoshi, M.",
TITLE = "Model Selection Using a Class of Kernels with an Invariant Metric",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "862-870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124735"}
@inproceedings{bb128614,
AUTHOR = "Joachims, T.",
TITLE = "Structured Output Prediction with Support Vector Machines",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "1-7",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124736"}
@inproceedings{bb128615,
AUTHOR = "Zhu, Y.S. and Yang, J.Y. and Ye, J. and Zhang, Y.Y.",
TITLE = "A Speedup Method for SVM Decision",
BOOKTITLE = SSPR06,
YEAR = "2006",
PAGES = "494-501",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124737"}
@inproceedings{bb128616,
AUTHOR = "Zhang, R. and Metaxas, D.",
TITLE = "RO-SVM: Support Vector Machine with Reject Option for Image
Categorization",
BOOKTITLE = BMVC06,
YEAR = "2006",
PAGES = "III:1209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124738"}
@inproceedings{bb128617,
AUTHOR = "Tzotsos, A.",
TITLE = "A support vector machine approach for object based image analysis",
BOOKTITLE = OBIA06,
YEAR = "2006",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124739"}
@inproceedings{bb128618,
AUTHOR = "Liu, Y. and Zheng, Y.F.",
TITLE = "Minimum Enclosing and Maximum Excluding Machine for Pattern Description
and Discrimination",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 129-132",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124740"}
@inproceedings{bb128619,
AUTHOR = "Kropotov, D. and Ptashko, N. and Vasiliev, O. and Vetrov, D.",
TITLE = "On Kernel Selection in Relevance Vector Machines Using Stability
Principle",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "IV: 233-236",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124741"}
@inproceedings{bb128620,
AUTHOR = "Qin, J.Z. and Li, Y.Q.",
TITLE = "An Improved Semi-Supervised Support Vector Machine Based Translation
Algorithm for BCI Systems",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 1240-1243",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124742"}
@inproceedings{bb128621,
AUTHOR = "Chen, G.Y. and Bhattacharya, P.",
TITLE = "Function Dot Product Kernels for Support Vector Machine",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 614-617",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124743"}
@inproceedings{bb128622,
AUTHOR = "Ye, N. and Sun, R.X. and Liu, Y.G. and Cao, L.",
TITLE = "Support vector machine with orthogonal Chebyshev kernel",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 752-755",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124744"}
@inproceedings{bb128623,
AUTHOR = "Barakat, N. and Bradley, A.P.",
TITLE = "Rule Extraction from Support Vector Machines: Measuring the Explanation
Capability Using the Area under the ROC Curve",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 812-815",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124745"}
@inproceedings{bb128624,
AUTHOR = "Zhang, X.F. and Li, B.C. and Shi, W. and Cheng, L.",
TITLE = "An Efficient SVM Classifier for Lopsided Corpora",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "I: 1144-1147",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124746"}
@inproceedings{bb128625,
AUTHOR = "Sung, E. and Yan, Z. and Li, X.C.",
TITLE = "Accelerating the SVM Learning for Very Large Data Sets",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 484-489",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124747"}
@inproceedings{bb128626,
AUTHOR = "Wu, Z.L. and Li, C.H. and Zhu, J. and Huang, J.",
TITLE = "A Semi-supervised SVM for Manifold Learning",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 490-493",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124748"}
@inproceedings{bb128627,
AUTHOR = "Arreola, K.Z. and Fehr, J. and Burkhardt, H.",
TITLE = "Fast Support Vector Machine Classification using linear SVMs",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "III: 366-369",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124749"}
@inproceedings{bb128628,
AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
TITLE = "Increasing Efficiency of SVM by Adaptively Penalizing Outliers",
BOOKTITLE = EMMCVPR05,
YEAR = "2005",
PAGES = "539-551",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124750"}
@inproceedings{bb128629,
AUTHOR = "Tung, J.W. and Hsu, C.T.",
TITLE = "Learning Hidden Semantic Cues Using Support Vector Clustering",
BOOKTITLE = ICIP05,
YEAR = "2005",
PAGES = "I: 1189-1192",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124751"}
@inproceedings{bb128630,
AUTHOR = "Kahsay, L. and Schwenker, F. and Palm, G.",
TITLE = "Comparison of Multiclass SVM Decomposition Schemes for Visual Object
Recognition",
BOOKTITLE = DAGM05,
YEAR = "2005",
PAGES = "334",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124752"}
@inproceedings{bb128631,
AUTHOR = "Lyu, S.W.",
TITLE = "Mercer Kernels for Object Recognition with Local Features",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 223-229",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124753"}
@inproceedings{bb128632,
AUTHOR = "Sun, Q.A. and DeJong, G.",
TITLE = "Feature Kernel Functions: Improving SVMs Using High-Level Knowledge",
BOOKTITLE = CVPR05,
YEAR = "2005",
PAGES = "II: 177-183",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124754"}
@inproceedings{bb128633,
AUTHOR = "Tarel, J.P. and Boughorbel, S.",
TITLE = "Object Predetection Based on Kernel Parametric Distribution Fitting",
BOOKTITLE = ICPR06,
YEAR = "2006",
PAGES = "II: 808-811",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124755"}
@inproceedings{bb128634,
AUTHOR = "Boughorbel, S. and Tarel, J.P. and Boujemaa, N.",
TITLE = "Generalized Histogram Intersection Kernel for Image Recognition",
BOOKTITLE = ICIP05,
YEAR = "2005",
PAGES = "III: 161-164",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124756"}
@inproceedings{bb128635,
AUTHOR = "Boughorbel, S. and Tarel, J.P. and Fleuret, F.",
TITLE = "Non-Mercer Kernels for SVM Object Recognition",
BOOKTITLE = BMVC04,
YEAR = "2004",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124757"}
@inproceedings{bb128636,
AUTHOR = "Wang, Y.C.A. and Casasent, D.",
TITLE = "A hierarchical classifier using new support vector machine",
BOOKTITLE = ICDAR05,
YEAR = "2005",
PAGES = "II: 851-855",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124758"}
@inproceedings{bb128637,
AUTHOR = "Yu, W.M. and Du, T.H. and Lim, K.B.",
TITLE = "Comparison of the support vector machine and relevant vector machine in
regression and classification problems",
BOOKTITLE = ICARCV04,
YEAR = "2004",
PAGES = "II: 1309-1314",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124759"}
@inproceedings{bb128638,
AUTHOR = "Man, H. and Chen, L. and Duan, R.",
TITLE = "Rotation invariant texture classification using directional filter bank
and support vector machine",
BOOKTITLE = ICIP04,
YEAR = "2004",
PAGES = "III: 1545-1548",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124760"}
@inproceedings{bb128639,
AUTHOR = "Hein, M. and Lal, T.N. and Bousquet, O.",
TITLE = "Hilbertian Metrics on Probability Measures and Their Application in
SVMs",
BOOKTITLE = DAGM04,
YEAR = "2004",
PAGES = "270-277",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124761"}
@inproceedings{bb128640,
AUTHOR = "Horikawa, Y.",
TITLE = "Comparison of support vector machines with autocorrelation kernels for
invariant texture classification",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 660-663",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124762"}
@inproceedings{bb128641,
AUTHOR = "Park, J.H. and Ji, X. and Zha, H.Y. and Kasturi, R.",
TITLE = "Support vector clustering combined with spectral graph partitioning",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "IV: 581-584",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124763"}
@inproceedings{bb128642,
AUTHOR = "Imbault, F. and Lebart, K.",
TITLE = "A stochastic optimization approach for parameter tuning of support
vector machines",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "IV: 597-600",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124764"}
@inproceedings{bb128643,
AUTHOR = "Hoi, S.C.H. and Lyu, M.R.",
TITLE = "Group-based relevance feedback with support vector machine ensembles",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "III: 874-877",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124765"}
@inproceedings{bb128644,
AUTHOR = "Chen, J.H.",
TITLE = "M-estimator based robust kernels for support vector machines",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 168-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124766"}
@inproceedings{bb128645,
AUTHOR = "Gokcen, I. and Joachim, D. and Deller, J.R.",
TITLE = "Comparing optimal bounding ellipsoid and support vector machine active
learning",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 172-175",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124767"}
@inproceedings{bb128646,
AUTHOR = "Zhang, P. and Peng, J. and Riedel, N.",
TITLE = "Discriminant Analysis: A Least Squares Approximation View",
BOOKTITLE = LCV05,
YEAR = "2005",
PAGES = "III: 46-46",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124768"}
@inproceedings{bb128647,
AUTHOR = "Zhang, P. and Peng, J.",
TITLE = "Efficient Regularized Least Squares Classification",
BOOKTITLE = LCV04,
YEAR = "2004",
PAGES = "98",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124769"}
@inproceedings{bb128648,
AUTHOR = "Zhang, P. and Peng, J.",
TITLE = "SVM vs regularized least squares classification",
BOOKTITLE = ICPR04,
YEAR = "2004",
PAGES = "I: 176-179",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124770"}
@inproceedings{bb128649,
AUTHOR = "Tortorella, F.",
TITLE = "An empirical comparison of in-learning and post-learning optimization
schemes for tuning the support vector machines in cost-sensitive
applications",
BOOKTITLE = CIAP03,
YEAR = "2003",
PAGES = "560-566",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124771"}
@inproceedings{bb128650,
AUTHOR = "Yuan, C. and Casasent, D.",
TITLE = "A novel support vector classifier with better rejection performance",
BOOKTITLE = CVPR03,
YEAR = "2003",
PAGES = "I: 419-424",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124772"}
@inproceedings{bb128651,
AUTHOR = "Vishwanathan, S.V.N. and Murty, M.N.",
TITLE = "Geometric SVM: a fast and intuitive SVM algorithm",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 56-59",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124773"}
@inproceedings{bb128652,
AUTHOR = "Xiao, X. and Ai, H.Z. and Xu, G.Y.",
TITLE = "Pair-wise sequential reduced set for optimization of support vector
machines",
BOOKTITLE = ICPR02,
YEAR = "2002",
PAGES = "II: 860-863",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124774"}
@inproceedings{bb128653,
AUTHOR = "Zhong, S.W. and Chang, C.I. and Zhang, Y.",
TITLE = "Iterative Support Vector Machine for Hyperspectral Image
Classification",
BOOKTITLE = ICIP18,
YEAR = "2018",
PAGES = "3309-3312",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124775"}
@inproceedings{bb128654,
AUTHOR = "Zhang, J.P. and Zhang, Y. and Zhou, T.X.",
TITLE = "Classification of Hyperspectral Data Using Support Vector Machine",
BOOKTITLE = ICIP01,
YEAR = "2001",
PAGES = "I: 882-885",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124776"}
@inproceedings{bb128655,
AUTHOR = "Nakamura, E. and Murayama, N. and Sawada, K. and Okuizumi, H.",
TITLE = "RLGS Profile Segmentation Via a SVM",
BOOKTITLE = ICIP01,
YEAR = "2001",
PAGES = "I: 533-536",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124777"}
@inproceedings{bb128656,
AUTHOR = "Ben Hur, A. and Horn, D. and Siegelmann, H.T. and Vapnik, V.",
TITLE = "A Support Vector Clustering Method",
BOOKTITLE = ICPR00,
YEAR = "2000",
PAGES = "Vol II: 724-727",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124778"}
@inproceedings{bb128657,
AUTHOR = "Odone, F. and Trucco, M. and Verri, A.",
TITLE = "Visual Learning of Weight from Shape Using Support Vector Machines",
BOOKTITLE = BMVC98,
YEAR = "1998",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124779"}
@inproceedings{bb128658,
AUTHOR = "Pawlak, M. and Ng, M.F.Y.F.",
TITLE = "On kernel and radial basis function techniques for classification and
function recovering",
BOOKTITLE = ICPR94,
YEAR = "1994",
PAGES = "B:454-456",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124780"}
@inproceedings{bb128659,
AUTHOR = "Pawlak, M. and Siedlecki, W.",
TITLE = "Kernel classification rules in the presence of missing values",
BOOKTITLE = ICPR90,
YEAR = "1990",
PAGES = "I: 677-680",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT124781"}
@article{bb128660,
AUTHOR = "Foody, G.M. and Mathur, A.",
TITLE = "A Relative Evaluation of Multiclass Image Classification by Support
Vector Machines",
JOURNAL = GeoRS,
VOLUME = "42",
YEAR = "2004",
NUMBER = "6",
MONTH = "June",
PAGES = "1335-1343",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124782"}
@article{bb128661,
AUTHOR = "Foody, G.M. and Mathur, A.",
TITLE = "Toward intelligent training of supervised image classifications:
Directing training data acquisition for SVM classification",
JOURNAL = RSE,
VOLUME = "93",
YEAR = "2004",
NUMBER = "1-2",
PAGES = "107-117",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124783"}
@article{bb128662,
AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
TITLE = "Design efficient support vector machine for fast classification",
JOURNAL = PR,
VOLUME = "38",
YEAR = "2005",
NUMBER = "1",
MONTH = "January",
PAGES = "157-161",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124784"}
@article{bb128663,
AUTHOR = "Zhan, Y.Q. and Shen, D.G.",
TITLE = "An adaptive error penalization method for training an efficient and
generalized SVM",
JOURNAL = PR,
VOLUME = "39",
YEAR = "2006",
NUMBER = "3",
MONTH = "March",
PAGES = "342-350",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124785"}
@article{bb128664,
AUTHOR = "Lin, C.F. and Wang, S.D.",
TITLE = "Training algorithms for fuzzy support vector machines with noisy data",
JOURNAL = PRL,
VOLUME = "25",
YEAR = "2004",
NUMBER = "14",
MONTH = "October",
PAGES = "1647-1656",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124786"}
@article{bb128665,
AUTHOR = "Shin, H.J. and Cho, S.Z.",
TITLE = "Invariance of neighborhood relation under input space to feature space
mapping",
JOURNAL = PRL,
VOLUME = "26",
YEAR = "2005",
NUMBER = "6",
MONTH = "May",
PAGES = "707-718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124787"}
@article{bb128666,
AUTHOR = "Bazi, Y. and Melgani, F.",
TITLE = "Toward an Optimal SVM Classification System for Hyperspectral Remote
Sensing Images",
JOURNAL = GeoRS,
VOLUME = "44",
YEAR = "2006",
NUMBER = "11",
MONTH = "November",
PAGES = "3374-3385",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124788"}
@article{bb128667,
AUTHOR = "Bazi, Y. and Melgani, F.",
TITLE = "Semisupervised PSO-SVM Regression for Biophysical Parameter Estimation",
JOURNAL = GeoRS,
VOLUME = "45",
YEAR = "2007",
NUMBER = "6",
MONTH = "June",
PAGES = "1887-1895",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124789"}
@article{bb128668,
AUTHOR = "Ghoggali, N. and Melgani, F. and Bazi, Y.",
TITLE = "A Multiobjective Genetic SVM Approach for Classification Problems With
Limited Training Samples",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "6",
MONTH = "June",
PAGES = "1707-1718",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124790"}
@article{bb128669,
AUTHOR = "Ghoggali, N. and Melgani, F.",
TITLE = "Automatic Ground-Truth Validation With Genetic Algorithms for
Multispectral Image Classification",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "7",
MONTH = "July",
PAGES = "2172-2181",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124791"}
@article{bb128670,
AUTHOR = "Paoli, A. and Melgani, F. and Pasolli, E.",
TITLE = "Clustering of Hyperspectral Images Based on Multiobjective Particle
Swarm Optimization",
JOURNAL = GeoRS,
VOLUME = "47",
YEAR = "2009",
NUMBER = "12",
MONTH = "December",
PAGES = "4175-4188",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124792"}
@article{bb128671,
AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
TITLE = "On-line independent support vector machines",
JOURNAL = PR,
VOLUME = "43",
YEAR = "2010",
NUMBER = "4",
MONTH = "April",
PAGES = "1402-1412",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124793"}
@inproceedings{bb128672,
AUTHOR = "Orabona, F. and Castellini, C. and Caputo, B. and Jie, L. and Sandini, G.",
TITLE = "Indoor Place Recognition using Online Independent Support Vector
Machines",
BOOKTITLE = BMVC07,
YEAR = "2007",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124794"}
@inproceedings{bb128673,
AUTHOR = "Jie, L. and Orabona, F. and Fornoni, M. and Caputo, B. and Cesa Bianchi, N.",
TITLE = "OM-2: An online multi-class Multi-Kernel Learning algorithm",
BOOKTITLE = OLCV10,
YEAR = "2010",
PAGES = "43-50",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124795"}
@inproceedings{bb128674,
AUTHOR = "Orabona, F. and Jie, L. and Caputo, B.",
TITLE = "Online-batch strongly convex Multi Kernel Learning",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "787-794",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124796"}
@inproceedings{bb128675,
AUTHOR = "Jie, L. and Orabona, F. and Caputo, B.",
TITLE = "An Online Framework for Learning Novel Concepts over Multiple Cues",
BOOKTITLE = ACCV09,
YEAR = "2009",
PAGES = "I: 269-280",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124797"}
@article{bb128676,
AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
TITLE = "Learning Categories From Few Examples With Multi Model Knowledge
Transfer",
JOURNAL = PAMI,
VOLUME = "36",
YEAR = "2014",
NUMBER = "5",
MONTH = "May",
PAGES = "928-941",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124798"}
@inproceedings{bb128677,
AUTHOR = "Tommasi, T. and Orabona, F. and Caputo, B.",
TITLE = "Safety in numbers:
Learning categories from few examples with multi model knowledge transfer",
BOOKTITLE = CVPR10,
YEAR = "2010",
PAGES = "3081-3088",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124799"}
@inproceedings{bb128678,
AUTHOR = "Tommasi, T. and Caputo, B.",
TITLE = "The more you know, the less you learn: from knowledge transfer to
one-shot learning of object categories",
BOOKTITLE = BMVC09,
YEAR = "2009",
PAGES = "xx-yy",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124800"}
@article{bb128679,
AUTHOR = "Kuzborskij, I. and Orabona, F. and Caputo, B.",
TITLE = "Scalable greedy algorithms for transfer learning",
JOURNAL = CVIU,
VOLUME = "156",
YEAR = "2017",
NUMBER = "1",
PAGES = "174-185",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124801"}
@inproceedings{bb128680,
AUTHOR = "Tommasi, T. and Orabona, F. and Kaboli, M. and Caputo, B.",
TITLE = "Leveraging over prior knowledge for online learning of visual
categories",
BOOKTITLE = BMVC12,
YEAR = "2012",
PAGES = "87",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124802"}
@inproceedings{bb128681,
AUTHOR = "Jie, L. and Tommasi, T. and Caputo, B.",
TITLE = "Multiclass transfer learning from unconstrained priors",
BOOKTITLE = ICCV11,
YEAR = "2011",
PAGES = "1863-1870",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124803"}
@article{bb128682,
AUTHOR = "Davenport, M.A. and Baraniuk, R.G. and Scott, C.D.",
TITLE = "Tuning Support Vector Machines for Minimax and Neyman-Pearson
Classification",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "1888-1898",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124804"}
@article{bb128683,
AUTHOR = "Bellala, G. and Stanley, J. and Bhavnani, S.K. and Scott, C.D.",
TITLE = "A Rank-Based Approach to Active Diagnosis",
JOURNAL = PAMI,
VOLUME = "35",
YEAR = "2013",
NUMBER = "9",
PAGES = "2078-2090",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124805"}
@article{bb128684,
AUTHOR = "Kim, J.S. and Scott, C.D.",
TITLE = "L(2) Kernel Classification",
JOURNAL = PAMI,
VOLUME = "32",
YEAR = "2010",
NUMBER = "10",
MONTH = "October",
PAGES = "1822-1831",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124806"}
@article{bb128685,
AUTHOR = "Maulik, U. and Chakraborty, D.",
TITLE = "A self-trained ensemble with semisupervised SVM:
An application to pixel classification of remote sensing imagery",
JOURNAL = PR,
VOLUME = "44",
YEAR = "2011",
NUMBER = "3",
MONTH = "March",
PAGES = "615-623",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124807"}
@article{bb128686,
AUTHOR = "Maulik, U. and Chakraborty, D.",
TITLE = "Learning with transductive SVM for semisupervised pixel classification
of remote sensing imagery",
JOURNAL = PandRS,
VOLUME = "77",
YEAR = "2013",
NUMBER = "1",
MONTH = "March",
PAGES = "66-78",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124808"}
@article{bb128687,
AUTHOR = "Airola, A. and Pahikkala, T. and Salakoski, T.",
TITLE = "Training linear ranking SVMs in linearithmic time using red-black trees",
JOURNAL = PRL,
VOLUME = "32",
YEAR = "2011",
NUMBER = "9",
MONTH = "July",
PAGES = "1328-1336",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124809"}
@inproceedings{bb128688,
AUTHOR = "Heimonen, J.H. and Salakoski, T. and Pahikkala, T.",
TITLE = "Properties of Object-Level Cross-Validation Schemes for Symmetric
Pair-Input Data",
BOOKTITLE = SSSPR14,
YEAR = "2014",
PAGES = "384-393",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124810"}
@article{bb128689,
AUTHOR = "Rivas Perea, P. and Cota Ruiz, J.",
TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "4",
MONTH = "March",
PAGES = "439-451",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124811"}
@book{bb128690,
AUTHOR = "Cota Ruiz, J. and Rivas Perea, P.",
TITLE = "An algorithm for training a large scale support vector machine for
regression based on linear programming and decomposition methods",
YEAR = "2013",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124811"}
@article{bb128691,
AUTHOR = "Rivas Perea, P. and Cota Ruiz, J. and Rosiles, J.G.",
TITLE = "Corrigendum to 'An algorithm for training a large scale support vector
machine for regression based on linear programming and decomposition
methods'",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "6",
MONTH = "April",
PAGES = "678",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124812"}
@article{bb128692,
AUTHOR = "Prato, M. and Zanni, L.",
TITLE = "A practical use of regularization for supervised learning with kernel
methods",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "6",
MONTH = "April",
PAGES = "610-618",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124813"}
@article{bb128693,
AUTHOR = "Xu, S. and An, X. and Qiao, X.D. and Zhu, L.J. and Li, L.",
TITLE = "Multi-output least-squares support vector regression machines",
JOURNAL = PRL,
VOLUME = "34",
YEAR = "2013",
NUMBER = "9",
MONTH = "July",
PAGES = "1078-1084",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124814"}
@article{bb128694,
AUTHOR = "Mordelet, F. and Vert, J.P.",
TITLE = "A bagging SVM to learn from positive and unlabeled examples",
JOURNAL = PRL,
VOLUME = "37",
YEAR = "2014",
NUMBER = "1",
PAGES = "201-209",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124815"}
@article{bb128695,
AUTHOR = "Anguita, D. and Ghio, A. and Oneto, L. and Ridella, S.",
TITLE = "Unlabeled patterns to tighten Rademacher complexity error bounds for
kernel classifiers",
JOURNAL = PRL,
VOLUME = "37",
YEAR = "2014",
NUMBER = "1",
PAGES = "210-219",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124816"}
@article{bb128696,
AUTHOR = "Singla, A. and Patra, S. and Bruzzone, L.",
TITLE = "A novel classification technique based on progressive transductive
SVM learning",
JOURNAL = PRL,
VOLUME = "42",
YEAR = "2014",
NUMBER = "1",
PAGES = "101-106",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124817"}
@article{bb128697,
AUTHOR = "Jung, H.G. and Kim, G.",
TITLE = "Support Vector Number Reduction: Survey and Experimental Evaluations",
JOURNAL = ITS,
VOLUME = "15",
YEAR = "2014",
NUMBER = "2",
MONTH = "April",
PAGES = "463-476",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124818"}
@article{bb128698,
AUTHOR = "Doan, T.N. and Do, T.N. and Poulet, F.",
TITLE = "Parallel incremental power mean SVM for the classification of
large-scale image datasets",
JOURNAL = MultInfoRetr,
VOLUME = "3",
YEAR = "2014",
NUMBER = "2",
MONTH = "June",
PAGES = "89-96",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124819"}
@article{bb128699,
AUTHOR = "Guo, H.S. and Wang, W.J.",
TITLE = "An active learning-based SVM multi-class classification model",
JOURNAL = PR,
VOLUME = "48",
YEAR = "2015",
NUMBER = "5",
PAGES = "1577-1597",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634t1.html#TT124820"}
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