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        TITLE = "Collaborative Active Visual Recognition from Crowds:
A Distributed Ensemble Approach",
        JOURNAL = PAMI,
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@inproceedings{bb109302,
        AUTHOR = "Hua, G. and Long, C.J. and Yang, M. and Gao, Y.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105671"}

@inproceedings{bb109303,
        AUTHOR = "Sharma, G. and Jurie, F.",
        TITLE = "A Novel Approach for Efficient SVM Classification with Histogram
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@article{bb109304,
        AUTHOR = "Shao, Y.H. and Deng, N.Y. and Chen, W.J. and Wang, Z.",
        TITLE = "Improved Generalized Eigenvalue Proximal Support Vector Machine",
        JOURNAL = SPLetters,
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        NUMBER = "3",
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        PAGES = "213-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105673"}

@inproceedings{bb109305,
        AUTHOR = "Ren, Y.M. and Zhang, Y.N. and Meng, Q.J. and Zhang, L.",
        TITLE = "Hyperspectral image classification based on Multiple Improved particle
swarm cooperative optimization and SVM",
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        PAGES = "2274-2277",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105674"}

@inproceedings{bb109306,
        AUTHOR = "Seredin, O. and Mottl, V. and Tatarchuk, A. and Razin, N. and Windridge, D.",
        TITLE = "Convex support and Relevance Vector Machines for selective multimodal
pattern recognition",
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        PAGES = "1647-1650",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105675"}

@inproceedings{bb109307,
        AUTHOR = "Xue, H. and Chen, S.C. and Huang, J.J.",
        TITLE = "Discriminative indefinite kernel classifier from pairwise constraints
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        YEAR = "2012",
        PAGES = "497-500",
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@inproceedings{bb109308,
        AUTHOR = "Ji, Y. and Sun, S.L. and Lu, Y.",
        TITLE = "Multitask multiclass privileged information support vector machines",
        BOOKTITLE = ICPR12,
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@inproceedings{bb109309,
        AUTHOR = "Litayem, S. and Joly, A. and Boujemaa, N.",
        TITLE = "Hash-Based Support Vector Machines Approximation for Large Scale
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@inproceedings{bb109310,
        AUTHOR = "Darkner, S. and Clemmensen, L.H.",
        TITLE = "Data Driven Constraints for the SVM",
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@inproceedings{bb109311,
        AUTHOR = "Bazavan, E.G. and Li, F.X. and Sminchisescu, C.",
        TITLE = "Fourier Kernel Learning",
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@inproceedings{bb109312,
        AUTHOR = "Gonzalez, F.A. and Bermeo, D. and Ramos, L. and Nasraoui, O.",
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@inproceedings{bb109313,
        AUTHOR = "Cohen, D.A. and Fernandez, E.A.",
        TITLE = "SVMTOCP: A Binary Tree Base SVM Approach through Optimal Multi-class
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@inproceedings{bb109314,
        AUTHOR = "Porro Munoz, D. and Duin, R.P.W. and Talavera, I.",
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@inproceedings{bb109315,
        AUTHOR = "Hernandez, N. and Biscay, R.J. and Talavera, I.",
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@inproceedings{bb109316,
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        TITLE = "A Functional Density-Based Nonparametric Approach for Statistical
Calibration",
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@inproceedings{bb109318,
        AUTHOR = "Veon, K.L. and Mahoor, M.H.",
        TITLE = "Localized support vector machines using Parzen window for incomplete
sets of categories",
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@inproceedings{bb109319,
        AUTHOR = "Wu, J. and Lin, Z.K. and Lu, M.Y.",
        TITLE = "Asymmetric semi-supervised boosting for SVM active learning in CBIR",
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@inproceedings{bb109320,
        AUTHOR = "Gripton, A. and Lu, W.P.",
        TITLE = "Kernel Domain Description with Incomplete Data:
Using Instance-Specific Margins to Avoid Imputation",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105689"}

@inproceedings{bb109321,
        AUTHOR = "Gao, J. and Hu, W.M. and Li, W. and Zhang, Z.F.M. and Wu, O.",
        TITLE = "Local Outlier Detection Based on Kernel Regression",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
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@inproceedings{bb109322,
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        TITLE = "Rare Class Classification by Support Vector Machine",
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        YEAR = "2010",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105691"}

@inproceedings{bb109323,
        AUTHOR = "Li, J. and Sun, S.L.",
        TITLE = "Nonlinear Combination of Multiple Kernels for Support Vector Machines",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2889-2892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105692"}

@inproceedings{bb109324,
        AUTHOR = "Wu, J. and Lu, M.Y. and Wang, C.L.",
        TITLE = "Enhancing SVM Active Learning for Image Retrieval Using Semi-supervised
Bias-Ensemble",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "3175-3178",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105693"}

@inproceedings{bb109325,
        AUTHOR = "Khan, N.M. and Ksantini, R. and Ahmad, I.S. and Boufama, B.",
        TITLE = "A New SVM + NDA Model for Improved Classification and Recognition",
        BOOKTITLE = ICIAR10,
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@inproceedings{bb109326,
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        TITLE = "Image classification via SVM using in-between universum samples",
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@inproceedings{bb109327,
        AUTHOR = "Banki, M.H. and Shirazi, A.A.B.",
        TITLE = "Using Wavelet Support Vector Machine for Classification of
Hyperspectral Images",
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@inproceedings{bb109328,
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        TITLE = "Learning Cascaded Reduced-Set SVMs Using Linear Programming",
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@inproceedings{bb109329,
        AUTHOR = "Sun, Z.C. and Liu, Z.G. and Liu, S.H. and Zhang, Y. and Yang, B.",
        TITLE = "Active Learning with Support Vector Machines in Remotely Sensed Image
Classification",
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@inproceedings{bb109330,
        AUTHOR = "Hai Yuan, L. and Sun, J.C.",
        TITLE = "A Modulation Type Recognition Method Using Wavelet Support Vector
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@inproceedings{bb109331,
        AUTHOR = "Nowozin, S. and Gehler, P.V. and Lampert, C.H.",
        TITLE = "On Parameter Learning in CRF-Based Approaches to Object Class Image
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@inproceedings{bb109332,
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        TITLE = "On Feature Combination for Multiclass Object Classification",
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@inproceedings{bb109333,
        AUTHOR = "Gehler, P.V. and Nowozin, S.",
        TITLE = "Let the kernel figure it out; Principled learning of pre-processing for
kernel classifiers",
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@inproceedings{bb109334,
        AUTHOR = "Basak, J.",
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@inproceedings{bb109335,
        AUTHOR = "Alpcan, T. and Bauckhage, C.",
        TITLE = "A discrete-time parallel update algorithm for distributed learning",
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@inproceedings{bb109336,
        AUTHOR = "Ilayaraja, P. and Neeba, N.V. and Jawahar, C.V.",
        TITLE = "Efficient implementation of SVM for large class problems",
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@inproceedings{bb109337,
        AUTHOR = "Nishida, K. and Fujiki, J. and Kurita, T.",
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@inproceedings{bb109338,
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        TITLE = "RANSAC-SVM for large-scale datasets",
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@inproceedings{bb109339,
        AUTHOR = "Tatarchuk, A. and Mottl, V. and Eliseyev, A. and Windridge, D.",
        TITLE = "Selectivity supervision in combining pattern-recognition modalities by
feature- and kernel-selective support vector machines",
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@inproceedings{bb109340,
        AUTHOR = "Mao, W.T. and Dong, L.L. and Zhang, G.",
        TITLE = "Weighted solution path algorithm of support vector regression for
abnormal data",
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@inproceedings{bb109341,
        AUTHOR = "Yu, X.D. and DeMenthon, D.F. and Doermann, D.",
        TITLE = "Support Vector Data Description for image categorization from Internet
images",
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@inproceedings{bb109342,
        AUTHOR = "Lienemann, K. and Plotz, T. and Fink, G.A.",
        TITLE = "SVM ensemble classification of NMR spectra based on different
configurations of data processing techniques",
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@inproceedings{bb109343,
        AUTHOR = "Habib, T. and Inglada, J. and Mercier, G. and Chanussot, J.",
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kernel series expansion",
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@inproceedings{bb109344,
        AUTHOR = "Sadeghi, M.T. and Samiei, M. and Kittler, J.V.",
        TITLE = "Selection and Fusion of Similarity Measure Based Classifiers Using
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@inproceedings{bb109345,
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@inproceedings{bb109346,
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@inproceedings{bb109347,
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@inproceedings{bb109348,
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@inproceedings{bb109349,
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@inproceedings{bb109350,
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@inproceedings{bb109351,
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@inproceedings{bb109352,
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@inproceedings{bb109353,
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@inproceedings{bb109354,
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@inproceedings{bb109355,
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@inproceedings{bb109356,
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@inproceedings{bb109358,
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@inproceedings{bb109359,
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@inproceedings{bb109360,
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@inproceedings{bb109361,
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@inproceedings{bb109362,
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@inproceedings{bb109363,
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@inproceedings{bb109366,
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        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105735"}

@inproceedings{bb109367,
        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#TT105736"}

@inproceedings{bb109368,
        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#TT105737"}

@inproceedings{bb109369,
        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#TT105738"}

@inproceedings{bb109370,
        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#TT105739"}

@inproceedings{bb109371,
        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#TT105740"}

@inproceedings{bb109372,
        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#TT105741"}

@inproceedings{bb109373,
        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#TT105742"}

@inproceedings{bb109374,
        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#TT105743"}

@inproceedings{bb109375,
        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#TT105744"}

@inproceedings{bb109376,
        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#TT105745"}

@inproceedings{bb109377,
        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#TT105746"}

@inproceedings{bb109378,
        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#TT105747"}

@inproceedings{bb109379,
        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#TT105748"}

@inproceedings{bb109380,
        AUTHOR = "Brun, A. and Westin, C.F. and Herberthson, M. and Knutsson, H.",
        TITLE = "Fast Manifold Learning Based on Riemannian Normal Coordinates",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "920-929",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT105749"}

@inproceedings{bb109381,
        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#TT105750"}

@inproceedings{bb109382,
        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#TT105751"}

@inproceedings{bb109383,
        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#TT105752"}

@inproceedings{bb109384,
        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#TT105753"}

@inproceedings{bb109385,
        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#TT105754"}

@inproceedings{bb109386,
        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#TT105755"}

@inproceedings{bb109387,
        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#TT105756"}

@inproceedings{bb109388,
        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#TT105757"}

@inproceedings{bb109389,
        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#TT105758"}

@inproceedings{bb109390,
        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#TT105759"}

@inproceedings{bb109391,
        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#TT105760"}

@inproceedings{bb109392,
        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#TT105761"}

@inproceedings{bb109393,
        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#TT105762"}

@inproceedings{bb109394,
        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#TT105763"}

@inproceedings{bb109395,
        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#TT105764"}

@inproceedings{bb109396,
        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#TT105765"}

@inproceedings{bb109397,
        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#TT105766"}

@inproceedings{bb109398,
        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#TT105767"}

@inproceedings{bb109399,
        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#TT105768"}

Last update:Aug 4, 2020 at 13:31:31