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"Effective Dimensionality Reduction Based on Support Vector Machine", BOOKTITLE = ICPR10, YEAR = "2010", PAGES = "173-176", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634fs1.html#TT132143"} @inproceedings{bb136110, 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#TT132144"} @inproceedings{bb136111, 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#TT132145"} @inproceedings{bb136112, 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#TT132146"} @inproceedings{bb136113, 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#TT132147"} @article{bb136114, 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#TT132148"} @article{bb136115, 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#TT132149"} @article{bb136116, 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#TT132150"} @article{bb136117, 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#TT132151"} @article{bb136118, 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#TT132152"} @article{bb136119, 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#TT132153"} @inproceedings{bb136120, 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#TT132154"} @article{bb136121, AUTHOR = "Huang, G.X. and Chen, H.F. and Zhou, Z.L. and Yin, F. and Guo, K.", TITLE = "Two-class support vector data description", JOURNAL = PR, VOLUME = "44", YEAR = "2011", NUMBER = "2", MONTH = "February", PAGES = "320-329", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132155"} @article{bb136122, AUTHOR = "Bilgin, G. and Erturk, S. and Yildirim, T.", TITLE = "Segmentation of Hyperspectral Images via Subtractive Clustering and Cluster Validation Using One-Class Support Vector Machines", JOURNAL = GeoRS, VOLUME = "49", YEAR = "2011", NUMBER = "8", MONTH = "August", PAGES = "2936-2944", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132156"} @article{bb136123, AUTHOR = "Tohme, M. and Lengelle, R.", TITLE = "Maximum Margin One Class Support Vector Machines for multiclass problems", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "13", MONTH = "October", PAGES = "1652-1658", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132157"} @article{bb136124, AUTHOR = "Cyganek, B.", TITLE = "One-Class Support Vector Ensembles for Image Segmentation and Classification", JOURNAL = JMIV, VOLUME = "42", YEAR = "2012", NUMBER = "2-3", MONTH = "February", 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"5", MONTH = "May", PAGES = "927-939", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132168"} @article{bb136135, AUTHOR = "Dufrenois, F. and Noyer, J.C.", TITLE = "One class proximal support vector machines", JOURNAL = PR, VOLUME = "52", YEAR = "2016", NUMBER = "1", PAGES = "96-112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132169"} @article{bb136136, AUTHOR = "Liu, Y. and Zhang, B. and Chen, B. and Yang, Y.D.", TITLE = "Robust solutions to fuzzy one-class support vector machine", JOURNAL = PRL, VOLUME = "71", YEAR = "2016", NUMBER = "1", PAGES = "73-77", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132170"} @article{bb136137, AUTHOR = "Erfani, S.M. and Rajasegarar, S. and Karunasekera, S. and Leckie, C.", TITLE = "High-dimensional and large-scale anomaly detection using a linear one-class SVM with deep learning", JOURNAL = PR, VOLUME = "58", YEAR = "2016", NUMBER = "1", PAGES = "121-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132171"} @article{bb136138, AUTHOR = "Wu, T. and Liang, Y.C. and Varela, R. and Wu, C.G. and Zhao, G.Z. and Han, X.S.", TITLE = "Self-adaptive SVDD integrated with AP clustering for one-class classification", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "232-238", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132172"} @article{bb136139, AUTHOR = "Xiao, Y.C. and Wang, H.G. and Xu, W.L.", TITLE = "Ramp Loss based robust one-class SVM", JOURNAL = PRL, VOLUME = "85", YEAR = "2017", NUMBER = "1", PAGES = "15-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132173"} @article{bb136140, AUTHOR = "Wang, S.Q. and Liu, Q.A. and Zhu, E. and Porikli, F.M. and Yin, J.P.", TITLE = "Hyperparameter selection of one-class support vector machine by self-adaptive data shifting", JOURNAL = PR, VOLUME = "74", YEAR = "2018", NUMBER = "1", PAGES = "198-211", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132174"} @article{bb136141, AUTHOR = "Xue, Y.J. and Beauseroy, P.", TITLE = "Transfer learning for one class SVM adaptation to limited data distribution change", JOURNAL = PRL, VOLUME = "100", YEAR = "2017", NUMBER = "1", PAGES = "117-123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132175"} @inproceedings{bb136142, AUTHOR = "Xue, Y.J. and Beauseroy, P.", TITLE = "Multi-task learning for one-class SVM with additional new features", BOOKTITLE = ICPR16, YEAR = "2016", PAGES = "1571-1576", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132176"} @article{bb136143, AUTHOR = "Zhang, W. and Du, L. and Li, L. and Zhang, X.F. and Liu, H.W.", TITLE = "Infinite Bayesian one-class support vector machine based on Dirichlet process mixture clustering", JOURNAL = PR, VOLUME = "78", YEAR = "2018", PAGES = "56-78", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132177"} @article{bb136144, AUTHOR = "Xing, H.J. and Ji, M.", TITLE = "Robust one-class support vector machine with rescaled hinge loss function", JOURNAL = PR, VOLUME = "84", YEAR = "2018", PAGES = "152-164", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132178"} @article{bb136145, AUTHOR = "Xing, H.J. and Li, L.F.", TITLE = "Robust least squares one-class support vector machine", JOURNAL = PRL, VOLUME = "138", YEAR = "2020", PAGES = "571-578", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132179"} @article{bb136146, AUTHOR = "Xing, H.J. and He, Z.C.", TITLE = "Adaptive loss function based least squares one-class support vector machine", JOURNAL = PRL, VOLUME = "156", YEAR = "2022", PAGES = "174-182", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132180"} @article{bb136147, AUTHOR = "Kefi Fatteh, T. and Ksantini, R. and Kaaniche, M.B. and Bouhoula, A.", TITLE = "A novel incremental one-class support vector machine based on low variance direction", JOURNAL = PR, VOLUME = "91", YEAR = "2019", PAGES = "308-321", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132181"} @article{bb136148, AUTHOR = "Cherian, A. and Wang, J.", TITLE = "Generalized One-Class Learning Using Pairs of Complementary Classifiers", JOURNAL = PAMI, VOLUME = "44", YEAR = "2022", NUMBER = "10", MONTH = "October", PAGES = "6993-7009", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132182"} @article{bb136149, AUTHOR = "Rahimzadeh Arashloo, S.", TITLE = "lp-Norm Support Vector Data Description", JOURNAL = PR, VOLUME = "132", YEAR = "2022", PAGES = "108930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132183"} @article{bb136150, AUTHOR = "Xing, H.J. and Zhang, P.P.", TITLE = "Contrastive deep support vector data description", JOURNAL = PR, VOLUME = "143", YEAR = "2023", PAGES = "109820", 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P.J. and Chang, H.J. and Choi, J.Y.", TITLE = "Fast incremental learning for one-class support vector classifier using sample margin information", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132188"} @inproceedings{bb136155, AUTHOR = "Labusch, K. and Timm, F. and Martinetz, T.", TITLE = "Simple Incremental One-Class Support Vector Classification", BOOKTITLE = DAGM08, YEAR = "2008", PAGES = "xx-yy", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132189"} @inproceedings{bb136156, AUTHOR = "Martinetz, T.", TITLE = "MinOver Revisited for Incremental Support-Vector-Classification", BOOKTITLE = DAGM04, YEAR = "2004", PAGES = "187-194", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634oc1.html#TT132190"} @article{bb136157, AUTHOR = "Cortes, C. and Vapnik, V.", TITLE = "Support-Vector Networks", JOURNAL = MachLearn, VOLUME = "20", YEAR = "1995", NUMBER = "3", PAGES = "273-297", 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"http://www.visionbib.com/bibliography/pattern634sur1.html#TT132195"} @book{bb136162, AUTHOR = "Scholkopf, B.", TITLE = "Support Vector Machines", PUBLISHER = "Oldenbourg Verlag", YEAR = "1997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132196"} @inproceedings{bb136163, AUTHOR = "Scholkopf, B.", TITLE = "Support Vector Learning", BOOKTITLE = "R. Oldenbourg Verlag", YEAR = "1997", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132197"} @article{bb136164, AUTHOR = "Scholkopf, B. and Smola, A.J. and Muller, K.R. and Bartlett, P.L.", TITLE = "New Support Vector Algorithms", JOURNAL = NeurComp, VOLUME = "12", YEAR = "2000", PAGES = "1207-1245", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132198"} @article{bb136165, AUTHOR = "Cristianini, N. and Scholkopf, B.", TITLE = "Support Vector Machines and Kernel Methods: The New Generation of Learning Machines", JOURNAL = AIMag, VOLUME = "23", YEAR = "2002", NUMBER = "3", PAGES = "31-41", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132199"} @inproceedings{bb136166, AUTHOR = "Kienzle, W. and Bakir, G.H. and Franz, M.O. and Scholkopf, B.", TITLE = "Efficient Approximations for Support Vector Machines in Object Detection", BOOKTITLE = DAGM04, YEAR = "2004", PAGES = "54-61", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132200"} @book{bb136167, AUTHOR = "Cristianini, N. and Shawe Taylor, J.", TITLE = "An Introduction to Support Vector Machines", PUBLISHER = "Cambridge University Press", YEAR = "2000", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132201"} @article{bb136168, AUTHOR = "Chapelle, O. and Haffner, P. and Vapnik, V.", TITLE = "Support Vector Machines for Histogram-Based Image Classification", JOURNAL = TNN, VOLUME = "10", YEAR = "1999", NUMBER = "5", MONTH = "May", PAGES = "1055-1064", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132202"} @article{bb136169, AUTHOR = "Morra, J.H. and Tu, Z. and Apostolova, L.G. and Green, A.E. and Toga, A.W. and Thompson, P.M.", TITLE = "Comparison of AdaBoost and Support Vector Machines for Detecting Alzheimer's Disease Through Automated Hippocampal Segmentation", JOURNAL = MedImg, VOLUME = "29", YEAR = "2010", NUMBER = "1", MONTH = "January", 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@article{bb136173, AUTHOR = "Low, F. and Michel, U. and Dech, S. and Conrad, C.", TITLE = "Impact of feature selection on the accuracy and spatial uncertainty of per-field crop classification using Support Vector Machines", JOURNAL = PandRS, VOLUME = "85", YEAR = "2013", NUMBER = "1", PAGES = "102-119", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132207"} @article{bb136174, AUTHOR = "Low, F. and Knofel, P. and Conrad, C.", TITLE = "Analysis of uncertainty in multi-temporal object-based classification", JOURNAL = PandRS, VOLUME = "105", YEAR = "2015", NUMBER = "1", PAGES = "91-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern634sur1.html#TT132208"} @article{bb136175, AUTHOR = "Low, F. and Duveiller, G. and Conrad, C. and Michel, U.", TITLE = "Impact of Categorical and Spatial Scale on Supervised Crop Classification using Remote Sensing", JOURNAL = PFG, VOLUME = "2015", YEAR = "2015", NUMBER = "1", PAGES = "7-20", BIBSOURCE = 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