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@inproceedings{bb116327,
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@inproceedings{bb116333,
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@article{bb116335,
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@article{bb116336,
        AUTHOR = "Han, Y. and Lam, W. and Ling, C.X.",
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@article{bb116337,
        AUTHOR = "Jayadeva and Khemchandani, R. and Chandra, S.",
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@inproceedings{bb116338,
        AUTHOR = "Khemchandani, R. and Goyal, K. and Chandra, S.",
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@inproceedings{bb116339,
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@inproceedings{bb116340,
        AUTHOR = "Jayadeva and Shah, S. and Chandra, S.",
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@article{bb116341,
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@article{bb116342,
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@article{bb116343,
        AUTHOR = "Doumpos, M. and Zopounidis, C. and Golfinopoulou, V.",
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@article{bb116344,
        AUTHOR = "Chuang, C.C.",
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@article{bb116345,
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        TITLE = "Length-weighted string kernels for sequence data classification",
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@article{bb116346,
        AUTHOR = "Zingman, I. and Meir, R. and El Yaniv, R.",
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@article{bb116347,
        AUTHOR = "Bayro Corrochano, E. and Arana Daniel, N.",
        TITLE = "Theory and Applications of Clifford Support Vector Machines",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112616"}

@inproceedings{bb116348,
        AUTHOR = "Lopez Gonzalez, G. and Arana Daniel, N. and Bayro Corrochano, E.",
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@article{bb116349,
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        TITLE = "Reducing the number of sub-classifiers for pairwise multi-category
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@article{bb116351,
        AUTHOR = "Vretos, N. and Tefas, A. and Pitas, I.",
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@article{bb116352,
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@article{bb116353,
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@article{bb116354,
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@article{bb116355,
        AUTHOR = "Kang, W.S. and Choi, J.Y.",
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@article{bb116356,
        AUTHOR = "Li, D.F. and Hu, W.C. and Xiong, W. and Yang, J.B.",
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@article{bb116357,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
        TITLE = "Application of smoothing technique on twin support vector machines",
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@article{bb116358,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
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@article{bb116359,
        AUTHOR = "Yin, J.S. and Hu, D. and Zhou, Z.T.",
        TITLE = "Noisy manifold learning using neighborhood smoothing embedding",
        JOURNAL = PRL,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112628"}

@article{bb116360,
        AUTHOR = "Guo, S.M. and Chen, L.C. and Tsai, J.S.H.",
        TITLE = "A boundary method for outlier detection based on support vector domain
description",
        JOURNAL = PR,
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        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "77-83",
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@article{bb116361,
        AUTHOR = "Wang, L. and Xue, P. and Chan, K.L.",
        TITLE = "Two Criteria for Model Selection in Multiclass Support Vector Machines",
        JOURNAL = SMC-B,
        VOLUME = "38",
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        NUMBER = "6",
        MONTH = "December",
        PAGES = "1432-1448",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112630"}

@article{bb116362,
        AUTHOR = "Wu, K.P. and Wang, S.D.",
        TITLE = "Choosing the kernel parameters for support vector machines by the
inter-cluster distance in the feature space",
        JOURNAL = PR,
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        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "710-717",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112631"}

@article{bb116363,
        AUTHOR = "Zhao, Y.P. and Sun, J.G.",
        TITLE = "Recursive reduced least squares support vector regression",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "837-842",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112632"}

@article{bb116364,
        AUTHOR = "Filippi, A.M. and Archibald, R.",
        TITLE = "Support Vector Machine-Based Endmember Extraction",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "771-791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112633"}

@article{bb116365,
        AUTHOR = "Liang, X. and Wang, C.",
        TITLE = "Separating hypersurfaces of SVMs in input spaces",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "469-476",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112634"}

@article{bb116366,
        AUTHOR = "Mu, T. and Nandi, A.K.",
        TITLE = "Multiclass Classification Based on Extended Support Vector Data
Description",
        JOURNAL = SMC-B,
        VOLUME = "39",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "October",
        PAGES = "1206-1216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112635"}

@article{bb116367,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-correlation wavelet support vector machine",
        JOURNAL = IVC,
        VOLUME = "27",
        YEAR = "2009",
        NUMBER = "8",
        MONTH = "July",
        PAGES = "1040-1046",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112636"}

@inproceedings{bb116368,
        AUTHOR = "Chen, G.Y. and Dudek, G.",
        TITLE = "Auto-Correlation Wavelet Support Vector Machine and Its Applications to
Regression",
        BOOKTITLE = CRV05,
        YEAR = "2005",
        PAGES = "246-252",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112637"}

@article{bb116369,
        AUTHOR = "Chen, J. and Wang, C. and Wang, R.",
        TITLE = "Using Stacked Generalization to Combine SVMs in Magnitude and Shape
Feature Spaces for Classification of Hyperspectral Data",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "2193-2205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112638"}

@article{bb116370,
        AUTHOR = "Peleg, D. and Meir, R.",
        TITLE = "A sparsity driven kernel machine based on minimizing a generalization
error bound",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2607-2614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112639"}

@article{bb116371,
        AUTHOR = "Tuia, D. and Pacifici, F. and Kanevski, M. and Emery, W.J.",
        TITLE = "Classification of Very High Spatial Resolution Imagery Using
Mathematical Morphology and Support Vector Machines",
        JOURNAL = GeoRS,
        VOLUME = "47",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3866-3879",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112640"}

@article{bb116372,
        AUTHOR = "Zhao, W.Z. and Du, S.H. and Wang, Q. and Emery, W.J.",
        TITLE = "Contextually guided very-high-resolution imagery classification with
semantic segments",
        JOURNAL = PandRS,
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        YEAR = "2017",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112641"}

@article{bb116373,
        AUTHOR = "Tuia, D. and Camps Valls, G. and Matasci, G. and Kanevski, M.",
        TITLE = "Learning Relevant Image Features with Multiple-Kernel Classification",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3780-3791",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112642"}

@article{bb116374,
        AUTHOR = "Volpi, M. and Tuia, D. and Kanevski, M.",
        TITLE = "Memory-Based Cluster Sampling for Remote Sensing Image Classification",
        JOURNAL = GeoRS,
        VOLUME = "50",
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        NUMBER = "8",
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        PAGES = "3096-3106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112643"}

@article{bb116375,
        AUTHOR = "Matasci, G. and Volpi, M. and Kanevski, M. and Bruzzone, L. and Tuia, D.",
        TITLE = "Semisupervised Transfer Component Analysis for Domain Adaptation in
Remote Sensing Image Classification",
        JOURNAL = GeoRS,
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "3550-3564",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112644"}

@article{bb116376,
        AUTHOR = "Huang, X. and Shi, L. and Suykens, J.A.K.",
        TITLE = "Support Vector Machine Classifier With Pinball Loss",
        JOURNAL = PAMI,
        VOLUME = "36",
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        NUMBER = "5",
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        PAGES = "984-997",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112645"}

@article{bb116377,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "Object classification by fusing SVMs and Gaussian mixtures",
        JOURNAL = PR,
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        NUMBER = "7",
        MONTH = "July",
        PAGES = "2476-2484",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112646"}

@inproceedings{bb116378,
        AUTHOR = "Deselaers, T. and Heigold, G. and Ney, H.",
        TITLE = "SVMs, Gaussian mixtures, and their generative/discriminative fusion",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112647"}

@inproceedings{bb116379,
        AUTHOR = "Weyand, T. and Deselaers, T. and Ney, H.",
        TITLE = "Log-linear Mixtures for Object Class Recognition",
        BOOKTITLE = BMVC09,
        YEAR = "2009",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112648"}

@article{bb116380,
        AUTHOR = "Munoz, A. and Gonzalez, J.",
        TITLE = "Representing Functional Data Using Support Vector Machines",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "6",
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        PAGES = "511-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112649"}

@inproceedings{bb116381,
        AUTHOR = "Gonzalez, J. and Munoz, A.",
        TITLE = "Representing Functional Data Using Support Vector Machines",
        BOOKTITLE = CIARP08,
        YEAR = "2008",
        PAGES = "332-339",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112649"}

@inproceedings{bb116382,
        AUTHOR = "Munoz, A. and Gonzalez, J. and de Diego, I.M.",
        TITLE = "Local Linear Approximation for Kernel Methods: The Railway Kernel",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
        PAGES = "936-944",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112650"}

@inproceedings{bb116383,
        AUTHOR = "Moguerza, J.M. and Munoz, A. and de Diego, I.M.",
        TITLE = "Fusion of Gaussian Kernels Within Support Vector Classification",
        BOOKTITLE = CIARP06,
        YEAR = "2006",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112651"}

@article{bb116384,
        AUTHOR = "Lin, H.J. and Yeh, J.P.",
        TITLE = "A hybrid optimization strategy for simplifying the solutions of support
vector machines",
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        NUMBER = "7",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112652"}

@article{bb116385,
        AUTHOR = "Wang, X.M. and Chung, F.L. and Wang, S.T.",
        TITLE = "On minimum class locality preserving variance support vector machine",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "2753-2762",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112653"}

@article{bb116386,
        AUTHOR = "Glasmachers, T. and Igel, C.",
        TITLE = "Maximum Likelihood Model Selection for 1-Norm Soft Margin SVMs with
Multiple Parameters",
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        VOLUME = "32",
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        NUMBER = "8",
        MONTH = "August",
        PAGES = "1522-1528",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112654"}

@article{bb116387,
        AUTHOR = "Cevikalp, H.",
        TITLE = "New clustering algorithms for the support vector machine based
hierarchical classification",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1285-1291",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112655"}

@article{bb116388,
        AUTHOR = "Saha, S.K. and Narayan, S. and Sarkar, S. and Mitra, P.",
        TITLE = "A composite kernel for named entity recognition",
        JOURNAL = PRL,
        VOLUME = "31",
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        NUMBER = "12",
        MONTH = "September",
        PAGES = "1591-1597",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112656"}

@article{bb116389,
        AUTHOR = "Kumar, M.A. and Gopal, M.",
        TITLE = "A hybrid SVM based decision tree",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "3977-3987",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112657"}

@article{bb116390,
        AUTHOR = "Giacco, F. and Thiel, C. and Pugliese, L. and Scarpetta, S. and Marinaro, M.",
        TITLE = "Uncertainty Analysis for the Classification of Multispectral Satellite
Images Using SVMs and SOMs",
        JOURNAL = GeoRS,
        VOLUME = "48",
        YEAR = "2010",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "3769-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112658"}

@article{bb116391,
        AUTHOR = "Huang, K.Z. and Zheng, D.N. and Sun, J. and Hotta, Y. and Fujimoto, K. and Naoi, S.",
        TITLE = "Sparse learning for support vector classification",
        JOURNAL = PRL,
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        NUMBER = "13",
        MONTH = "October",
        PAGES = "1944-1951",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112659"}

@article{bb116392,
        AUTHOR = "Ye, Q. and Zhao, C.X. and Ye, N. and Chen, Y.",
        TITLE = "Multi-weight vector projection support vector machines",
        JOURNAL = PRL,
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        NUMBER = "13",
        MONTH = "October",
        PAGES = "2006-2011",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112660"}

@article{bb116393,
        AUTHOR = "Ye, Q. and Ye, N. and Yin, T.M.",
        TITLE = "Enhanced multi-weight vector projection support vector machine",
        JOURNAL = PRL,
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        YEAR = "2014",
        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112661"}

@article{bb116394,
        AUTHOR = "Bovolo, F. and Bruzzone, L. and Carlin, L.",
        TITLE = "A Novel Technique for Subpixel Image Classification Based on Support
Vector Machine",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2983-2999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112662"}

@article{bb116395,
        AUTHOR = "Ertekin, S. and Bottou, L. and Giles, C.L.",
        TITLE = "Nonconvex Online Support Vector Machines",
        JOURNAL = PAMI,
        VOLUME = "33",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "368-381",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112663"}

@article{bb116396,
        AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y.",
        TITLE = "A novel classifier based on shortest feature line segment",
        JOURNAL = PRL,
        VOLUME = "32",
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        NUMBER = "3",
        MONTH = "February",
        PAGES = "485-493",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112664"}

@inproceedings{bb116397,
        AUTHOR = "Han, D.Q. and Han, C.Z. and Yang, Y. and Liu, Y. and Mao, W.T.",
        TITLE = "Pre-extracting method for SVM classification based on the
non-parametric K-NN rule",
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        YEAR = "2008",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112665"}

@article{bb116398,
        AUTHOR = "Chang, C.C. and Chien, L.J. and Lee, Y.J.",
        TITLE = "A novel framework for multi-class classification via ternary smooth
support vector machine",
        JOURNAL = PR,
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        YEAR = "2011",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1235-1244",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112666"}

@article{bb116399,
        AUTHOR = "Guo, L.H. and Jin, L.W.",
        TITLE = "Laplacian Support Vector Machines with Multi-Kernel Learning",
        JOURNAL = IEICE,
        VOLUME = "E94-D",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern633.html#TT112667"}

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