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posteriors in neighborhoods",
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@article{bb137101,
        AUTHOR = "Kawaguchi, S. and Nishii, R.",
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Decision Stumps",
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@article{bb137102,
        AUTHOR = "Opelt, A. and Pinz, A. and Fussenegger, M. and Auer, P.",
        TITLE = "Generic Object Recognition with Boosting",
        JOURNAL = PAMI,
        VOLUME = "28",
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        NUMBER = "3",
        MONTH = "March",
        PAGES = "416-431",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133133"}

@inproceedings{bb137103,
        AUTHOR = "Opelt, A. and Fussenegger, M. and Pinz, A. and Auer, P.",
        TITLE = "Weak Hypotheses and Boosting for Generic Object Detection and
Recognition",
        BOOKTITLE = ECCV04,
        YEAR = "2004",
        PAGES = "Vol II: 71-84",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133134"}

@inproceedings{bb137104,
        AUTHOR = "Opelt, A. and Pinz, A.",
        TITLE = "Object Localization with Boosting and Weak Supervision for Generic
Object Recognition",
        BOOKTITLE = SCIA05,
        YEAR = "2005",
        PAGES = "862-871",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133135"}

@inproceedings{bb137105,
        AUTHOR = "Fussenegger, M. and Opelt, A. and Pinz, A. and Auer, P.",
        TITLE = "Object recognition using segmentation for feature detection",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 41-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133136"}

@inproceedings{bb137106,
        AUTHOR = "Fussenegger, M. and Opelt, A. and Pinz, A.",
        TITLE = "Object localization/segmentation using generic shape priors",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 41-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133137"}

@article{bb137107,
        AUTHOR = "Opelt, A. and Pinz, A. and Zisserman, A.",
        TITLE = "Learning an Alphabet of Shape and Appearance for Multi-Class Object
Detection",
        JOURNAL = IJCV,
        VOLUME = "80",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "October",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133138"}

@inproceedings{bb137108,
        AUTHOR = "Opelt, A. and Pinz, A. and Zisserman, A.",
        TITLE = "Incremental learning of object detectors using a visual shape alphabet",
        BOOKTITLE = CVPR06,
        YEAR = "2006",
        PAGES = "I: 3-10",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133139"}

@inproceedings{bb137109,
        AUTHOR = "Opelt, A. and Pinz, A. and Zisserman, A.",
        TITLE = "A Boundary-Fragment-Model for Object Detection",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "II: 575-588",
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@article{bb137110,
        AUTHOR = "Wang, X. and Wang, H.",
        TITLE = "Classification by evolutionary ensembles",
        JOURNAL = PR,
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        YEAR = "2006",
        NUMBER = "4",
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@article{bb137111,
        AUTHOR = "McDonald, R.A.",
        TITLE = "The mean subjective utility score, a novel metric for cost-sensitive
classifier evaluation",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "13",
        MONTH = "October",
        PAGES = "1472-1477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133142"}

@article{bb137112,
        AUTHOR = "Sun, Y.J. and Todorovic, S. and Li, J.",
        TITLE = "Unifying multi-class AdaBoost algorithms with binary base learners
under the margin framework",
        JOURNAL = PRL,
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        YEAR = "2007",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "631-643",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133143"}

@article{bb137113,
        AUTHOR = "Le, D.D. and Satoh, S.",
        TITLE = "Ent-Boost: Boosting Using Entropy Measures for Robust Object Detection",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1083-1090",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133144"}

@inproceedings{bb137114,
        AUTHOR = "Satoh, S. and Le, D.D.",
        TITLE = "Ent-Boost: Boosting Using Entropy Measures for Robust Object Detection",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "II: 602-605",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133144"}

@article{bb137115,
        AUTHOR = "Pham, T.V. and Smeulders, A.W.M.",
        TITLE = "Quadratic boosting",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "331-341",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133145"}

@inproceedings{bb137116,
        AUTHOR = "Pham, T.V. and Smeulders, A.W.M.",
        TITLE = "Metric tree partitioning and Taylor approximation for fast support
vector classification",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 132-135",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133146"}

@article{bb137117,
        AUTHOR = "Verschae, R. and Ruiz del Solar, J. and Correa, M.",
        TITLE = "A unified learning framework for object detection and classification
using nested cascades of boosted classifiers",
        JOURNAL = MVA,
        VOLUME = "19",
        YEAR = "2008",
        NUMBER = "2",
        MONTH = "March",
        PAGES = "85-103",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133147"}

@article{bb137118,
        AUTHOR = "Rodriguez, J.J. and Maudes, J.",
        TITLE = "Boosting recombined weak classifiers",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "1049-1059",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133148"}

@article{bb137119,
        AUTHOR = "Zhang, C.X. and Zhang, J.S.",
        TITLE = "RotBoost: A technique for combining Rotation Forest and AdaBoost",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "July",
        PAGES = "1524-1536",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133149"}

@article{bb137120,
        AUTHOR = "Furst, L. and Fidler, S. and Leonardis, A.",
        TITLE = "Selecting features for object detection using an Adaboost-compatible
evaluation function",
        JOURNAL = PRL,
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        YEAR = "2008",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1603-1612",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133150"}

@article{bb137121,
        AUTHOR = "Fleuret, F.",
        TITLE = "Multi-layer boosting for pattern recognition",
        JOURNAL = PRL,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133151"}

@article{bb137122,
        AUTHOR = "Sochman, J. and Matas, J.G.",
        TITLE = "Learning Fast Emulators of Binary Decision Processes",
        JOURNAL = IJCV,
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        NUMBER = "2",
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@inproceedings{bb137123,
        AUTHOR = "Sochman, J. and Matas, J.G.",
        TITLE = "Learning a Fast Emulator of a Binary Decision Process",
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@inproceedings{bb137124,
        AUTHOR = "Sochman, J. and Matas, J.G.",
        TITLE = "WaldBoost: Learning for Time Constrained Sequential Detection",
        BOOKTITLE = CVPR05,
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        PAGES = "II: 150-156",
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@inproceedings{bb137125,
        AUTHOR = "Sochman, J. and Matas, J.G.",
        TITLE = "Inter-stage feature propagation in cascade building with adaboost",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
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@article{bb137126,
        AUTHOR = "Lu, Y.J. and Tian, Q.",
        TITLE = "Discriminant Subspace Analysis: An Adaptive Approach for Image
Classification",
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@inproceedings{bb137127,
        AUTHOR = "Lu, Y.J. and Tian, Q. and Huan, T.S.",
        TITLE = "Interactive Boosting for Image Classification",
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@article{bb137128,
        AUTHOR = "Gao, C.X. and Sang, N. and Tang, Q.L.",
        TITLE = "On selection and combination of weak learners in AdaBoost",
        JOURNAL = PRL,
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@article{bb137129,
        AUTHOR = "Chen, K.T. and Lin, K.H. and Kuo, Y.H. and Wu, Y.L. and Hsu, W.H.",
        TITLE = "Boosting image object retrieval and indexing by automatically
discovered pseudo-objects",
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        NUMBER = "8",
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        PAGES = "815-825",
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@inproceedings{bb137130,
        AUTHOR = "Lin, K.H. and Chen, K.T. and Hsu, W.H. and Lee, C.J. and Li, T.H.",
        TITLE = "Boosting object retrieval by estimating pseudo-objects",
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@article{bb137131,
        AUTHOR = "Shen, C.H. and Li, H.X.",
        TITLE = "On the Dual Formulation of Boosting Algorithms",
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@inproceedings{bb137132,
        AUTHOR = "Li, H.X. and Shen, C.H.",
        TITLE = "Boosting the Minimum Margin: LPBoost vs. AdaBoost",
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@inproceedings{bb137133,
        AUTHOR = "Shen, C.H. and Wang, P. and Li, H.X.",
        TITLE = "LACBoost and FisherBoost: Optimally Building Cascade Classifiers",
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@article{bb137134,
        AUTHOR = "Chen, S. and Wang, J.Q. and Ouyang, Y. and Wang, B. and Xu, C.S. and Lu, H.Q.",
        TITLE = "Boosting part-sense multi-feature learners toward effective object
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@inproceedings{bb137135,
        AUTHOR = "Wang, P. and Shen, C.H. and Barnes, N.M. and Zheng, H. and Ren, Z.",
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        YEAR = "2010",
        PAGES = "I: 176-188",
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@inproceedings{bb137136,
        AUTHOR = "Hao, Z.H. and Shen, C.H. and Barnes, N.M. and Wang, B.",
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        BOOKTITLE = ACCV10,
        YEAR = "2010",
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@inproceedings{bb137137,
        AUTHOR = "Shen, C.H. and Hao, Z.H.",
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@article{bb137138,
        AUTHOR = "Zhou, J. and Fu, Z.Y. and Robles Kelly, A.",
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@inproceedings{bb137139,
        AUTHOR = "Zhou, J. and Fu, Z.Y. and Robles Kelly, A.",
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@inproceedings{bb137140,
        AUTHOR = "Fu, Z.Y. and Caelli, T.M. and Liu, N.J. and Robles Kelly, A.",
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@inproceedings{bb137141,
        AUTHOR = "Zhang, K. and Jin, H.D. and Fu, Z.Y. and Liu, N.J.",
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@article{bb137142,
        AUTHOR = "Landesa Vazquez, I. and Alba Castro, J.L.",
        TITLE = "Shedding light on the asymmetric learning capability of AdaBoost",
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@article{bb137143,
        AUTHOR = "Shen, C.H. and Wang, P. and Shen, F.M. and Wang, H.Z.",
        TITLE = "U_Boost: Boosting with the Universum",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133173"}

@article{bb137144,
        AUTHOR = "Ribeiro, P.C. and Moreno, P. and Santos Victor, J.",
        TITLE = "Introducing fuzzy decision stumps in boosting through the notion of
neighbourhood",
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        NUMBER = "3",
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@inproceedings{bb137145,
        AUTHOR = "Moreno, P. and Ribeiro, P.C. and Santos Victor, J.",
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        YEAR = "2011",
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@article{bb137146,
        AUTHOR = "Cao, J.J. and Kwong, S. and Wang, R.",
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        NUMBER = "12",
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@article{bb137147,
        AUTHOR = "Saberian, M.J. and Vasconcelos, N.M.",
        TITLE = "Learning Optimal Embedded Cascades",
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        NUMBER = "10",
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        PAGES = "2005-2018",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133177"}

@inproceedings{bb137148,
        AUTHOR = "Saberian, M.J. and Vasconcelos, N.M.",
        TITLE = "Boosting algorithms for simultaneous feature extraction and selection",
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        YEAR = "2012",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133178"}

@inproceedings{bb137149,
        AUTHOR = "Saberian, M.J. and Masnadi Shirazi, H. and Vasconcelos, N.M.",
        TITLE = "TaylorBoost:
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@inproceedings{bb137150,
        AUTHOR = "Moghimi, M. and Belongie, S.J. and Saberian, M.J. and Yang, J. and Vasconcelos, N.M. and Li, L.J.",
        TITLE = "Boosted Convolutional Neural Networks",
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@article{bb137151,
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@article{bb137152,
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        NUMBER = "3",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133182"}

@article{bb137153,
        AUTHOR = "Paisitkriangkrai, S. and Shen, C.H. and van den Hengel, A.J.",
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@article{bb137154,
        AUTHOR = "Paisitkriangkrai, S. and Wu, L. and Shen, C.H. and van den Hengel, A.J.",
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@inproceedings{bb137155,
        AUTHOR = "Paisitkriangkrai, S. and Shen, C.H. and van den Hengel, A.J.",
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@article{bb137156,
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Boosting Methods for Predicting Structured Output Variables",
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@article{bb137157,
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@inproceedings{bb137158,
        AUTHOR = "Lin, G.S. and Shen, C.H. and van den Hengel, A.J. and Suter, D.",
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@article{bb137159,
        AUTHOR = "Liu, X. and Shi, Z.P. and Shi, Z.Z.",
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with 1st and 2nd order features",
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@inproceedings{bb137160,
        AUTHOR = "Liu, X. and Shi, Z.P. and Shi, Z.Z.",
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@article{bb137162,
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@article{bb137163,
        AUTHOR = "Wu, S. and Nagahashi, H.",
        TITLE = "Parameterized AdaBoost:
Introducing a Parameter to Speed Up the Training of Real AdaBoost",
        JOURNAL = SPLetters,
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@article{bb137164,
        AUTHOR = "Xu, J.S. and Wu, Q.A. and Zhang, J. and Tang, Z.M.",
        TITLE = "Exploiting Universum data in AdaBoost using gradient descent",
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        AUTHOR = "Zhang, L. and Gao, Y. and Hong, C. and Feng, Y. and Zhu, J. and Cai, D.",
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Multimodal Recognition",
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@article{bb137166,
        AUTHOR = "Tokarczyk, P. and Wegner, J.D. and Walk, S. and Schindler, K.",
        TITLE = "Features, Color Spaces, and Boosting:
New Insights on Semantic Classification of Remote Sensing Images",
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@article{bb137167,
        AUTHOR = "Nie, Q.F. and Jin, L. and Fei, S.",
        TITLE = "Probability estimation for multi-class classification using AdaBoost",
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@article{bb137168,
        AUTHOR = "Yu, Z.W. and Li, L. and Liu, J.M. and Han, G.Q.",
        TITLE = "Hybrid Adaptive Classifier Ensemble",
        JOURNAL = Cyber,
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@inproceedings{bb137169,
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        TITLE = "Multi-view Based AdaBoost Classifier Ensemble for Class Prediction
from Gene Expression Profiles",
        BOOKTITLE = ICPR14,
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@article{bb137170,
        AUTHOR = "Zhang, Z.M. and Torr, P.H.S.",
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@inproceedings{bb137171,
        AUTHOR = "Zhang, Z.M. and Warrell, J. and Torr, P.H.S.",
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@inproceedings{bb137172,
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@inproceedings{bb137173,
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@article{bb137174,
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@article{bb137176,
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Cardinality-Based Markov Networks",
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@inproceedings{bb137177,
        AUTHOR = "Hajimirsadeghi, H. and Mori, G.",
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with Latent Variables",
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@inproceedings{bb137178,
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@article{bb137179,
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@article{bb137180,
        AUTHOR = "Sabzevari, M. and Martinez Munoz, G. and Suarez, A.",
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@article{bb137181,
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        TITLE = "Boosting Few-Shot Hyperspectral Image Classification Using
Pseudo-Label Learning",
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@article{bb137182,
        AUTHOR = "Zhou, F. and Wei, W. and Zhang, L. and Zhang, Y.N.",
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@article{bb137183,
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@article{bb137184,
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        TITLE = "Boosting Hyperspectral Image Classification With Unsupervised Feature
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        TITLE = "KGBoost: A classification-based knowledge base completion method with
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@article{bb137186,
        AUTHOR = "Patel, A.M. and Suthar, A.",
        TITLE = "AdaBoosted Extra Trees Classifier for Object-Based Multispectral Image
Classification of Urban Fringe Area",
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        NUMBER = "3 2022",
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@article{bb137187,
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@article{bb137188,
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@inproceedings{bb137189,
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@inproceedings{bb137190,
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@inproceedings{bb137191,
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@inproceedings{bb137192,
        AUTHOR = "Zeng, Q.J. and Xie, Y.T. and Lu, Z. and Xia, Y.",
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Pseudo-Loss Estimation and Feature Adversarial Training",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern635.html#TT133222"}

@inproceedings{bb137193,
        AUTHOR = "Zhang, Z.D. and Xue, Z.Y. and Chen, Y. and Liu, S. and Zhang, Y.L. and Liu, J. and Zhang, M.",
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@inproceedings{bb137194,
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@inproceedings{bb137195,
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@inproceedings{bb137196,
        AUTHOR = "Zharmagambetov, A. and Gabidolla, M. and Carreira Perpinan, M.A.",
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The Role of Tree Optimization",
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@inproceedings{bb137197,
        AUTHOR = "Qiu, Z.F. and Yao, T. and Ngo, C.W. and Zhang, X.P. and Wu, D. and Mei, T.",
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@inproceedings{bb137198,
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@inproceedings{bb137199,
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