@article{bb141200,
        AUTHOR = "Nanni, L. and Lumini, A.",
        TITLE = "Ensemblator: An ensemble of classifiers for reliable classification of
biological data",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "622-630",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137195"}

@article{bb141201,
        AUTHOR = "Shin, H.W. and Sohn, S.Y.",
        TITLE = "Selected tree classifier combination based on both accuracy and error
diversity",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "191-197",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137196"}

@article{bb141202,
        AUTHOR = "Sohn, S.Y. and Shin, H.W.",
        TITLE = "Experimental study for the comparison of classifier combination methods",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "33-40",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137197"}

@article{bb141203,
        AUTHOR = "Martinez Munoz, G. and Suarez, A.",
        TITLE = "Using boosting to prune bagging ensembles",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "156-165",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137198"}

@article{bb141204,
        AUTHOR = "Martinez Munoz, G. and Suarez, A.",
        TITLE = "Switching class labels to generate classification ensembles",
        JOURNAL = PR,
        VOLUME = "38",
        YEAR = "2005",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1483-1494",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137199"}

@article{bb141205,
        AUTHOR = "Martinez Munoz, G. and Suarez, A.",
        TITLE = "Out-of-bag estimation of the optimal sample size in bagging",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "143-152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137200"}

@article{bb141206,
        AUTHOR = "Sun, D. and Zhang, D.Q.",
        TITLE = "Bagging Constraint Score for feature selection with pairwise
constraints",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2106-2118",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137201"}

@article{bb141207,
        AUTHOR = "Zhu, X.Q. and Yang, Y.",
        TITLE = "A lazy bagging approach to classification",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2980-2992",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137202"}

@article{bb141208,
        AUTHOR = "Tzeng, Y.C. and Fan, K.T. and Chen, K.S.",
        TITLE = "An Adaptive Thresholding Multiple Classifiers System for Remote Sensing
Image Classification",
        JOURNAL = PhEngRS,
        VOLUME = "75",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "679-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137203"}

@inproceedings{bb141209,
        AUTHOR = "Zhang, F. and Huang, W.J. and Chan, P.P.K.",
        TITLE = "Hardness of evasion of multiple classifier system with non-linear
classifiers",
        BOOKTITLE = ICWAPR14,
        YEAR = "2014",
        PAGES = "56-60",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137204"}

@inproceedings{bb141210,
        AUTHOR = "Zaman, F. and Hirose, H.",
        TITLE = "Effect of Subsampling Rate on Subbagging and Related Ensembles of
Stable Classifiers",
        BOOKTITLE = PReMI09,
        YEAR = "2009",
        PAGES = "44-49",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137205"}

@inproceedings{bb141211,
        AUTHOR = "Kudo, M. and Nakamura, A. and Takigawa, I.",
        TITLE = "Classification by reflective convex hulls",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137206"}

@inproceedings{bb141212,
        AUTHOR = "Shidara, Y. and Kudo, M. and Nakamura, A.",
        TITLE = "Classification by bagged consistent itemset rules",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137207"}

@inproceedings{bb141213,
        AUTHOR = "Shirai, S. and Kudo, M. and Nakamura, A.",
        TITLE = "Bagging, Random Subspace Method and Biding",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "801-810",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137208"}

@inproceedings{bb141214,
        AUTHOR = "Su, X.Y. and Khoshgoftarr, T.M. and Zhu, X.Q.",
        TITLE = "VoB predictors: Voting on bagging classifications",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137209"}

@inproceedings{bb141215,
        AUTHOR = "Zhu, X.Q. and Bao, C.Y. and Qiu, W.D.",
        TITLE = "Bagging very weak learners with lazy local learning",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137210"}

@inproceedings{bb141216,
        AUTHOR = "Nanculef, R. and Valle, C. and Allende, H. and Moraga, C.",
        TITLE = "Bagging with Asymmetric Costs for Misclassified and Correctly
Classified Examples",
        BOOKTITLE = CIARP07,
        YEAR = "2007",
        PAGES = "694-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137211"}

@inproceedings{bb141217,
        AUTHOR = "Chawla, N. and Moore, T.E. and Bowyer, K.W. and Hall, L.O. and Springer, C. and Kegelmeyer, P.",
        TITLE = "Bagging Is a Small-Data-Set Phenomenon",
        BOOKTITLE = CVPR01,
        YEAR = "2001",
        PAGES = "II:684-689",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137212"}

@inproceedings{bb141218,
        AUTHOR = "Draper, B.A. and Baek, K.",
        TITLE = "Bagging in Computer Vision",
        BOOKTITLE = CVPR98,
        YEAR = "1998",
        PAGES = "144-149",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608b1.html#TT137213"}

@article{bb141219,
        AUTHOR = "Jordan, M.I. and Jacobs, R.A.",
        TITLE = "Hierarchical Mixture of experts and the EM Algorithm",
        JOURNAL = NeurComp,
        VOLUME = "6",
        YEAR = "1994",
        PAGES = "181-214",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137214"}

@article{bb141220,
        AUTHOR = "Hinton, G.E.",
        TITLE = "Training products of experts by minimizing contrastive divergence",
        JOURNAL = NeurComp,
        VOLUME = "14",
        YEAR = "2002",
        NUMBER = "8",
        PAGES = "1771-1800",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137215"}

@article{bb141221,
        AUTHOR = "Raudys, S.J.",
        TITLE = "Experts' boasting in trainable fusion rules",
        JOURNAL = PAMI,
        VOLUME = "25",
        YEAR = "2003",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1178-1182",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137216"}

@article{bb141222,
        AUTHOR = "Lu, Z.W.",
        TITLE = "A regularized minimum cross-entropy algorithm on mixtures of experts
for time series prediction and curve detection",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "947-955",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137217"}

@article{bb141223,
        AUTHOR = "Goodband, J.H. and Haas, O.C.L. and Mills, J.A.",
        TITLE = "A mixture of experts committee machine to design compensators for
intensity modulated radiation therapy",
        JOURNAL = PR,
        VOLUME = "39",
        YEAR = "2006",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1704-1714",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137218"}

@article{bb141224,
        AUTHOR = "Couturier, S. and Mas, J.F. and Mountrakis, G. and Watts, R. and Luo, L. and Wang, J.",
        TITLE = "Developing Collaborative Classifiers using an Expert-based Model",
        JOURNAL = PhEngRS,
        VOLUME = "75",
        YEAR = "2009",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "831-844",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137219"}

@article{bb141225,
        AUTHOR = "Abbas, A. and Andreopoulos, Y.",
        TITLE = "Biased Mixtures of Experts: Enabling Computer Vision Inference Under
Data Transfer Limitations",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        PAGES = "7656-7667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137220"}

@article{bb141226,
        AUTHOR = "Ashtari, P. and Haredasht, F.N. and Beigy, H.",
        TITLE = "Supervised fuzzy partitioning",
        JOURNAL = PR,
        VOLUME = "97",
        YEAR = "2020",
        PAGES = "107013",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137221"}

@article{bb141227,
        AUTHOR = "Bicici, U.C. and Akarun, L.",
        TITLE = "Conditional information gain networks as sparse mixture of experts",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137222"}

@article{bb141228,
        AUTHOR = "Korotin, A. and Vyugin, V. and Burnaev, E.",
        TITLE = "Mixability of integral losses: A key to efficient online aggregation
of functional and probabilistic forecasts",
        JOURNAL = PR,
        VOLUME = "120",
        YEAR = "2021",
        PAGES = "108175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137223"}

@article{bb141229,
        AUTHOR = "Vyugin, V. and Trunov, V.",
        TITLE = "Online aggregation of probability forecasts with confidence",
        JOURNAL = PR,
        VOLUME = "121",
        YEAR = "2022",
        PAGES = "108193",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137224"}

@article{bb141230,
        AUTHOR = "Kalnishkan, Y.",
        TITLE = "Prediction with expert advice for a finite number of experts:
A practical introduction",
        JOURNAL = PR,
        VOLUME = "126",
        YEAR = "2022",
        PAGES = "108557",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137225"}

@article{bb141231,
        AUTHOR = "Wu, D. and Xie, Y.R. and Qiang, Z.",
        TITLE = "An efficient EM algorithm for two-layer mixture model of gaussian
process functional regressions",
        JOURNAL = PR,
        VOLUME = "143",
        YEAR = "2023",
        PAGES = "109783",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137226"}

@article{bb141232,
        AUTHOR = "Xu, L. and Liu, J.",
        TITLE = "Experts Collaboration Learning for Continual Multi-Modal Reasoning",
        JOURNAL = IP,
        VOLUME = "32",
        YEAR = "2023",
        PAGES = "5087-5098",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137227"}

@article{bb141233,
        AUTHOR = "Togban, E. and Ziou, D.",
        TITLE = "Hierarchical mixture of discriminative Generalized Dirichlet
classifiers",
        JOURNAL = PR,
        VOLUME = "156",
        YEAR = "2024",
        PAGES = "110789",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137228"}

@article{bb141234,
        AUTHOR = "Zhang, F. and Chen, C. and Hua, X.S. and Luo, X.",
        TITLE = "FATE: Learning Effective Binary Descriptors With Group Fairness",
        JOURNAL = IP,
        VOLUME = "33",
        YEAR = "2024",
        PAGES = "3648-3661",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137229"}

@article{bb141235,
        AUTHOR = "Liu, Y.H. and Ajirak, M. and Djuric, P.M.",
        TITLE = "Gaussian Process-Gated Hierarchical Mixtures of Experts",
        JOURNAL = PAMI,
        VOLUME = "46",
        YEAR = "2024",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "6443-6453",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137230"}

@article{bb141236,
        AUTHOR = "Xu, F.B. and Chen, D.Y. and Jia, T. and Deng, S.Z. and Wang, H.",
        TITLE = "CBDMoE: Consistent-but-Diverse Mixture of Experts for Domain
Generalization",
        JOURNAL = MultMed,
        VOLUME = "26",
        YEAR = "2024",
        PAGES = "9814-9824",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137231"}

@article{bb141237,
        AUTHOR = "Wang, M.Z. and Su, H.C. and Wang, S. and Wang, S.S. and Yin, N. and Shen, L. and Lan, L. and Yang, L. and Cao, X.C.",
        TITLE = "Graph Convolutional Mixture-of-Experts Learner Network for
Long-Tailed Domain Generalization",
        JOURNAL = CirSysVideo,
        VOLUME = "35",
        YEAR = "2025",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "6936-6947",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137232"}

@article{bb141238,
        AUTHOR = "Zhai, W.Z. and Gao, M.L. and Jeon, G.G. and Zhou, Q. and Camacho, D.",
        TITLE = "Composed image retrieval by Multimodal Mixture-of-Expert Synergy",
        JOURNAL = IVC,
        VOLUME = "161",
        YEAR = "2025",
        PAGES = "105634",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137233"}

@inproceedings{bb141239,
        AUTHOR = "Huang, Y.Q. and Ye, P. and Huang, C.Y. and Cao, J.J. and Zhang, L. and Li, B. and Yu, G. and Chen, T.",
        TITLE = "DeRS: Towards Extremely Efficient Upcycled Mixture-of-Experts Models",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "10056-10066",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137234"}

@inproceedings{bb141240,
        AUTHOR = "Berisha, U. and Mehnert, J. and Condurache, A.P.",
        TITLE = "Efficient Data Driven Mixture-of-Expert Extraction from Trained
Networks",
        BOOKTITLE = CVPR25,
        YEAR = "2025",
        PAGES = "20082-20091",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137235"}

@inproceedings{bb141241,
        AUTHOR = "Chen, T.L. and Chen, X. and Du, X.Z. and Rashwan, A. and Yang, F. and Chen, H.Z. and Wang, Z.Y. and Li, Y.Q.",
        TITLE = "AdaMV-MoE: Adaptive Multi-Task Vision Mixture-of-Experts",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "17300-17311",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137236"}

@inproceedings{bb141242,
        AUTHOR = "Ye, H. and Xu, D.",
        TITLE = "TaskExpert: Dynamically Assembling Multi-Task Representations with
Memorial Mixture-of-Experts",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "21771-21780",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137237"}

@inproceedings{bb141243,
        AUTHOR = "Cao, B. and Sun, Y.M. and Zhu, P.F. and Hu, Q.H.",
        TITLE = "Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic
Image Fusion",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "23498-23507",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137238"}

@inproceedings{bb141244,
        AUTHOR = "Zhang, G.H. and Zhang, H. and Chen, P.Y. and Chang, S.Y. and Wang, Z.Y. and Liu, S.",
        TITLE = "Robust Mixture-of-Expert Training for Convolutional Neural Networks",
        BOOKTITLE = ICCV23,
        YEAR = "2023",
        PAGES = "90-101",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137239"}

@inproceedings{bb141245,
        AUTHOR = "Zhao, W.B. and Gao, Y. and Memon, S.A. and Raj, B. and Singh, R.",
        TITLE = "Hierarchical Routing Mixture of Experts",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "7900-7906",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137240"}

@inproceedings{bb141246,
        AUTHOR = "Bochinski, E. and Jongebloed, R. and Tok, M. and Sikora, T.",
        TITLE = "Regularized Gradient Descent Training of Steered Mixture of Experts
for Sparse Image Representation",
        BOOKTITLE = ICIP18,
        YEAR = "2018",
        PAGES = "3873-3877",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137241"}

@inproceedings{bb141247,
        AUTHOR = "Gross, S. and Ranzato, M. and Szlam, A.",
        TITLE = "Hard Mixtures of Experts for Large Scale Weakly Supervised Vision",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "5085-5093",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137242"}

@inproceedings{bb141248,
        AUTHOR = "Lad, S. and Paredes, B.R. and Valentin, J. and Torr, P.H.S. and Parikh, D.",
        TITLE = "Knowing who to listen to: Prioritizing experts from a diverse
ensemble for attribute personalization",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "4463-4467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137243"}

@inproceedings{bb141249,
        AUTHOR = "Peng, J. and Seetharaman, G.",
        TITLE = "Combining the advice of experts with randomized boosting for robust
pattern recognition",
        BOOKTITLE = AIPR13,
        YEAR = "2013",
        PAGES = "1-7",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137244"}

@inproceedings{bb141250,
        AUTHOR = "Yuksel, S.E. and Gader, P.D.",
        TITLE = "Variational Mixture of Experts for Classification with Applications to
Landmine Detection",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "2981-2984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137245"}

@inproceedings{bb141251,
        AUTHOR = "Fancourt, C.L. and Principe, J.C.",
        TITLE = "Soft Competitive Principal Component Analysis Using
the Mixture of Experts",
        BOOKTITLE = DARPA97,
        YEAR = "1997",
        PAGES = "1071-1076",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608mx4.html#TT137246"}

@article{bb141252,
        AUTHOR = "Takiyama, R.",
        TITLE = "A general method for training the committee machine",
        JOURNAL = PR,
        VOLUME = "10",
        YEAR = "1978",
        NUMBER = "4",
        PAGES = "255-259",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137247"}

@article{bb141253,
        AUTHOR = "Takiyama, R.",
        TITLE = "A two-level committee machine: a representation and a learning
procedure for general piecewise linear discriminant functions",
        JOURNAL = PR,
        VOLUME = "13",
        YEAR = "1981",
        NUMBER = "3",
        PAGES = "269-274",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137248"}

@article{bb141254,
        AUTHOR = "Takiyama, R.",
        TITLE = "A committee machine with a set of networks composed of two
single-threshold elements as committee members",
        JOURNAL = PR,
        VOLUME = "15",
        YEAR = "1982",
        NUMBER = "5",
        PAGES = "405-412",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137249"}

@article{bb141255,
        AUTHOR = "El Shishini, H. and Abdel Mottaleb, M.S. and El Raey, M. and Shoukry, A.",
        TITLE = "A Multistage Algorithm for Fast Classification of Patterns",
        JOURNAL = PRL,
        VOLUME = "10",
        YEAR = "1989",
        NUMBER = "4",
        PAGES = "211-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137250"}

@article{bb141256,
        AUTHOR = "Giusti, N. and Masulli, F. and Sperduti, A.",
        TITLE = "Theoretical and Experimental Analysis of a Two-Stage System for
Classification",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "893-904",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137251"}

@article{bb141257,
        AUTHOR = "Vuurpijl, L. and Schomaker, L. and van Erp, M.",
        TITLE = "Architectures for Detecting and Solving Conflicts:
Two-Stage Classification and Support Vector Classifiers",
        JOURNAL = IJDAR,
        VOLUME = "5",
        YEAR = "2003",
        NUMBER = "4",
        MONTH = "July",
        PAGES = "213-223",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137252"}

@inproceedings{bb141258,
        AUTHOR = "van Erp, M. and Vuurpijl, L. and Schomaker, L.",
        TITLE = "An overview and comparison of voting methods for pattern recognition",
        BOOKTITLE = FHR02,
        YEAR = "2002",
        PAGES = "195-200",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137253"}

@article{bb141259,
        AUTHOR = "Quost, B. and Denoeux, T. and Masson, M.H.",
        TITLE = "Pairwise classifier combination using belief functions",
        JOURNAL = PRL,
        VOLUME = "28",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "April",
        PAGES = "644-653",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137254"}

@article{bb141260,
        AUTHOR = "Quost, B. and Destercke, S.",
        TITLE = "Classification by pairwise coupling of imprecise probabilities",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "412-425",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137255"}

@article{bb141261,
        AUTHOR = "Ko, A.H.R. and Sabourin, R. and de Souza Britto, A. and Soares de Oliveira, L.E.",
        TITLE = "Pairwise fusion matrix for combining classifiers",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "2198-2210",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137256"}

@inproceedings{bb141262,
        AUTHOR = "Ko, A.H.R. and Sabourin, R. and de Souza Britto, A.",
        TITLE = "A New Objective Function for Ensemble Selection in Random Subspaces",
        BOOKTITLE = ICPR06,
        YEAR = "2006",
        PAGES = "IV: 185-188",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137257"}

@article{bb141263,
        AUTHOR = "Ko, A.H.R. and Sabourin, R. and de Souza Britto, A.",
        TITLE = "From dynamic classifier selection to dynamic ensemble selection",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1735-1748",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137258"}

@inproceedings{bb141264,
        AUTHOR = "Ko, A.H.R. and Sabourin, R. and de Souza Britto, A.",
        TITLE = "K-Nearest Oracle for Dynamic Ensemble Selection",
        BOOKTITLE = ICDAR07,
        YEAR = "2007",
        PAGES = "422-426",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137259"}

@inproceedings{bb141265,
        AUTHOR = "Cruz, R.M.O. and Zakane, H.H. and Sabourin, R. and Cavalcanti, G.D.C.",
        TITLE = "Dynamic ensemble selection VS K-NN: Why and when dynamic selection
obtains higher classification performance?",
        BOOKTITLE = IPTA17,
        YEAR = "2017",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137260"}

@article{bb141266,
        AUTHOR = "dos Santos, E.M. and Sabourin, R. and Maupin, P.",
        TITLE = "A dynamic overproduce-and-choose strategy for the selection of
classifier ensembles",
        JOURNAL = PR,
        VOLUME = "41",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "2993-3009",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137261"}

@inproceedings{bb141267,
        AUTHOR = "Ko, A.H.R. and Sabourin, R. and Soares de Oliveira, L.E. and de Souza Britto, A.",
        TITLE = "The implication of data diversity for a classifier-free ensemble
selection in random subspaces",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-5",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137262"}

@article{bb141268,
        AUTHOR = "Ayad, H.G. and Kamel, M.S.",
        TITLE = "Cumulative Voting Consensus Method for Partitions with Variable Number
of Clusters",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "160-173",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137263"}

@article{bb141269,
        AUTHOR = "Ayad, H.G. and Kamel, M.S.",
        TITLE = "On voting-based consensus of cluster ensembles",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1943-1953",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137264"}

@article{bb141270,
        AUTHOR = "Wu, J.X. and Brubaker, S.C. and Mullin, M.D. and Rehg, J.M.",
        TITLE = "Fast Asymmetric Learning for Cascade Face Detection",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "369-382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137265"}

@inproceedings{bb141271,
        AUTHOR = "Brubaker, S.C. and Mullin, M.D. and Rehg, J.M.",
        TITLE = "Towards Optimal Training of Cascaded Detectors",
        BOOKTITLE = ECCV06,
        YEAR = "2006",
        PAGES = "I: 325-337",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137266"}

@article{bb141272,
        AUTHOR = "Brubaker, S.C. and Wu, J.X. and Sun, J. and Mullin, M.D. and Rehg, J.M.",
        TITLE = "On the Design of Cascades of Boosted Ensembles for Face Detection",
        JOURNAL = IJCV,
        VOLUME = "77",
        YEAR = "2008",
        NUMBER = "1-3",
        MONTH = "May",
        PAGES = "65-86",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137268"}

@inproceedings{bb141273,
        AUTHOR = "Rehg, J.M. and Mullin, M.D. and Sun, J. and Wu, J.X. and Brubaker, S.C.",
        TITLE = "On the Design of Cascades of Boosted Ensembles for Face Detection",
        BOOKTITLE = CLOR06,
        YEAR = "2006",
        PAGES = "301-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137268"}

@article{bb141274,
        AUTHOR = "Hore, P. and Hall, L.O. and Goldgof, D.B.",
        TITLE = "A scalable framework for cluster ensembles",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "676-688",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137269"}

@article{bb141275,
        AUTHOR = "Rodriguez, J.J. and Garcia Osorio, C. and Maudes, J.",
        TITLE = "Forests of nested dichotomies",
        JOURNAL = PRL,
        VOLUME = "31",
        YEAR = "2010",
        NUMBER = "2",
        MONTH = "January",
        PAGES = "125-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137270"}

@article{bb141276,
        AUTHOR = "Foo, B. and van der Schaar, M.",
        TITLE = "A Distributed Approach for Optimizing Cascaded Classifier Topologies in
Real-Time Stream Mining Systems",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "3035-3048",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137271"}

@article{bb141277,
        AUTHOR = "Hullermeier, E. and Vanderlooy, S.",
        TITLE = "Combining predictions in pairwise classification:
An optimal adaptive voting strategy and its relation to weighted voting",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "128-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137272"}

@article{bb141278,
        AUTHOR = "Galar, M. and Fernandez, A. and Barrenechea, E. and Bustince, H. and Herrera, F.",
        TITLE = "Dynamic classifier selection for One-vs-One strategy:
Avoiding non-competent classifiers",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3412-3424",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137273"}

@article{bb141279,
        AUTHOR = "Krawczyk, B. and Galar, M. and Wozniak, M. and Bustince, H. and Herrera, F.",
        TITLE = "Dynamic ensemble selection for multi-class classification with
one-class classifiers",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "34-51",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137274"}

@article{bb141280,
        AUTHOR = "Galar, M. and Fernandez, A. and Barrenechea, E. and Herrera, F.",
        TITLE = "DRCW-OVO: Distance-based relative competence weighting combination
for One-vs-One strategy in multi-class problems",
        JOURNAL = PR,
        VOLUME = "48",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "28-42",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137275"}

@article{bb141281,
        AUTHOR = "Foo, B. and Turaga, D.S. and Verscheure, O. and van der Schaar, M. and Amini, L.",
        TITLE = "Configuring Trees of Classifiers in Distributed Multimedia Stream
Mining Systems",
        JOURNAL = CirSysVideo,
        VOLUME = "21",
        YEAR = "2011",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "245-258",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137276"}

@article{bb141282,
        AUTHOR = "Visentini, I. and Snidaro, L. and Foresti, G.L.",
        TITLE = "Cascaded online boosting",
        JOURNAL = RealTimeIP,
        VOLUME = "5",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "245-257",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137277"}

@inproceedings{bb141283,
        AUTHOR = "Visentini, I. and Snidaro, L. and Foresti, G.L.",
        TITLE = "On-line boosted cascade for object detection",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137278"}

@article{bb141284,
        AUTHOR = "Feitosa, R.Q. and da Costa, G.A.O.P. and Mota, G.L.A. and Feijo, B.",
        TITLE = "Modeling alternatives for fuzzy Markov chain-based classification of
multitemporal remote sensing data",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "927-940",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137279"}

@article{bb141285,
        AUTHOR = "Zhang, C.X. and Duin, R.P.W.",
        TITLE = "An experimental study of one- and two-level classifier fusion for
different sample sizes",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1756-1767",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137280"}

@article{bb141286,
        AUTHOR = "Li, Y. and Tax, D.M.J. and Duin, R.P.W. and Loog, M.",
        TITLE = "Multiple-instance learning as a classifier combining problem",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "865-874",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137281"}

@inproceedings{bb141287,
        AUTHOR = "Cheplygina, V. and Tax, D.M.J. and Loog, M.",
        TITLE = "Does one rotten apple spoil the whole barrel?",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "1156-1159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137282"}

@article{bb141288,
        AUTHOR = "Kim, K. and Lin, H. and Choi, J.Y. and Choi, K.Y.",
        TITLE = "A design framework for hierarchical ensemble of multiple feature
extractors and multiple classifiers",
        JOURNAL = PR,
        VOLUME = "52",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "1-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137283"}

@article{bb141289,
        AUTHOR = "Yang, Y.Z. and Loog, M.",
        TITLE = "A variance maximization criterion for active learning",
        JOURNAL = PR,
        VOLUME = "78",
        YEAR = "2018",
        PAGES = "358-370",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137284"}

@inproceedings{bb141290,
        AUTHOR = "Yang, Y.Z. and Loog, M.",
        TITLE = "Active learning using uncertainty information",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2646-2651",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137285"}

@inproceedings{bb141291,
        AUTHOR = "Loog, M. and Loog, M.",
        TITLE = "An empirical investigation into the inconsistency of sequential
active learning",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "210-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137286"}

@article{bb141292,
        AUTHOR = "Yang, Y.Z. and Loog, M.",
        TITLE = "Single shot active learning using pseudo annotators",
        JOURNAL = PR,
        VOLUME = "89",
        YEAR = "2019",
        PAGES = "22-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137287"}

@article{bb141293,
        AUTHOR = "Yang, Y.Z. and Loog, M.",
        TITLE = "A benchmark and comparison of active learning for logistic regression",
        JOURNAL = PR,
        VOLUME = "83",
        YEAR = "2018",
        PAGES = "401-415",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137288"}

@inproceedings{bb141294,
        AUTHOR = "Mey, A. and Loog, M.",
        TITLE = "A soft-labeled self-training approach",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2604-2609",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137289"}

@article{bb141295,
        AUTHOR = "Susnjak, T. and Barczak, A. and Reyes, N. and Hawick, K.",
        TITLE = "Coarse-to-fine multiclass learning and classification for time-critical
domains",
        JOURNAL = PRL,
        VOLUME = "34",
        YEAR = "2013",
        NUMBER = "8",
        MONTH = "June",
        PAGES = "884-894",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137290"}

@inproceedings{bb141296,
        AUTHOR = "Susnjak, T. and Barczak, A. and Reyes, N. and Hawick, K.",
        TITLE = "A New Ensemble-Based Cascaded Framework for Multiclass Training with
Simple Weak Learners",
        BOOKTITLE = CAIP11,
        YEAR = "2011",
        PAGES = "I: 563-570",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137291"}

@article{bb141297,
        AUTHOR = "Li, N. and Tsang, I.W.H. and Zhou, Z.H.",
        TITLE = "Efficient Optimization of Performance Measures by Classifier Adaptation",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1370-1382",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137292"}

@article{bb141298,
        AUTHOR = "Mao, Q. and Tsang, I.W.H.",
        TITLE = "A Feature Selection Method for Multivariate Performance Measures",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "9",
        PAGES = "2051-2063",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137293"}

@article{bb141299,
        AUTHOR = "Bouges, P. and Chateau, T. and Blanc, C. and Loosli, G.",
        TITLE = "Handling missing weak classifiers in boosted cascade: application to
multiview and occluded face detection",
        JOURNAL = JIVP,
        VOLUME = "2013",
        YEAR = "2013",
        NUMBER = "1",
        PAGES = "55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern608.html#TT137294"}