@inproceedings{bb113500,
        AUTHOR = "Serra, J.G. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.",
        TITLE = "Bayesian logistic regression with sparse general representation prior
for multispectral image classification",
        BOOKTITLE = ICIP16,
        YEAR = "2016",
        PAGES = "1893-1897",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109822"}

@article{bb113501,
        AUTHOR = "Tang, B. and Kay, S. and He, H. and Baggenstoss, P.M.",
        TITLE = "EEF: Exponentially Embedded Families with
Class-Specific Features for Classification",
        JOURNAL = SPLetters,
        VOLUME = "23",
        YEAR = "2016",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "969-973",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109823"}

@article{bb113502,
        AUTHOR = "Kong, G.G. and Jiang, L.X. and Li, C.Q.",
        TITLE = "Beyond accuracy:
Learning selective Bayesian classifiers with minimal test cost",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "165-171",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109824"}

@article{bb113503,
        AUTHOR = "Oneto, L. and Anguita, D. and Ridella, S.",
        TITLE = "PAC-bayesian analysis of distribution dependent priors:
tighter risk bounds and stability analysis",
        JOURNAL = PRL,
        VOLUME = "80",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "200-207",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109825"}

@article{bb113504,
        AUTHOR = "Oneto, L. and Ridella, S. and Anguita, D.",
        TITLE = "Differential privacy and generalization: Sharper bounds with
applications",
        JOURNAL = PRL,
        VOLUME = "89",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "31-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109826"}

@article{bb113505,
        AUTHOR = "Wong, T.T. and Liu, C.R.",
        TITLE = "An efficient parameter estimation method for generalized Dirichlet
priors in na´ve Bayesian classifiers with multinomial models",
        JOURNAL = PR,
        VOLUME = "60",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "62-71",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109827"}

@article{bb113506,
        AUTHOR = "Darwish, S.M.",
        TITLE = "Combining firefly algorithm and Bayesian classifier:
New direction for automatic multilabel image annotation",
        JOURNAL = IET-IPR,
        VOLUME = "10",
        YEAR = "2016",
        NUMBER = "10",
        PAGES = "763-772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109828"}

@article{bb113507,
        AUTHOR = "Such, O. and Barreda, S.",
        TITLE = "Bayes covariant multi-class classification",
        JOURNAL = PRL,
        VOLUME = "84",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "99-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109829"}

@article{bb113508,
        AUTHOR = "Mariooryad, S. and Busso, C.",
        TITLE = "The Cost of Dichotomizing Continuous Labels for Binary Classification
Problems: Deriving a Bayesian-Optimal Classifier",
        JOURNAL = AffCom,
        VOLUME = "8",
        YEAR = "2017",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "119-130",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109830"}

@article{bb113509,
        AUTHOR = "Pereyra, M.",
        TITLE = "Maximum-a-Posteriori Estimation with Bayesian Confidence Regions",
        JOURNAL = SIIMS,
        VOLUME = "10",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "285-302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109831"}

@article{bb113510,
        AUTHOR = "Lazaro, M. and Hayes, M.H. and Figueiras Vidal, A.R.",
        TITLE = "Training neural network classifiers through Bayes risk minimization
applying unidimensional Parzen windows",
        JOURNAL = PR,
        VOLUME = "77",
        YEAR = "2018",
        PAGES = "204-215",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109832"}

@article{bb113511,
        AUTHOR = "Durmus, A. and Moulines, E. and Pereyra, M.",
        TITLE = "Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo:
When Langevin Meets Moreau",
        JOURNAL = SIIMS,
        VOLUME = "11",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "473-506",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109833"}

@article{bb113512,
        AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Liew, A.W.C. and Wang, S.L.",
        TITLE = "Variational inference based bayes online classifiers with concept
drift adaptation",
        JOURNAL = PR,
        VOLUME = "81",
        YEAR = "2018",
        PAGES = "280-293",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109834"}

@article{bb113513,
        AUTHOR = "Zhao, T.Y. and Zhang, B.P. and He, M. and Zhang, W. and Zhou, N. and Yu, J. and Fan, J.P.",
        TITLE = "Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual
Recognition",
        JOURNAL = IP,
        VOLUME = "27",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4740-4755",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109835"}

@article{bb113514,
        AUTHOR = "Zhao, T.Y. and Chen, Q.Y. and Kuang, Z.Z. and Yu, J. and Zhang, W. and Fan, J.P.",
        TITLE = "Deep Mixture of Diverse Experts for Large-Scale Visual Recognition",
        JOURNAL = PAMI,
        VOLUME = "41",
        YEAR = "2019",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1072-1087",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109836"}

@article{bb113515,
        AUTHOR = "Zhao, Z.C. and Wang, X.D.",
        TITLE = "Multi-segments Na´ve Bayes classifier in likelihood space",
        JOURNAL = IET-CV,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "September",
        PAGES = "882-891",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109837"}

@article{bb113516,
        AUTHOR = "Fan, W. and Bouguila, N. and Bourouis, S. and Laalaoui, Y.",
        TITLE = "Entropy-based variational Bayes learning framework for data clustering",
        JOURNAL = IET-IPR,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1762-1772",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109838"}

@article{bb113517,
        AUTHOR = "Kandemir, M.",
        TITLE = "Variational closed-Form deep neural net inference",
        JOURNAL = PRL,
        VOLUME = "112",
        YEAR = "2018",
        PAGES = "145-151",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109839"}

@article{bb113518,
        AUTHOR = "Lagrange, A. and Fauvel, M. and May, S. and Dobigeon, N.",
        TITLE = "Hierarchical Bayesian image analysis:
From low-level modeling to robust supervised learning",
        JOURNAL = PR,
        VOLUME = "85",
        YEAR = "2019",
        PAGES = "26-36",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109840"}

@article{bb113519,
        AUTHOR = "Wang, D. and Song, G. and Tan, X.Y.",
        TITLE = "Bayesian denoising hashing for robust image retrieval",
        JOURNAL = PR,
        VOLUME = "86",
        YEAR = "2019",
        PAGES = "134-142",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109841"}

@article{bb113520,
        AUTHOR = "Gezici, S. and Varshney, P.K.",
        TITLE = "On the Optimality of Likelihood Ratio Test for Prospect Theory-Based
Binary Hypothesis Testing",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1845-1849",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109842"}

@article{bb113521,
        AUTHOR = "Xu, Y. and Hong, X. and Porikli, F.M. and Liu, X. and Chen, J. and Zhao, G.",
        TITLE = "Saliency Integration: An Arbitrator Model",
        JOURNAL = MultMed,
        VOLUME = "21",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "98-113",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109843"}

@article{bb113522,
        AUTHOR = "Jiang, L.X. and Zhang, L.G. and Yu, L.J. and Wang, D.H.",
        TITLE = "Class-specific attribute weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "88",
        YEAR = "2019",
        PAGES = "321-330",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109844"}

@article{bb113523,
        AUTHOR = "Ali, M. and Gao, J.B. and Antolovich, M.",
        TITLE = "Parametric Classification of Bingham Distributions Based on Grassmann
Manifolds",
        JOURNAL = IP,
        VOLUME = "28",
        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "5771-5784",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109845"}

@article{bb113524,
        AUTHOR = "Kuang, W. and Chan, Y. and Tsang, S. and Siu, W.",
        TITLE = "Online-Learning-Based Bayesian Decision Rule for Fast Intra Mode and
CU Partitioning Algorithm in HEVC Screen Content Coding",
        JOURNAL = IP,
        VOLUME = "29",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "170-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109846"}

@article{bb113525,
        AUTHOR = "Hassan, S.S. and Huttunen, H. and Niemi, J. and Tohka, J.",
        TITLE = "Bayesian receiver operating characteristic metric for linear
classifiers",
        JOURNAL = PRL,
        VOLUME = "128",
        YEAR = "2019",
        PAGES = "52-59",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109847"}

@article{bb113526,
        AUTHOR = "Rademacher, P. and Wagner, K.",
        TITLE = "Efficient Bayesian Sequential Classification Under the Markov
Assumption for Various Loss Functions",
        JOURNAL = SPLetters,
        VOLUME = "27",
        YEAR = "2020",
        PAGES = "401-405",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109848"}

@article{bb113527,
        AUTHOR = "Zhou, Q.P. and Yu, T.C. and Zhang, X.Q. and Li, J.L.",
        TITLE = "Bayesian Inference and Uncertainty Quantification for Medical Image
Reconstruction with Poisson Data",
        JOURNAL = SIIMS,
        VOLUME = "13",
        YEAR = "2020",
        NUMBER = "1",
        PAGES = "29-52",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109849"}

@article{bb113528,
        AUTHOR = "Tran, N. and Schneider, J.G. and Weber, I. and Qin, A.K.",
        TITLE = "Hyper-parameter optimization in classification: To-do or not-to-do",
        JOURNAL = PR,
        VOLUME = "103",
        YEAR = "2020",
        PAGES = "107245",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109850"}

@article{bb113529,
        AUTHOR = "Kim, H.C. and Park, J.H. and Kim, D.W. and Lee, J.",
        TITLE = "Multilabel Na´ve Bayes classification considering label dependence",
        JOURNAL = PRL,
        VOLUME = "136",
        YEAR = "2020",
        PAGES = "279-285",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109851"}

@article{bb113530,
        AUTHOR = "Zhang, H. and Jiang, L.X. and Yu, L.J.",
        TITLE = "Attribute and instance weighted naive Bayes",
        JOURNAL = PR,
        VOLUME = "111",
        YEAR = "2021",
        PAGES = "107674",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109852"}

@inproceedings{bb113531,
        AUTHOR = "Carvalho, E.D.C. and Clark, R. and Nicastro, A. and Kelly, P.H.J.",
        TITLE = "Scalable Uncertainty for Computer Vision With Functional Variational
Inference",
        BOOKTITLE = CVPR20,
        YEAR = "2020",
        PAGES = "12000-12010",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109853"}

@inproceedings{bb113532,
        AUTHOR = "Kim, T. and Lee, J. and Choe, Y.",
        TITLE = "Tensor Train Decomposition for Efficient Memory Saving in Perceptual
Feature-Maps",
        BOOKTITLE = RSL-CV19,
        YEAR = "2019",
        PAGES = "599-604",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109854"}

@inproceedings{bb113533,
        AUTHOR = "de la Riva, M. and Mettes, P.",
        TITLE = "Bayesian 3D ConvNets for Action Recognition from Few Examples",
        BOOKTITLE = MDALC19,
        YEAR = "2019",
        PAGES = "1337-1343",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109855"}

@inproceedings{bb113534,
        AUTHOR = "Krishnan, R. and Subedar, M. and Tickoo, O.",
        TITLE = "Efficient Priors for Scalable Variational Inference in Bayesian Deep
Neural Networks",
        BOOKTITLE = SDL-CV19,
        YEAR = "2019",
        PAGES = "773-777",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109856"}

@inproceedings{bb113535,
        AUTHOR = "Liu, Y.H. and Dong, W.Y. and Zhang, L. and Gong, D. and Shi, Q.",
        TITLE = "Variational Bayesian Dropout With a Hierarchical Prior",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "7117-7126",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109857"}

@inproceedings{bb113536,
        AUTHOR = "Nguyen, K. and Le, T. and Dinh, T.N. and Phung, D.",
        TITLE = "Bayesian Multi-Hyperplane Machine for Pattern Recognition",
        BOOKTITLE = ICPR18,
        YEAR = "2018",
        PAGES = "609-614",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109858"}

@inproceedings{bb113537,
        AUTHOR = "Pirayre, A. and Zheng, Y. and Duval, L. and Pesquet, J.C.",
        TITLE = "HOGMep: Variational Bayes and higher-order graphical models applied
to joint image recovery and segmentation",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "3775-3779",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109859"}

@inproceedings{bb113538,
        AUTHOR = "Dogadov, S. and Masegosa, A. and Nakajima, S.",
        TITLE = "Variational Robust Subspace Clustering with Mean Update Algorithm",
        BOOKTITLE = RSL-CV17,
        YEAR = "2017",
        PAGES = "1792-1799",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109860"}

@inproceedings{bb113539,
        AUTHOR = "Fathy, M.E. and Chellappa, R.",
        TITLE = "Image Set Classification Using Sparse Bayesian Regression",
        BOOKTITLE = WACV17,
        YEAR = "2017",
        PAGES = "1187-1196",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109861"}

@inproceedings{bb113540,
        AUTHOR = "Vogt, K. and Ostermann, J.",
        TITLE = "Soft Margin Bayes-Point-Machine Classification via Adaptive Direction
Sampling",
        BOOKTITLE = SCIA17,
        YEAR = "2017",
        PAGES = "I: 313-324",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109862"}

@inproceedings{bb113541,
        AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Pham, X.C. and Liew, A.W.C. and Hu, Y.J. and Liang, T.C. and Li, C.T.",
        TITLE = "A Novel Online Bayes Classifier",
        BOOKTITLE = DICTA16,
        YEAR = "2016",
        PAGES = "1-6",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109863"}

@inproceedings{bb113542,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "AutoDIAL: Automatic Domain Alignment Layers",
        BOOKTITLE = ICCV17,
        YEAR = "2017",
        PAGES = "5077-5085",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109864"}

@inproceedings{bb113543,
        AUTHOR = "Carlucci, F.M. and Porzi, L. and Caputo, B. and Ricci, E. and Bulo, S.R.",
        TITLE = "Just DIAL: DomaIn Alignment Layers for Unsupervised Domain Adaptation",
        BOOKTITLE = CIAP17,
        YEAR = "2017",
        PAGES = "I:357-369",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109865"}

@inproceedings{bb113544,
        AUTHOR = "Kuzborskij, I. and Carlucci, F.M. and Caputo, B.",
        TITLE = "When Naive Bayes Nearest Neighbors Meet Convolutional Neural
Networks",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "2100-2109",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109866"}

@inproceedings{bb113545,
        AUTHOR = "Kim, Y.D. and Jang, T. and Han, B. and Choi, S.",
        TITLE = "Learning to Select Pre-Trained Deep Representations with Bayesian
Evidence Framework",
        BOOKTITLE = CVPR16,
        YEAR = "2016",
        PAGES = "5318-5326",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109867"}

@inproceedings{bb113546,
        AUTHOR = "Maeda, T. and Yamasaki, T. and Aizawa, K.",
        TITLE = "Multi-stage object classification featuring confidence analysis of
classifier and inclined local Naive Bayes nearest neighbor",
        BOOKTITLE = ICIP14,
        YEAR = "2014",
        PAGES = "5177-5181",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109868"}

@inproceedings{bb113547,
        AUTHOR = "Endo, T. and Kudo, M.",
        TITLE = "Weighted Na´ve Bayes Classifiers by Renyi Entropy",
        BOOKTITLE = CIARP13,
        YEAR = "2013",
        PAGES = "I:149-156",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109869"}

@inproceedings{bb113548,
        AUTHOR = "Cordella, L.P. and de Stefano, C.",
        TITLE = "A Weighted Majority Vote Strategy Using Bayesian Networks",
        BOOKTITLE = CIAP13,
        YEAR = "2013",
        PAGES = "II:219-228",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109870"}

@inproceedings{bb113549,
        AUTHOR = "Turkov, P. and Krasotkina, O. and Mottl, V.",
        TITLE = "The Bayesian logistic regression in pattern recognition problems under
concept drift",
        BOOKTITLE = ICPR12,
        YEAR = "2012",
        PAGES = "2976-2979",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109871"}

@inproceedings{bb113550,
        AUTHOR = "Aghajanian, J. and Warrell, J. and Prince, S.J.D. and Li, P. and Rohn, J.L. and Baum, B.",
        TITLE = "Patch-based within-object classification",
        BOOKTITLE = ICCV09,
        YEAR = "2009",
        PAGES = "1125-1132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109872"}

@inproceedings{bb113551,
        AUTHOR = "Goswami, D. and Kalkan, S. and Kruger, N.",
        TITLE = "Bayesian Classification of Image Structures",
        BOOKTITLE = SCIA09,
        YEAR = "2009",
        PAGES = "676-685",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109873"}

@inproceedings{bb113552,
        AUTHOR = "Chandra, B. and Gupta, M. and Gupta, M.P.",
        TITLE = "Robust Approach for Estimating Probabilities in Naive-Bayes Classifier",
        BOOKTITLE = PReMI07,
        YEAR = "2007",
        PAGES = "11-16",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109874"}

@inproceedings{bb113553,
        AUTHOR = "Wang, W. and Wang, C.H. and Cui, X. and Wang, A.",
        TITLE = "A clustering algorithm combine the FCM algorithm with supervised
learning normal mixture model",
        BOOKTITLE = ICPR08,
        YEAR = "2008",
        PAGES = "1-4",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109875"}

@inproceedings{bb113554,
        AUTHOR = "Xuan, G.R. and Zhu, X.M. and Shi, Y.Q. and Chai, P.Q. and Cui, X. and Li, J.",
        TITLE = "A Novel Bayesian Classifier with Smaller Eigenvalues Reset by Threshold
Based on Given Database",
        BOOKTITLE = ICIAR07,
        YEAR = "2007",
        PAGES = "375-386",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109876"}

@inproceedings{bb113555,
        AUTHOR = "Okatani, T. and Deguchi, K.",
        TITLE = "Variational Bayes Based Approach to Robust Subspace Learning",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109877"}

@inproceedings{bb113556,
        AUTHOR = "Yuan, C. and Neubauer, C.",
        TITLE = "A Variational Bayesian Approach for Classification with Corrupted
Inputs",
        BOOKTITLE = CVPR07,
        YEAR = "2007",
        PAGES = "1-8",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109878"}

@inproceedings{bb113557,
        AUTHOR = "Phung, S.L. and Bouzerdoum, A. and Chai, D. and Watson, A.",
        TITLE = "Naive bayes face/nonface classifier: a study of preprocessing and
feature extraction techniques",
        BOOKTITLE = ICIP04,
        YEAR = "2004",
        PAGES = "II: 1385-1388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109879"}

@inproceedings{bb113558,
        AUTHOR = "Jeon, Y.J. and Choi, J.G. and Kim, J.I.",
        TITLE = "A Study on Supervised Classification of Remote Sensing Satellite Image
by Bayesian Algorithm Using Average Fuzzy Intracluster Distance",
        BOOKTITLE = IWCIA04,
        YEAR = "2004",
        PAGES = "597-606",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109880"}

@inproceedings{bb113559,
        AUTHOR = "Jermyn, I.H.",
        TITLE = "On Bayesian Estimation in Manifolds",
        BOOKTITLE = INRIA,
        YEAR = "2002",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109881"}

@inproceedings{bb113560,
        AUTHOR = "Mathis, C. and Breuel, T.",
        TITLE = "Classification using a hierarchical bayesian approach",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "IV: 103-106",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109882"}

@inproceedings{bb113561,
        AUTHOR = "Carvalho, P.C.P. and Santos, A. and Dourado, A. and Ribeiro, B.",
        TITLE = "Bayes information criterion for Tikhonov regularization with linear
constraints: application to spectral data estimation",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "I: 696-700",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109883"}

@inproceedings{bb113562,
        AUTHOR = "Keren, D.",
        TITLE = "Painter identification using local features and naive bayes",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "II: 474-477",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109884"}

@inproceedings{bb113563,
        AUTHOR = "Qi, Y. and Picard, R.W.",
        TITLE = "Context-sensitive Bayesian classifiers and application to mouse
pressure pattern classification",
        BOOKTITLE = ICPR02,
        YEAR = "2002",
        PAGES = "III: 448-451",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109885"}

@inproceedings{bb113564,
        AUTHOR = "Ling, L.L. and Cavalcanti, H.M.",
        TITLE = "Fast and Efficient Feature Extraction Based on Bayesian Decision
Boundaries",
        BOOKTITLE = ICPR00,
        YEAR = "2000",
        PAGES = "Vol II: 390-393",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109886"}

@inproceedings{bb113565,
        AUTHOR = "Sze, L. and Leung, C.",
        TITLE = "Branch and Bound Algorithm for the Bayes Classifier",
        BOOKTITLE = ICPR96,
        YEAR = "1996",
        PAGES = "II: 705-709",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT109887"}

@article{bb113566,
        AUTHOR = "Seth, S. and Eugster, M.J.A.",
        TITLE = "Archetypal Analysis for Nominal Observations",
        JOURNAL = PAMI,
        VOLUME = "38",
        YEAR = "2016",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "849-861",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109888"}

@article{bb113567,
        AUTHOR = "Ni, D. and Ma, H.",
        TITLE = "Fast Classification of Hyperspectral Images Using Globally
Regularized Archetypal Representation With Approximate Solution",
        JOURNAL = GeoRS,
        VOLUME = "55",
        YEAR = "2017",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "2414-2430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109889"}

@article{bb113568,
        AUTHOR = "Sun, W.W. and Zhang, D. and Xu, Y. and Tian, L. and Yang, G. and Li, W.",
        TITLE = "A Probabilistic Weighted Archetypal Analysis Method with Earth
Mover's Distance for Endmember Extraction from Hyperspectral Imagery",
        JOURNAL = RS,
        VOLUME = "9",
        YEAR = "2017",
        NUMBER = "8",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109890"}

@article{bb113569,
        AUTHOR = "Sun, W.W. and Yang, G. and Wu, K. and Li, W.Y. and Zhang, D.",
        TITLE = "Pure endmember extraction using robust kernel archetypoid analysis
for hyperspectral imagery",
        JOURNAL = PandRS,
        VOLUME = "131",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "147-159",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109891"}

@article{bb113570,
        AUTHOR = "Keller, S.M. and Samarin, M. and Torres, F.A. and Wieser, M. and Roth, V.",
        TITLE = "Learning Extremal Representations with Deep Archetypal Analysis",
        JOURNAL = IJCV,
        VOLUME = "129",
        YEAR = "2021",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "805-820",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109892"}

@inproceedings{bb113571,
        AUTHOR = "Keller, S.M. and Samarin, M. and Wieser, M. and Roth, V.",
        TITLE = "Deep Archetypal Analysis",
        BOOKTITLE = GCPR19,
        YEAR = "2019",
        PAGES = "171-185",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109893"}

@inproceedings{bb113572,
        AUTHOR = "Mei, J. and Wang, C.Y. and Zeng, W.J.",
        TITLE = "Online Dictionary Learning for Approximate Archetypal Analysis",
        BOOKTITLE = ECCV18,
        YEAR = "2018",
        PAGES = "III: 501-516",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109894"}

@inproceedings{bb113573,
        AUTHOR = "Fotiadou, E. and Panagakis, Y. and Pantic, M.",
        TITLE = "Temporal Archetypal Analysis for Action Segmentation",
        BOOKTITLE = FG17,
        YEAR = "2017",
        PAGES = "490-496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109895"}

@inproceedings{bb113574,
        AUTHOR = "Bauckhage, C. and Manshaei, K.",
        TITLE = "Kernel Archetypal Analysis for Clustering Web Search Frequency Time
Series",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "1544-1549",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109896"}

@inproceedings{bb113575,
        AUTHOR = "Chen, Y. and Mairal, J. and Harchaoui, Z.",
        TITLE = "Fast and Robust Archetypal Analysis for Representation Learning",
        BOOKTITLE = CVPR14,
        YEAR = "2014",
        PAGES = "1478-1485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109897"}

@inproceedings{bb113576,
        AUTHOR = "Kaufmann, D. and Keller, S. and Roth, V.",
        TITLE = "Copula Archetypal Analysis",
        BOOKTITLE = GCPR15,
        YEAR = "2015",
        PAGES = "117-128",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109898"}

@inproceedings{bb113577,
        AUTHOR = "Prabhakaran, S. and Raman, S. and Vogt, J.E. and Roth, V.",
        TITLE = "Automatic Model Selection in Archetype Analysis",
        BOOKTITLE = DAGM12,
        YEAR = "2012",
        PAGES = "458-467",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109899"}

@inproceedings{bb113578,
        AUTHOR = "Bauckhage, C. and Thurau, C.",
        TITLE = "Adapting Information Theoretic Clustering to Binary Images",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "910-913",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109900"}

@inproceedings{bb113579,
        AUTHOR = "Bauckhage, C. and Thurau, C.",
        TITLE = "Making Archetypal Analysis Practical",
        BOOKTITLE = DAGM09,
        YEAR = "2009",
        PAGES = "272-281",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109901"}

@inproceedings{bb113580,
        AUTHOR = "Thurau, C.",
        TITLE = "Nearest Archetype Hull Methods for Large-Scale Data Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "4040-4043",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629arch1.html#TT109902"}

@article{bb113581,
        AUTHOR = "Hartigan, J.A. and Wong, M.A.",
        TITLE = "A k-means clustering algorithm",
        JOURNAL = AppStat,
        VOLUME = "28",
        YEAR = "1979",
        PAGES = "100-108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109903"}

@article{bb113582,
        AUTHOR = "Selim, S.Z. and Ismail, M.A.",
        TITLE = "K-Means-Type Algorithms:
A Generalized Convergence Theorem and Characterization of Local Optimality",
        JOURNAL = PAMI,
        VOLUME = "6",
        YEAR = "1984",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "81-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109904"}

@article{bb113583,
        AUTHOR = "Navarro, A. and Allen, C.R.",
        TITLE = "Adaptive Classifier Based on K-Means Clustering and
Dynamic Programming",
        JOURNAL = OptEng,
        VOLUME = "36",
        YEAR = "1997",
        NUMBER = "1",
        PAGES = "31-38",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109905"}

@inproceedings{bb113584,
        AUTHOR = "Navarro, A.",
        TITLE = "A Dynamic Feature Classifier Based on Dynamic Programming
and Clustering",
        BOOKTITLE = ICDAR97,
        YEAR = "1997",
        PAGES = "Poste",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109906"}

@article{bb113585,
        AUTHOR = "Chen, C.W. and Luo, J.B. and Parker, K.J.",
        TITLE = "Image Segmentation Via Adaptive K-Mean Clustering And Knowledge-Based
Morphological Operations With Biomedical Applications",
        JOURNAL = IP,
        VOLUME = "7",
        YEAR = "1998",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "1673-1683",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109907"}

@inproceedings{bb113586,
        AUTHOR = "Chen, C.W. and Luo, J.B. and Parker, K.J. and Huang, T.S.",
        TITLE = "A knowledge-based approach to volumetric medical image segmentation",
        BOOKTITLE = ICIP94,
        YEAR = "1994",
        PAGES = "III: 493-497",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109908"}

@article{bb113587,
        AUTHOR = "Tyree, E.W. and Long, J.A.",
        TITLE = "A Monte Carlo Evaluation of the Moving Method, K-means and
Self-Organising Neural Networks",
        JOURNAL = PAA,
        VOLUME = "1",
        YEAR = "1998",
        NUMBER = "2",
        PAGES = "79-90",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109909"}

@article{bb113588,
        AUTHOR = "Su, M.C. and Chou, C.H.",
        TITLE = "A Modified Version of the K-Means Algorithm with a
Distance Based on Cluster Symmetry",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "674-680",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109910"}

@article{bb113589,
        AUTHOR = "Pena, J.M. and Lozano, J.A. and Larranaga, P.",
        TITLE = "An empirical comparison of four initialization methods for the K-Means
algorithm",
        JOURNAL = PRL,
        VOLUME = "20",
        YEAR = "1999",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1027-1040",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109911"}

@article{bb113590,
        AUTHOR = "Ng, M.K.",
        TITLE = "A note on constrained k-means algorithms",
        JOURNAL = PR,
        VOLUME = "33",
        YEAR = "2000",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "515-519",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109912"}

@article{bb113591,
        AUTHOR = "Kanungo, T. and Mount, D.M. and Netanyahu, N.S. and Piatko, C.D. and Silverman, R. and Wu, A.Y.",
        TITLE = "An Efficient k-Means Clustering Algorithm: Analysis and Implementation",
        JOURNAL = PAMI,
        VOLUME = "24",
        YEAR = "2002",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "881-892",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109913"}

@inproceedings{bb113592,
        AUTHOR = "Kanungo, T. and Mount, D.M. and Netanyahu, N.S. and Piatko, C.D. and Silverman, R. and Wu, A.Y.",
        TITLE = "The Analysis of a Simple k-means Clustering Algorithm",
        BOOKTITLE = UMD,
        YEAR = "2000",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109914"}

@inproceedings{bb113593,
        AUTHOR = "Mount, D.M. and Netanyahu, N.S. and Piatko, C.D. and Silverman, R. and Wu, A.Y.",
        TITLE = "Quantile Approximation for Robust Statistical Estimation
and k-enclosing Problems",
        BOOKTITLE = UMD,
        YEAR = "1998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109915"}

@article{bb113594,
        AUTHOR = "Clausi, D.A.",
        TITLE = "K-means Iterative Fisher (KIF) unsupervised clustering algorithm
applied to image texture segmentation",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "1959-1972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109916"}

@article{bb113595,
        AUTHOR = "Likas, A.C. and Vlassis, N. and Verbeek, J.J.",
        TITLE = "The global k-means clustering algorithm",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "451-461",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109917"}

@article{bb113596,
        AUTHOR = "Cheung, Y.M.",
        TITLE = "k*-Means: A new generalized k-means clustering algorithm",
        JOURNAL = PRL,
        VOLUME = "24",
        YEAR = "2003",
        NUMBER = "15",
        MONTH = "November",
        PAGES = "2883-2893",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109918"}

@article{bb113597,
        AUTHOR = "Tarsitano, A.",
        TITLE = "A computational study of several relocation methods for k-means
algorithms",
        JOURNAL = PR,
        VOLUME = "36",
        YEAR = "2003",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "2955-2966",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109919"}

@article{bb113598,
        AUTHOR = "Khan, S.S. and Ahmad, A.",
        TITLE = "Cluster center initialization algorithm for K-means clustering",
        JOURNAL = PRL,
        VOLUME = "25",
        YEAR = "2004",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1293-1302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109920"}

@article{bb113599,
        AUTHOR = "Maliatski, B. and Yadid Pecht, O.",
        TITLE = "Hardware-Driven Adaptive K-Means Clustering for Real-Time Video
Imaging",
        JOURNAL = CirSysVideo,
        VOLUME = "15",
        YEAR = "2005",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "164-166",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern629.html#TT109921"}

Last update:May 10, 2021 at 18:51:10