@inproceedings{bb144800,
        AUTHOR = "Hornegger, J. and Niemann, H.",
        TITLE = "A Bayesian Approach to Learn and Classify 3D Objects from
Intensity Images",
        BOOKTITLE = ICPR94,
        YEAR = "1994",
        PAGES = "B:557-559",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140788"}

@article{bb144801,
        AUTHOR = "Hornegger, J. and Welker, V. and Niemann, H.",
        TITLE = "Localization and classification based on projections",
        JOURNAL = PR,
        VOLUME = "35",
        YEAR = "2002",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1225-1235",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140789"}

@article{bb144802,
        AUTHOR = "Nock, R. and Sebban, M.",
        TITLE = "A Bayesian boosting theorem",
        JOURNAL = PRL,
        VOLUME = "22",
        YEAR = "2001",
        NUMBER = "3-4",
        MONTH = "March",
        PAGES = "413-419",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140790"}

@inproceedings{bb144803,
        AUTHOR = "Piro, P. and Nock, R. and Nielsen, F. and Barlaud, M.",
        TITLE = "Boosting Bayesian MAP Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "661-665",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140791"}

@article{bb144804,
        AUTHOR = "Nielsen, F.",
        TITLE = "Generalized Bhattacharyya and Chernoff upper bounds on Bayes error
using quasi-arithmetic means",
        JOURNAL = PRL,
        VOLUME = "42",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "25-34",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140792"}

@article{bb144805,
        AUTHOR = "Nock, R. and Ali, W.B.H. and d'Ambrosio, R. and Nielsen, F. and Barlaud, M.",
        TITLE = "Gentle Nearest Neighbors Boosting over Proper Scoring Rules",
        JOURNAL = PAMI,
        VOLUME = "37",
        YEAR = "2015",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "80-93",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140793"}

@article{bb144806,
        AUTHOR = "Pena, J.M. and Lozano, J.A. and Larranaga, P. and Inza, I.",
        TITLE = "Dimensionality Reduction in Unsupervised Learning of Conditional
Gaussian Networks",
        JOURNAL = PAMI,
        VOLUME = "23",
        YEAR = "2001",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "590-603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140794"}

@article{bb144807,
        AUTHOR = "Kupinski, M.A. and Edwards, D.C. and Giger, M.L. and Metz, C.E.",
        TITLE = "Ideal observer approximation using bayesian classification neural
networks",
        JOURNAL = MedImg,
        VOLUME = "20",
        YEAR = "2001",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "886-899",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140795"}

@article{bb144808,
        AUTHOR = "Yin, H. and Allinson, N.M.",
        TITLE = "Bayesian self-organising map for Gaussian mixtures",
        JOURNAL = VISP,
        VOLUME = "148",
        YEAR = "2001",
        NUMBER = "4",
        MONTH = "August",
        PAGES = "234-240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140796"}

@article{bb144809,
        AUTHOR = "Mitra, S.K. and Lee, T.W. and Goldbaum, M.",
        TITLE = "A Bayesian network based sequential inference for diagnosis of diseases
from retinal images",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "459-470",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140797"}

@article{bb144810,
        AUTHOR = "Gurwicz, Y. and Lerner, B.",
        TITLE = "Bayesian network classification using spline-approximated kernel
density estimation",
        JOURNAL = PRL,
        VOLUME = "26",
        YEAR = "2005",
        NUMBER = "11",
        MONTH = "August",
        PAGES = "1761-1771",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140798"}

@inproceedings{bb144811,
        AUTHOR = "Gurwicz, Y. and Lerner, B.",
        TITLE = "Rapid spline-based kernel density estimation for bayesian networks",
        BOOKTITLE = ICPR04,
        YEAR = "2004",
        PAGES = "III: 700-703",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140799"}

@inproceedings{bb144812,
        AUTHOR = "Gurwicz, Y. and Lerner, B.",
        TITLE = "Bayesian Class-Matched Multinet Classifier",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "145-153",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140800"}

@inproceedings{bb144813,
        AUTHOR = "Yehezkel, R. and Lerner, B.",
        TITLE = "Bayesian Network Structure Learning by Recursive Autonomy
Identification",
        BOOKTITLE = SSPR06,
        YEAR = "2006",
        PAGES = "154-162",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140801"}

@article{bb144814,
        AUTHOR = "Gurwicz, Y. and Yehezkel, R. and Lachover, B.",
        TITLE = "Multiclass object classification for real-time video surveillance
systems",
        JOURNAL = PRL,
        VOLUME = "32",
        YEAR = "2011",
        NUMBER = "6",
        MONTH = "April",
        PAGES = "805-815",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140802"}

@article{bb144815,
        AUTHOR = "Webb, G.I. and Boughton, J. and Wang, Z.",
        TITLE = "Not So Naive Bayes: Aggregating One-Dependence Estimators",
        JOURNAL = MachLearn,
        VOLUME = "58",
        YEAR = "2005",
        NUMBER = "1",
        PAGES = "5-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140803"}

@article{bb144816,
        AUTHOR = "Kuncheva, L.I.",
        TITLE = "On the optimality of Naïve Bayes with dependent binary features",
        JOURNAL = PRL,
        VOLUME = "27",
        YEAR = "2006",
        NUMBER = "7",
        MONTH = "May",
        PAGES = "830-837",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140804"}

@article{bb144817,
        AUTHOR = "Liu, Q.H. and Liao, X.J. and Carin, H.L. and Stack, J.R. and Carin, L.",
        TITLE = "Semisupervised Multitask Learning",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1074-1086",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140805"}

@article{bb144818,
        AUTHOR = "Williams, D. and Liao, X.J. and Xue, Y. and Carin, L. and Krishnapuram, B.",
        TITLE = "On Classification with Incomplete Data",
        JOURNAL = PAMI,
        VOLUME = "29",
        YEAR = "2007",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "427-436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140806"}

@article{bb144819,
        AUTHOR = "Galan, S.F.",
        TITLE = "Belief updating in Bayesian networks by using a criterion of minimum
time",
        JOURNAL = PRL,
        VOLUME = "29",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "March",
        PAGES = "465-482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140807"}

@article{bb144820,
        AUTHOR = "Kuncheva, L.I. and Hoare, Z.",
        TITLE = "Error-Dependency Relationships for the Naïve Bayes Classifier with
Binary Features",
        JOURNAL = PAMI,
        VOLUME = "30",
        YEAR = "2008",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "735-740",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140808"}

@article{bb144821,
        AUTHOR = "Zhao, K.G. and Popescu, S. and Zhang, X.S.",
        TITLE = "Bayesian Learning with Gaussian Processes for Supervised Classification
of Hyperspectral Data",
        JOURNAL = PhEngRS,
        VOLUME = "74",
        YEAR = "2008",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1223-1234",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140809"}

@article{bb144822,
        AUTHOR = "Marttinen, P. and Tang, J. and de Baets, B. and Dawyndt, P. and Corander, J.",
        TITLE = "Bayesian Clustering of Fuzzy Feature Vectors Using a Quasi-Likelihood
Approach",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "74-85",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140810"}

@article{bb144823,
        AUTHOR = "Langseth, H. and Nielsen, T.D.",
        TITLE = "Latent classification models for binary data",
        JOURNAL = PR,
        VOLUME = "42",
        YEAR = "2009",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2724-2736",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140811"}

@article{bb144824,
        AUTHOR = "Hasanat, M.H.A. and Ramachandram, D. and Mandava, R.",
        TITLE = "Bayesian belief network learning algorithms for modeling contextual
relationships in natural imagery: a comparative study",
        JOURNAL = AIR,
        VOLUME = "34",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "December",
        PAGES = "291-308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140812"}

@inproceedings{bb144825,
        AUTHOR = "Abbasnejad, M.E. and Ramachandram, D. and Mandava, R.",
        TITLE = "Optimizing Kernel Functions Using Transfer Learning from Unlabeled Data",
        BOOKTITLE = ICMV09,
        YEAR = "2009",
        PAGES = "111-117",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140813"}

@article{bb144826,
        AUTHOR = "Barrat, S. and Tabbone, S.A.",
        TITLE = "Modeling, Classifying and Annotating Weakly Annotated Images Using
Bayesian Network",
        JOURNAL = JVCIR,
        VOLUME = "21",
        YEAR = "2010",
        NUMBER = "4",
        MONTH = "May",
        PAGES = "355-363",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140814"}

@inproceedings{bb144827,
        AUTHOR = "Tabbone, S.A. and Barrat, S.",
        TITLE = "Modeling, Classifying and Annotating Weakly Annotated Images Using
Bayesian Network",
        BOOKTITLE = ICDAR09,
        YEAR = "2009",
        PAGES = "1201-1205",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140814"}

@inproceedings{bb144828,
        AUTHOR = "Barrat, S. and Tabbone, S.A.",
        TITLE = "Classification and Automatic Annotation Extension of Images Using
Bayesian Network",
        BOOKTITLE = SSPR08,
        YEAR = "2008",
        PAGES = "937-946",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140815"}

@inproceedings{bb144829,
        AUTHOR = "Bouzaieni, A. and Tabbone, S.A.",
        TITLE = "Image Annotation Using a Semantic Hierarchy",
        BOOKTITLE = SSSPR18,
        YEAR = "2018",
        PAGES = "3-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140816"}

@inproceedings{bb144830,
        AUTHOR = "Bouzaieni, A. and Tabbone, S.A.",
        TITLE = "Images Annotation Extension Based on User Feedback",
        BOOKTITLE = ACIVS17,
        YEAR = "2017",
        PAGES = "418-430",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140817"}

@inproceedings{bb144831,
        AUTHOR = "Bouzaieni, A. and Barrat, S. and Tabbone, S.A.",
        TITLE = "Automatic annotation extension and classification of documents using
a probabilistic graphical model",
        BOOKTITLE = ICDAR15,
        YEAR = "2015",
        PAGES = "316-320",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140818"}

@inproceedings{bb144832,
        AUTHOR = "Bouzaieni, A. and Tabbone, S.A. and Barrat, S.",
        TITLE = "Automatic Images Annotation Extension Using a Probabilistic Graphical
Model",
        BOOKTITLE = CAIP15,
        YEAR = "2015",
        PAGES = "II:579-590",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140819"}

@article{bb144833,
        AUTHOR = "Eches, O. and Dobigeon, N. and Mailhes, C. and Tourneret, J.Y.",
        TITLE = "Bayesian Estimation of Linear Mixtures Using the Normal Compositional
Model: Application to Hyperspectral Imagery",
        JOURNAL = IP,
        VOLUME = "19",
        YEAR = "2010",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1403-1413",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140820"}

@article{bb144834,
        AUTHOR = "Eches, O. and Dobigeon, N. and Tourneret, J.Y.",
        TITLE = "Enhancing Hyperspectral Image Unmixing With Spatial Correlations",
        JOURNAL = GeoRS,
        VOLUME = "49",
        YEAR = "2011",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4239-4247",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140821"}

@article{bb144835,
        AUTHOR = "Uezato, T. and Fauvel, M. and Dobigeon, N.",
        TITLE = "Hyperspectral Image Unmixing With LiDAR Data-Aided Spatial
Regularization",
        JOURNAL = GeoRS,
        VOLUME = "56",
        YEAR = "2018",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "4098-4108",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140822"}

@article{bb144836,
        AUTHOR = "Wong, T.T. and Chang, L.H.",
        TITLE = "Individual attribute prior setting methods for naive Bayesian
classifiers",
        JOURNAL = PR,
        VOLUME = "44",
        YEAR = "2011",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1041-1047",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140823"}

@article{bb144837,
        AUTHOR = "Jamil, T. and ter Braak, C.J.F.",
        TITLE = "Selection properties of type II maximum likelihood (empirical Bayes) in
linear models with individual variance components for predictors",
        JOURNAL = PRL,
        VOLUME = "33",
        YEAR = "2012",
        NUMBER = "9",
        MONTH = "July",
        PAGES = "1205-1212",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140824"}

@article{bb144838,
        AUTHOR = "Thomas, A. and Oommen, B.J.",
        TITLE = "The fundamental theory of optimal 'Anti-Bayesian' parametric pattern
classification using order statistics criteria",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "376-388",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140825"}

@inproceedings{bb144839,
        AUTHOR = "Thomas, A. and Oommen, B.J.",
        TITLE = "Optimal 'anti-bayesian' Parametric Pattern Classification Using Order
Statistics Criteria",
        BOOKTITLE = CIARP12,
        YEAR = "2012",
        PAGES = "1-13",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140826"}

@inproceedings{bb144840,
        AUTHOR = "Thomas, A. and Oommen, B.J.",
        TITLE = "Optimal 'Anti-Bayesian' Parametric Pattern Classification for the
Exponential Family Using Order Statistics Criteria",
        BOOKTITLE = ICIAR12,
        YEAR = "2012",
        PAGES = "I: 11-18",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140827"}

@article{bb144841,
        AUTHOR = "Oommen, B.J. and Thomas, A.",
        TITLE = "'Anti-Bayesian' parametric pattern classification using order
statistics criteria for some members of the exponential family",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "40-55",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140828"}

@inproceedings{bb144842,
        AUTHOR = "Thomas, A. and Oommen, B.J.",
        TITLE = "On Achieving Near-Optimal 'Anti-Bayesian' Order Statistics-Based
Classification for Asymmetric Exponential Distributions",
        BOOKTITLE = CAIP13,
        YEAR = "2013",
        PAGES = "368-376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140829"}

@article{bb144843,
        AUTHOR = "Thomas, A. and Oommen, B.J.",
        TITLE = "Corrigendum to three papers that deal with 'Anti'-Bayesian Pattern
Recognition [Pattern Recognition]",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "6",
        PAGES = "2301-2302",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140830"}

@article{bb144844,
        AUTHOR = "Thomas, A. and Oommen, B.J.",
        TITLE = "Order statistics-based parametric classification for
multi-dimensional distributions",
        JOURNAL = PR,
        VOLUME = "46",
        YEAR = "2013",
        NUMBER = "12",
        PAGES = "3472-3482",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140831"}

@article{bb144845,
        AUTHOR = "Hammer, H.L. and Yazidi, A. and Oommen, B.J.",
        TITLE = "On the classification of dynamical data streams using novel
'Anti-Bayesian' techniques",
        JOURNAL = PR,
        VOLUME = "76",
        YEAR = "2018",
        NUMBER = "1",
        PAGES = "108-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140832"}

@article{bb144846,
        AUTHOR = "Zeng, J. and Cheung, W.K. and Liu, J.M.",
        TITLE = "Learning Topic Models by Belief Propagation",
        JOURNAL = PAMI,
        VOLUME = "35",
        YEAR = "2013",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1121-1134",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140833"}

@article{bb144847,
        AUTHOR = "Mello, M.P. and Risso, J. and Atzberger, C. and Aplin, P. and Pebesma, E. and Oliveira Vieira, C.A. and Theodor Rudorff, B.F.",
        TITLE = "Bayesian Networks for Raster Data (BayNeRD):
Plausible Reasoning from Observations",
        JOURNAL = RS,
        VOLUME = "5",
        YEAR = "2013",
        NUMBER = "11",
        PAGES = "5999-6025",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140834"}

@article{bb144848,
        AUTHOR = "Ko, S. and Kim, D.W.",
        TITLE = "An efficient node ordering method using the conditional frequency for
the K2 algorithm",
        JOURNAL = PRL,
        VOLUME = "40",
        YEAR = "2014",
        NUMBER = "1",
        PAGES = "80-87",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140835"}

@article{bb144849,
        AUTHOR = "Carvalho, A.M. and Adao, P. and Mateus, P.",
        TITLE = "Hybrid learning of Bayesian multinets for binary classification",
        JOURNAL = PR,
        VOLUME = "47",
        YEAR = "2014",
        NUMBER = "10",
        PAGES = "3438-3450",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140836"}

@article{bb144850,
        AUTHOR = "Liu, Y. and Simeone, O. and Haimovich, A.M. and Su, W.",
        TITLE = "Modulation Classification via Gibbs Sampling Based on a Latent
Dirichlet Bayesian Network",
        JOURNAL = SPLetters,
        VOLUME = "21",
        YEAR = "2014",
        NUMBER = "9",
        MONTH = "Sep",
        PAGES = "1135-1139",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140837"}

@article{bb144851,
        AUTHOR = "Filippone, M. and Girolami, M.",
        TITLE = "Pseudo-Marginal Bayesian Inference for Gaussian Processes",
        JOURNAL = PAMI,
        VOLUME = "36",
        YEAR = "2014",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2214-2226",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140838"}

@inproceedings{bb144852,
        AUTHOR = "Filippone, M.",
        TITLE = "Bayesian Inference for Gaussian Process Classifiers with Annealing
and Pseudo-Marginal MCMC",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "614-619",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140839"}

@article{bb144853,
        AUTHOR = "Ortega, P.A.",
        TITLE = "Subjectivity, Bayesianism, and causality",
        JOURNAL = PRL,
        VOLUME = "64",
        YEAR = "2015",
        NUMBER = "1",
        PAGES = "63-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140840"}

@article{bb144854,
        AUTHOR = "Duan, H.P. and Zhang, L. and Fang, J. and Huang, L. and Li, H.B.",
        TITLE = "Pattern-Coupled Sparse Bayesian Learning for Inverse Synthetic
Aperture Radar Imaging",
        JOURNAL = SPLetters,
        VOLUME = "22",
        YEAR = "2015",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1995-1999",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140841"}

@article{bb144855,
        AUTHOR = "Fang, J. and Zhang, L. and Li, H.B.",
        TITLE = "Two-Dimensional Pattern-Coupled Sparse Bayesian Learning via
Generalized Approximate Message Passing",
        JOURNAL = IP,
        VOLUME = "25",
        YEAR = "2016",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2920-2930",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140842"}

@article{bb144856,
        AUTHOR = "Bouguelia, M.R. and Belaid, Y. and Belaid, A.",
        TITLE = "An adaptive streaming active learning strategy based on instance
weighting",
        JOURNAL = PRL,
        VOLUME = "70",
        YEAR = "2016",
        NUMBER = "1",
        PAGES = "38-44",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140843"}

@inproceedings{bb144857,
        AUTHOR = "Bouguelia, M.R. and Belaid, Y. and Belaid, A.",
        TITLE = "Efficient Active Novel Class Detection for Data Stream Classification",
        BOOKTITLE = ICPR14,
        YEAR = "2014",
        PAGES = "2826-2831",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140844"}

@inproceedings{bb144858,
        AUTHOR = "Bouguelia, M.R. and Belaid, Y. and Belaid, A.",
        TITLE = "A Stream-Based Semi-supervised Active Learning Approach for Document
Classification",
        BOOKTITLE = ICDAR13,
        YEAR = "2013",
        PAGES = "611-615",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140845"}

@inproceedings{bb144859,
        AUTHOR = "Philippot, E. and Belaid, Y. and Belaid, A.",
        TITLE = "Learning algorithms of form structure for Bayesian networks",
        BOOKTITLE = ICIP10,
        YEAR = "2010",
        PAGES = "2149-2152",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140846"}

@inproceedings{bb144860,
        AUTHOR = "Philippot, E. and Belaid, Y. and Belaid, A.",
        TITLE = "Bayesian Networks Learning Algorithms for Online Form Classification",
        BOOKTITLE = ICPR10,
        YEAR = "2010",
        PAGES = "1981-1984",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140847"}

@article{bb144861,
        AUTHOR = "Gan, H.X. and Zhang, Y. and Song, Q.",
        TITLE = "Bayesian belief network for positive unlabeled learning with
uncertainty",
        JOURNAL = PRL,
        VOLUME = "90",
        YEAR = "2017",
        NUMBER = "1",
        PAGES = "28-35",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140848"}

@article{bb144862,
        AUTHOR = "Duan, H. and Yang, L. and Fang, J. and Li, H.",
        TITLE = "Fast Inverse-Free Sparse Bayesian Learning via Relaxed Evidence Lower
Bound Maximization",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "774-778",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140849"}

@article{bb144863,
        AUTHOR = "Servajean, M. and Joly, A. and Shasha, D. and Champ, J. and Pacitti, E.",
        TITLE = "Crowdsourcing Thousands of Specialized Labels:
A Bayesian Active Training Approach",
        JOURNAL = MultMed,
        VOLUME = "19",
        YEAR = "2017",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1376-1391",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140850"}

@article{bb144864,
        AUTHOR = "Amirkhani, H. and Rahmati, M. and Lucas, P.J.F. and Hommersom, A.",
        TITLE = "Exploiting Experts: Knowledge for Structure Learning of Bayesian
Networks",
        JOURNAL = PAMI,
        VOLUME = "39",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "2154-2170",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140851"}

@article{bb144865,
        AUTHOR = "Nautsch, A. and Meuwly, D. and Ramos, D. and Lindh, J. and Busch, C.",
        TITLE = "Making Likelihood Ratios Digestible for Cross-Application Performance
Assessment",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1552-1556",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140852"}

@article{bb144866,
        AUTHOR = "Chen, W.",
        TITLE = "Simultaneous Sparse Bayesian Learning With Partially Shared Supports",
        JOURNAL = SPLetters,
        VOLUME = "24",
        YEAR = "2017",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1641-1645",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140853"}

@article{bb144867,
        AUTHOR = "Nie, S. and Zheng, M. and Ji, Q.",
        TITLE = "The Deep Regression Bayesian Network and Its Applications:
Probabilistic Deep Learning for Computer Vision",
        JOURNAL = SPMag,
        VOLUME = "35",
        YEAR = "2018",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "101-111",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140854"}

@article{bb144868,
        AUTHOR = "Meng, X. and Wu, S. and Zhu, J.",
        TITLE = "A Unified Bayesian Inference Framework for Generalized Linear Models",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "398-402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140855"}

@article{bb144869,
        AUTHOR = "Wang, Y.H. and Gao, H. and Chen, G.",
        TITLE = "Predictive complex event processing based on evolving Bayesian
networks",
        JOURNAL = PRL,
        VOLUME = "105",
        YEAR = "2018",
        PAGES = "207-216",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140856"}

@article{bb144870,
        AUTHOR = "Sosic, A. and Zoubir, A.M. and Koeppl, H.",
        TITLE = "A Bayesian Approach to Policy Recognition and State Representation
Learning",
        JOURNAL = PAMI,
        VOLUME = "40",
        YEAR = "2018",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "1295-1308",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140857"}

@article{bb144871,
        AUTHOR = "Nguyen, T.H. and Simsekli, U. and Richard, G. and Cemgil, A.T.",
        TITLE = "Efficient Bayesian Model Selection in PARAFAC via Stochastic
Thermodynamic Integration",
        JOURNAL = SPLetters,
        VOLUME = "25",
        YEAR = "2018",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "725-729",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140858"}

@article{bb144872,
        AUTHOR = "Benjumeda, M. and Luengo Sanchez, S. and Larranaga, P. and Bielza, C.",
        TITLE = "Tractable learning of Bayesian networks from partially observed data",
        JOURNAL = PR,
        VOLUME = "91",
        YEAR = "2019",
        PAGES = "190-199",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140859"}

@article{bb144873,
        AUTHOR = "Abdulkareem, S.A. and Mustafa, Y.T. and Augustijn, E.W. and Filatova, T.",
        TITLE = "Bayesian networks for spatial learning: a workflow on using limited
survey data for intelligent learning in spatial agent-based models",
        JOURNAL = GeoInfo,
        VOLUME = "23",
        YEAR = "2019",
        NUMBER = "2",
        MONTH = "Apr",
        PAGES = "243-268",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140860"}

@article{bb144874,
        AUTHOR = "Liang, J. and Ahmad, B.I. and Gan, R. and Langdon, P. and Hardy, R. and Godsill, S.",
        TITLE = "On Destination Prediction Based on Markov Bridging Distributions",
        JOURNAL = SPLetters,
        VOLUME = "26",
        YEAR = "2019",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1663-1667",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140861"}

@article{bb144875,
        AUTHOR = "Zhou, Y. and Cheung, Y.M.",
        TITLE = "Bayesian Low-Tubal-Rank Robust Tensor Factorization with Multi-Rank
Determination",
        JOURNAL = PAMI,
        VOLUME = "43",
        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "62-76",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140862"}

@article{bb144876,
        AUTHOR = "Prijatelj, D.S. and McCurrie, M. and Anthony, S.E. and Scheirer, W.J.",
        TITLE = "A Bayesian evaluation framework for subjectively annotated visual
recognition tasks",
        JOURNAL = PR,
        VOLUME = "123",
        YEAR = "2022",
        PAGES = "108395",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140863"}

@article{bb144877,
        AUTHOR = "Christmas, J.",
        TITLE = "Non-stationary, online variational Bayesian learning, with circular
variables",
        JOURNAL = PR,
        VOLUME = "122",
        YEAR = "2022",
        PAGES = "108340",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140864"}

@article{bb144878,
        AUTHOR = "Khong, T.T.T. and Nakada, T. and Nakashima, Y.",
        TITLE = "Flexible Bayesian Inference by Weight Transfer for Robust Deep Neural
Networks",
        JOURNAL = IEICE,
        VOLUME = "E104-D",
        YEAR = "2021",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1981-1991",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140865"}

@inproceedings{bb144879,
        AUTHOR = "Manton, J.H. and Le Bihan, N.",
        TITLE = "On some global topological aspects of manifold learning",
        BOOKTITLE = ICIP17,
        YEAR = "2017",
        PAGES = "225-229",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140866"}

@article{bb144880,
        AUTHOR = "Marghi, Y.M. and Kocanaogullari, A. and Akcakaya, M. and Erdogmus, D.",
        TITLE = "Active recursive Bayesian inference using Rényi information measures",
        JOURNAL = PRL,
        VOLUME = "154",
        YEAR = "2022",
        PAGES = "90-98",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140867"}

@article{bb144881,
        AUTHOR = "Zhao, Y. and Nassar, J. and Jordan, I. and Bugallo, M. and Park, I.M.",
        TITLE = "Streaming Variational Monte Carlo",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "1150-1161",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140868"}

@article{bb144882,
        AUTHOR = "Yu, H. and Wu, S.W. and Dauwels, J.",
        TITLE = "Efficient Variational Bayes Learning of Graphical Models With Smooth
Structural Changes",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "475-488",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140869"}

@article{bb144883,
        AUTHOR = "Salazar, A. and Vergara, L. and Vidal, E.",
        TITLE = "A proxy learning curve for the Bayes classifier",
        JOURNAL = PR,
        VOLUME = "136",
        YEAR = "2023",
        PAGES = "109240",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140870"}

@article{bb144884,
        AUTHOR = "Zhang, X.Y. and Wang, T. and Wang, D.",
        TITLE = "Fast Variational Bayesian Inference for Space-Time Adaptive
Processing",
        JOURNAL = RS,
        VOLUME = "15",
        YEAR = "2023",
        NUMBER = "17",
        PAGES = "4334",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140871"}

@article{bb144885,
        AUTHOR = "Flynn, H. and Reeb, D. and Kandemir, M. and Peters, J.",
        TITLE = "PAC-Bayes Bounds for Bandit Problems:
A Survey and Experimental Comparison",
        JOURNAL = PAMI,
        VOLUME = "45",
        YEAR = "2023",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "15308-15327",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140872"}

@article{bb144886,
        AUTHOR = "Wang, S. and Ren, J.F. and Bai, R. and Yao, Y. and Jiang, X.D.",
        TITLE = "A Max-Relevance-Min-Divergence criterion for data discretization with
applications on naive Bayes",
        JOURNAL = PR,
        VOLUME = "149",
        YEAR = "2024",
        PAGES = "110236",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140873"}

@inproceedings{bb144887,
        AUTHOR = "Wang, S. and Ren, J.F. and Lian, X.Y. and Bai, R.B. and Jiang, X.D.",
        TITLE = "Boosting the Discriminant Power of Naive Bayes",
        BOOKTITLE = "ICPR22",
        YEAR = "2022",
        PAGES = "4906-4912",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140874"}

@inproceedings{bb144888,
        AUTHOR = "Fan, Y.H. and Wang, Y.L.",
        TITLE = "Geometry-Aware Hierarchical Bayesian Learning on Manifolds",
        BOOKTITLE = WACV22,
        YEAR = "2022",
        PAGES = "2743-2752",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140875"}

@inproceedings{bb144889,
        AUTHOR = "Yafune, R. and Sakuma, D. and Takayanagi, M. and Tabei, Y. and Saito, N. and Saigo, H.",
        TITLE = "Automatically mining Relevant Variable Interactions Via Sparse
Bayesian Learning",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "9635-9642",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140876"}

@inproceedings{bb144890,
        AUTHOR = "Roth, W. and Pernkopf, F. and Schindler, G. and Froning, H.",
        TITLE = "On Resource-Efficient Bayesian Network Classifiers and Deep Neural
Networks",
        BOOKTITLE = ICPR21,
        YEAR = "2021",
        PAGES = "10297-10304",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140877"}

@inproceedings{bb144891,
        AUTHOR = "Niu, C. and Zhang, J. and Wang, G. and Liang, J.M.",
        TITLE = "GATCluster:
Self-supervised Guassian-attention Network for Image Clustering",
        BOOKTITLE = ECCV20,
        YEAR = "2020",
        PAGES = "XXV:735-751",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140878"}

@inproceedings{bb144892,
        AUTHOR = "Wang, H. and Chen, Y.H. and Ma, C. and Avery, J. and Hull, L. and Carneiro, G.",
        TITLE = "Multi-Modal Learning with Missing Modality via Shared-Specific
Feature Modelling",
        BOOKTITLE = CVPR23,
        YEAR = "2023",
        PAGES = "15878-15887",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140879"}

@inproceedings{bb144893,
        AUTHOR = "Nguyen, C. and Do, T.T. and Carneiro, G.",
        TITLE = "Uncertainty in Model-Agnostic Meta-Learning using Variational
Inference",
        BOOKTITLE = WACV20,
        YEAR = "2020",
        PAGES = "3079-3089",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140880"}

@inproceedings{bb144894,
        AUTHOR = "Wang, Q.L. and Li, P.H. and Hu, Q.H. and Zhu, P.F. and Zuo, W.M.",
        TITLE = "Deep Global Generalized Gaussian Networks",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5075-5083",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140881"}

@inproceedings{bb144895,
        AUTHOR = "Cheng, Z. and Gadelha, M. and Maji, S. and Sheldon, D.",
        TITLE = "A Bayesian Perspective on the Deep Image Prior",
        BOOKTITLE = CVPR19,
        YEAR = "2019",
        PAGES = "5438-5446",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140882"}

@inproceedings{bb144896,
        AUTHOR = "Shekhovtsov, A. and Flach, B.",
        TITLE = "Stochastic Normalizations as Bayesian Learning",
        BOOKTITLE = ACCV18,
        YEAR = "2018",
        PAGES = "II:463-479",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140883"}

@inproceedings{bb144897,
        AUTHOR = "Akhtar, N. and Mian, A. and Porikli, F.M.",
        TITLE = "Joint Discriminative Bayesian Dictionary and Classifier Learning",
        BOOKTITLE = CVPR17,
        YEAR = "2017",
        PAGES = "3919-3928",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140884"}

@inproceedings{bb144898,
        AUTHOR = "Katsuki, T. and Inoue, M.",
        TITLE = "Bayesian regression selecting valuable subset from mixed bag training
data",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "2580-2585",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140885"}

@inproceedings{bb144899,
        AUTHOR = "Gao, X.G. and Yang, Y. and Guo, Z.G. and Chen, D.Q.",
        TITLE = "Bayesian approach to learn Bayesian networks using data and
constraints",
        BOOKTITLE = ICPR16,
        YEAR = "2016",
        PAGES = "3667-3672",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT140886"}

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