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        TITLE = "On the optimality of Na´ve 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#TT103495"}

@article{bb107063,
        AUTHOR = "Ji, S.H. and Krishnapuram, B. and Carin, L.",
        TITLE = "Variational Bayes for Continuous Hidden Markov Models and Its
Application to Active Learning",
        JOURNAL = PAMI,
        VOLUME = "28",
        YEAR = "2006",
        NUMBER = "4",
        MONTH = "April",
        PAGES = "522-532",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103496"}

@article{bb107064,
        AUTHOR = "Ji, S.H. and Carin, L.",
        TITLE = "Cost-sensitive feature acquisition and classification",
        JOURNAL = PR,
        VOLUME = "40",
        YEAR = "2007",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1474-1485",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103497"}

@article{bb107065,
        AUTHOR = "Ji, S.H. and Watson, L.T. and Carin, L.",
        TITLE = "Semisupervised Learning of Hidden Markov Models via a Homotopy Method",
        JOURNAL = PAMI,
        VOLUME = "31",
        YEAR = "2009",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "275-287",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103498"}

@article{bb107066,
        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#TT103499"}

@article{bb107067,
        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#TT103500"}

@article{bb107068,
        AUTHOR = "Johansson, M. and Olofsson, T.",
        TITLE = "Bayesian Model Selection for Markov, Hidden Markov, and Multinomial
Models",
        JOURNAL = SPLetters,
        VOLUME = "14",
        YEAR = "2007",
        NUMBER = "2",
        MONTH = "February",
        PAGES = "129-132",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103501"}

@article{bb107069,
        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#TT103502"}

@article{bb107070,
        AUTHOR = "Kuncheva, L.I. and Hoare, Z.",
        TITLE = "Error-Dependency Relationships for the Na´ve 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#TT103503"}

@article{bb107071,
        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#TT103504"}

@article{bb107072,
        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#TT103505"}

@article{bb107073,
        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#TT103506"}

@article{bb107074,
        AUTHOR = "Schwier, J.M. and Brooks, R.R. and Griffin, C. and Bukkapatnam, S.",
        TITLE = "Zero knowledge hidden Markov model inference",
        JOURNAL = PRL,
        VOLUME = "30",
        YEAR = "2009",
        NUMBER = "14",
        MONTH = "October",
        PAGES = "1273-1280",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103507"}

@article{bb107075,
        AUTHOR = "Lowne, D.R. and Roberts, S.J. and Garnett, R.",
        TITLE = "Sequential non-stationary dynamic classification with sparse feedback",
        JOURNAL = PR,
        VOLUME = "43",
        YEAR = "2010",
        NUMBER = "3",
        MONTH = "March",
        PAGES = "897-905",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103508"}

@article{bb107076,
        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#TT103509"}

@inproceedings{bb107077,
        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#TT103509"}

@inproceedings{bb107078,
        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#TT103510"}

@inproceedings{bb107079,
        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#TT103511"}

@inproceedings{bb107080,
        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#TT103512"}

@inproceedings{bb107081,
        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#TT103513"}

@inproceedings{bb107082,
        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#TT103514"}

@article{bb107083,
        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#TT103515"}

@article{bb107084,
        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#TT103516"}

@article{bb107085,
        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#TT103517"}

@article{bb107086,
        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#TT103518"}

@article{bb107087,
        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#TT103519"}

@article{bb107088,
        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#TT103520"}

@inproceedings{bb107089,
        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#TT103521"}

@inproceedings{bb107090,
        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#TT103522"}

@article{bb107091,
        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#TT103523"}

@inproceedings{bb107092,
        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#TT103524"}

@article{bb107093,
        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#TT103525"}

@article{bb107094,
        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#TT103526"}

@article{bb107095,
        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,
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        YEAR = "2018",
        NUMBER = "1",
        PAGES = "108-124",
        BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT103527"}

@article{bb107096,
        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#TT103528"}

@article{bb107097,
        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#TT103529"}

@article{bb107098,
        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#TT103530"}

@article{bb107099,
        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#TT103531"}

Last update:Jun 24, 2019 at 10:45:36