@article{bb122300,
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#TT118523"}
@article{bb122301,
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#TT118524"}
@article{bb122302,
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#TT118525"}
@article{bb122303,
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#TT118526"}
@inproceedings{bb122304,
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#TT118527"}
@inproceedings{bb122305,
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#TT118528"}
@inproceedings{bb122306,
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#TT118529"}
@article{bb122307,
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#TT118530"}
@article{bb122308,
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#TT118531"}
@article{bb122309,
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#TT118532"}
@article{bb122310,
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#TT118533"}
@article{bb122311,
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#TT118534"}
@article{bb122312,
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#TT118535"}
@article{bb122313,
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#TT118536"}
@article{bb122314,
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#TT118537"}
@article{bb122315,
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#TT118538"}
@article{bb122316,
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#TT118539"}
@article{bb122317,
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#TT118540"}
@article{bb122318,
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#TT118541"}
@article{bb122319,
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#TT118542"}
@article{bb122320,
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#TT118543"}
@article{bb122321,
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#TT118544"}
@article{bb122322,
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#TT118545"}
@inproceedings{bb122323,
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#TT118546"}
@article{bb122324,
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#TT118547"}
@article{bb122325,
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#TT118548"}
@inproceedings{bb122326,
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#TT118548"}
@inproceedings{bb122327,
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#TT118549"}
@inproceedings{bb122328,
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#TT118550"}
@inproceedings{bb122329,
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#TT118551"}
@inproceedings{bb122330,
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#TT118552"}
@inproceedings{bb122331,
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#TT118553"}
@article{bb122332,
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#TT118554"}
@article{bb122333,
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#TT118555"}
@article{bb122334,
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#TT118556"}
@article{bb122335,
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#TT118557"}
@article{bb122336,
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#TT118558"}
@article{bb122337,
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#TT118559"}
@inproceedings{bb122338,
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#TT118560"}
@inproceedings{bb122339,
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#TT118561"}
@article{bb122340,
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#TT118562"}
@inproceedings{bb122341,
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#TT118563"}
@article{bb122342,
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#TT118564"}
@article{bb122343,
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#TT118565"}
@article{bb122344,
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#TT118566"}
@article{bb122345,
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#TT118567"}
@article{bb122346,
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#TT118568"}
@article{bb122347,
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#TT118569"}
@article{bb122348,
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#TT118570"}
@article{bb122349,
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#TT118571"}
@article{bb122350,
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#TT118572"}
@inproceedings{bb122351,
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#TT118573"}
@article{bb122352,
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#TT118574"}
@article{bb122353,
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#TT118575"}
@article{bb122354,
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#TT118576"}
@article{bb122355,
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#TT118577"}
@inproceedings{bb122356,
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#TT118578"}
@inproceedings{bb122357,
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#TT118579"}
@inproceedings{bb122358,
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#TT118580"}
@inproceedings{bb122359,
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#TT118581"}
@article{bb122360,
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#TT118582"}
@article{bb122361,
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#TT118583"}
@article{bb122362,
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#TT118584"}
@article{bb122363,
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#TT118585"}
@article{bb122364,
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#TT118586"}
@article{bb122365,
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#TT118587"}
@article{bb122366,
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#TT118588"}
@article{bb122367,
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#TT118589"}
@article{bb122368,
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#TT118590"}
@article{bb122369,
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#TT118591"}
@article{bb122370,
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#TT118592"}
@article{bb122371,
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#TT118593"}
@article{bb122372,
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#TT118594"}
@article{bb122373,
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#TT118595"}
@article{bb122374,
AUTHOR = "Zhao, H. and Lu, M. and Yao, A.B. and Guo, Y.W. and Chen, Y.R. and Zhang, L.",
TITLE = "Pointly-supervised scene parsing with uncertainty mixture",
JOURNAL = CVIU,
VOLUME = "200",
YEAR = "2020",
PAGES = "103040",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118596"}
@article{bb122375,
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#TT118597"}
@inproceedings{bb122376,
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#TT118598"}
@inproceedings{bb122377,
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#TT118599"}
@inproceedings{bb122378,
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#TT118600"}
@inproceedings{bb122379,
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#TT118601"}
@inproceedings{bb122380,
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#TT118602"}
@inproceedings{bb122381,
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#TT118603"}
@inproceedings{bb122382,
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#TT118604"}
@inproceedings{bb122383,
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#TT118605"}
@inproceedings{bb122384,
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#TT118606"}
@inproceedings{bb122385,
AUTHOR = "Dayoub, F. and Sunderhauf, N. and Corke, P.I.",
TITLE = "Episode-Based Active Learning with Bayesian Neural Networks",
BOOKTITLE = DeepLearnRV17,
YEAR = "2017",
PAGES = "498-500",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118607"}
@inproceedings{bb122386,
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#TT118608"}
@inproceedings{bb122387,
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#TT118609"}
@inproceedings{bb122388,
AUTHOR = "Nie, S. and Zhao, Y. and Ji, Q.A.",
TITLE = "Latent regression Bayesian network for data representation",
BOOKTITLE = ICPR16,
YEAR = "2016",
PAGES = "3494-3499",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118610"}
@inproceedings{bb122389,
AUTHOR = "Li, F.Y. and Shafiee, M.J. and Chung, A.G. and Chwyl, B. and Kazemzadeh, F. and Wong, A. and Zelek, J.",
TITLE = "High dynamic range map estimation via fully connected random fields
with stochastic cliques",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "2159-2163",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118611"}
@inproceedings{bb122390,
AUTHOR = "Shafiee, M.J. and Siva, P. and Fieguth, P.W. and Wong, A.",
TITLE = "Efficient Deep Feature Learning and Extraction via StochasticNets",
BOOKTITLE = Robust16,
YEAR = "2016",
PAGES = "1101-1109",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118612"}
@inproceedings{bb122391,
AUTHOR = "Chung, A.G. and Shafiee, M.J. and Wong, A.",
TITLE = "Image Restoration via Deep-Structured Stochastically Fully-Connected
Conditional Random Fields (DSFCRFs) for Very Low-Light Conditions",
BOOKTITLE = CRV16,
YEAR = "2016",
PAGES = "194-200",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118613"}
@inproceedings{bb122392,
AUTHOR = "Shafiee, M.J. and Chung, A.G. and Wong, A. and Fieguth, P.W.",
TITLE = "Improved fine structure modeling via guided stochastic clique
formation in fully connected conditional random fields",
BOOKTITLE = ICIP15,
YEAR = "2015",
PAGES = "3260-3264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118614"}
@inproceedings{bb122393,
AUTHOR = "Shafiee, M.J. and Wong, A.G. and Siva, P. and Fieguth, P.W.",
TITLE = "Efficient Bayesian inference using fully connected conditional random
fields with stochastic cliques",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "4289-4293",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118615"}
@inproceedings{bb122394,
AUTHOR = "Terzic, K. and du Buf, J.M.H.",
TITLE = "An efficient Naive Bayes approach to category-level object detection",
BOOKTITLE = ICIP14,
YEAR = "2014",
PAGES = "1658-1662",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118616"}
@inproceedings{bb122395,
AUTHOR = "Escalante, H.J. and Sotomayor, M. and Montes, M. and Lopez Monroy, A.P.",
TITLE = "Object Recognition with Näive Bayes-NN via Prototype Generation",
BOOKTITLE = MCPR14,
YEAR = "2014",
PAGES = "162-171",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118617"}
@inproceedings{bb122396,
AUTHOR = "Cheng, D.Y. and Sun, T.F. and Jiang, X.H. and Wang, S.L.",
TITLE = "Unsupervised feature learning using Markov deep belief network",
BOOKTITLE = ICIP13,
YEAR = "2013",
PAGES = "260-264",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118618"}
@inproceedings{bb122397,
AUTHOR = "Tang, Y. and Srihari, S.N.",
TITLE = "Efficient and accurate learning of Bayesian networks using chi-squared
independence tests",
BOOKTITLE = ICPR12,
YEAR = "2012",
PAGES = "2723-2726",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118619"}
@inproceedings{bb122398,
AUTHOR = "Staudenmaier, A. and Klauck, U. and Kreßel, U. and Lindner, F. and Wohler, C.",
TITLE = "Confidence Measurements for Adaptive Bayes Decision Classifier Cascades
and Their Application to Us Speed Limit Detection",
BOOKTITLE = DAGM12,
YEAR = "2012",
PAGES = "478-487",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118620"}
@inproceedings{bb122399,
AUTHOR = "Takasu, A. and Fukagawa, D. and Akutsu, T.",
TITLE = "A Variational Bayesian EM Algorithm for Tree Similarity",
BOOKTITLE = ICPR10,
YEAR = "2010",
PAGES = "1056-1059",
BIBSOURCE = "http://www.visionbib.com/bibliography/pattern654.html#TT118621"}
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