@inproceedings{bb120900, AUTHOR = "Lu, F.F. and Li, H.D.", TITLE = "KLDA: An Iterative Approach to Fisher Discriminant Analysis", BOOKTITLE = ICIP07, YEAR = "2007", PAGES = "II: 201-204", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117124"} @inproceedings{bb120901, AUTHOR = "Dai, G. and Yeung, D.Y. and Chang, H.", TITLE = "Extending Kernel Fisher Discriminant Analysis with the Weighted Pairwise Chernoff Criterion", BOOKTITLE = ECCV06, YEAR = "2006", PAGES = "IV: 308-320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117125"} @inproceedings{bb120902, AUTHOR = "Mio, W. and Badlyans, D. and Liu, X.W.", TITLE = "A Computational Approach to Fisher Information Geometry with Applications to Image Analysis", BOOKTITLE = EMMCVPR05, YEAR = "2005", PAGES = "18-33", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117126"} @inproceedings{bb120903, AUTHOR = "Liu, X.W. and Mio, W.", TITLE = "Splitting Factor Analysis and Multi-Class Boosting", BOOKTITLE = ICIP06, YEAR = "2006", PAGES = "949-952", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117127"} @inproceedings{bb120904, AUTHOR = "Liu, X.W. and Mio, W.", TITLE = "Kernel Methods for Nonlinear Discriminative Data Analysis", BOOKTITLE = EMMCVPR05, YEAR = "2005", PAGES = "584-599", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117128"} @inproceedings{bb120905, AUTHOR = "Saadi, K. and Talbot, N.L.C. and Cawley, G.C.", TITLE = "Optimally Regularised Kernel Fisher Discriminant Analysis", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "II: 427-430", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117129"} @inproceedings{bb120906, AUTHOR = "de Ridder, D. and Loog, M. and Reinders, M.J.T.", TITLE = "Local Fisher Embedding", BOOKTITLE = ICPR04, YEAR = "2004", PAGES = "II: 295-298", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117130"} @inproceedings{bb120907, AUTHOR = "Vaswani, N.", TITLE = "A linear classifier for gaussian class conditional distributions with unequal covariance matrices", BOOKTITLE = ICPR02, YEAR = "2002", PAGES = "II: 60-63", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117131"} @inproceedings{bb120908, AUTHOR = "Muto, Y. and Nagase, H. and Hamamoto, Y.", TITLE = "Evaluation of a Modified Parzen Classifier in High Dimensional Spaces", BOOKTITLE = ICPR00, YEAR = "2000", PAGES = "Vol II: 67-70", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117132"} @inproceedings{bb120909, AUTHOR = "Sakai, M. and Yoneda, M. and Hase, H.", TITLE = "A New Robust Quadratic Discriminant Function", BOOKTITLE = ICPR98, YEAR = "1998", PAGES = "Vol I: 99-102", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern627.html#TT117133"} @article{bb120910, AUTHOR = "Beisner, H.M.", TITLE = "A recursive Bayesian approach to pattern recognition", JOURNAL = PR, VOLUME = "1", YEAR = "1968", NUMBER = "1", MONTH = "July", PAGES = "13-31", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117134"} @article{bb120911, AUTHOR = "Basu, J.P. and Odell, P.L.", TITLE = "Effect of intraclass correlation among training samples on the misclassification probabilities of bayes procedure", JOURNAL = PR, VOLUME = "6", YEAR = "1974", NUMBER = "1", MONTH = "June", PAGES = "13-16", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117135"} @article{bb120912, AUTHOR = "Decell, H.P. and Odell, P.L. and Coberly, W.A.", TITLE = "Linear dimension reduction and Bayes classification", JOURNAL = PR, VOLUME = "13", YEAR = "1981", NUMBER = "3", PAGES = "241-243", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117136"} @article{bb120913, AUTHOR = "Tsokos, C.P. and Welch, R.L.W.", TITLE = "Bayes discrimination with mean square error loss", JOURNAL = PR, VOLUME = "10", YEAR = "1978", NUMBER = "2", PAGES = "113-123", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117137"} @article{bb120914, AUTHOR = "Tubbs, J.D.", TITLE = "Effect of autocorrelated training samples on Bayes' probabilities of misclassification", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "6", PAGES = "351-354", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117138"} @article{bb120915, AUTHOR = "Tubbs, J.D. and Coberly, W.A. and Young, D.M.", TITLE = "Linear dimension reduction and Bayes classification with unknown population parameters", JOURNAL = PR, VOLUME = "15", YEAR = "1982", NUMBER = "3", PAGES = "167-172", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117139"} @article{bb120916, AUTHOR = "van Ness, J.W.", TITLE = "On the Dominance of Non-Parametric Bayes Rule Discriminant Algorithms in High Dimensions", JOURNAL = PR, VOLUME = "12", YEAR = "1980", NUMBER = "6", PAGES = "355-368", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117140"} @article{bb120917, AUTHOR = "Postaire, J.G.", TITLE = "An unsupervised Bayes classifier for normal patterns based on marginal densities analysis", JOURNAL = PR, VOLUME = "15", YEAR = "1982", NUMBER = "2", PAGES = "103-111", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117141"} @article{bb120918, AUTHOR = "Jajuga, K.", TITLE = "Bayes classification rule for the general discrete case", JOURNAL = PR, VOLUME = "19", YEAR = "1986", NUMBER = "5", PAGES = "413-415", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117142"} @article{bb120919, AUTHOR = "Toussaint, G.T.", TITLE = "Bayes classification rule for the general discrete case", JOURNAL = PR, VOLUME = "20", YEAR = "1987", NUMBER = "4", PAGES = "411", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117143"} @article{bb120920, AUTHOR = "Kurzynski, M.W.", TITLE = "On the multistage Bayes classifier", JOURNAL = PR, VOLUME = "21", YEAR = "1988", NUMBER = "4", PAGES = "355-365", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117144"} @article{bb120921, AUTHOR = "Garber, F.D. and Djouadi, A.", TITLE = "Bounds on the Bayes Classification Error Based on Pairwise Risk Functions", JOURNAL = PAMI, VOLUME = "10", YEAR = "1988", NUMBER = "2", MONTH = "March", PAGES = "281-288", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117145"} @article{bb120922, AUTHOR = "Hwang, S.Y.", TITLE = "Two heuristics for arranging the order of feature-extraction operations in recursive Bayesian decision rule", JOURNAL = PR, VOLUME = "23", YEAR = "1990", NUMBER = "12", PAGES = "1389-1392", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117146"} @article{bb120923, AUTHOR = "Carhart, G.W. and Draayer, B.F. and Giles, M.K.", TITLE = "Optical-Pattern Recognition Using Bayesian Classification", JOURNAL = PR, VOLUME = "27", YEAR = "1994", NUMBER = "4", MONTH = "April", PAGES = "587-606", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117147"} @article{bb120924, AUTHOR = "Ruiz, A.", TITLE = "A Nonparametric Bound for the Bayes Error", JOURNAL = PR, VOLUME = "28", YEAR = "1995", NUMBER = "6", MONTH = "June", PAGES = "921-930", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117148"} @article{bb120925, AUTHOR = "Avi Itzhak, H. and Diep, T.A.", TITLE = "Arbitrarily Tight Upper and Lower Bounds on the Bayesian Probability of Error", JOURNAL = PAMI, VOLUME = "18", YEAR = "1996", NUMBER = "1", MONTH = "January", PAGES = "89-91", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117149"} @article{bb120926, AUTHOR = "Xu, L.", TITLE = "Bayesian Ying-Yang Machine, Clustering and Number of Clusters", JOURNAL = PRL, VOLUME = "18", YEAR = "1997", NUMBER = "11-13", MONTH = "November", PAGES = "1167-1178", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117150"} @article{bb120927, AUTHOR = "Hurn, M.A. and Mardia, K.V. and Hainsworth, T.J. and Kirkbride, J. and Berry, E.", TITLE = "Bayesian fused classification of medical images", JOURNAL = MedImg, VOLUME = "15", YEAR = "1996", NUMBER = "6", MONTH = "December", PAGES = "850-858", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117151"} @inproceedings{bb120928, AUTHOR = "Mardia, K.V. and Hainsworth, T.J. and Kirkbride, J.", TITLE = "Hierarchical Bayesian Classification of Multimodal Medical Images", BOOKTITLE = MMBIA96, YEAR = "1996", PAGES = "Bayesian Analysis", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117152"} @article{bb120929, AUTHOR = "Gorte, B. and Stein, A.", TITLE = "Bayesian Classification and Class Area Estimation of Satellite Images Using Stratification", JOURNAL = GeoRS, VOLUME = "36", YEAR = "1998", NUMBER = "3", MONTH = "May", PAGES = "803-812", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117153"} @article{bb120930, AUTHOR = "Rajan, J.J. and Rayner, P.J.W. and Godsill, S.J.", TITLE = "Bayesian Approach to Parameter Estimation and Interpolation of Time Varying Autoregressive Processes Using the Gibbs Sampler", JOURNAL = VISP, VOLUME = "144", YEAR = "1997", NUMBER = "4", MONTH = "August", PAGES = "249-256", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117154"} @article{bb120931, AUTHOR = "Sanjaygopel, S. and Hebert, T.J.", TITLE = "Bayesian Pixel Classification Using Spatially Variant Finite Mixtures and the Generalized EM Algorithm", JOURNAL = IP, VOLUME = "7", YEAR = "1998", NUMBER = "7", MONTH = "July", PAGES = "1014-1028", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117155"} @article{bb120932, AUTHOR = "Roberts, S.J. and Husmeier, D. and Rezek, I. and Penny, W.D.", TITLE = "Bayesian Approaches to Gaussian Mixture Modeling", JOURNAL = PAMI, VOLUME = "20", YEAR = "1998", NUMBER = "11", MONTH = "November", PAGES = "1133-1142", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117156"} @article{bb120933, AUTHOR = "Williams, C.K.I. and Barber, D.", TITLE = "Bayesian Classification With Gaussian Processes", JOURNAL = PAMI, VOLUME = "20", YEAR = "1998", NUMBER = "12", MONTH = "December", PAGES = "1342-1351", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117157"} @article{bb120934, AUTHOR = "Horiuchi, T.", TITLE = "Decision Rule for Pattern Classification by Integrating Interval Feature Values", JOURNAL = PAMI, VOLUME = "20", YEAR = "1998", NUMBER = "4", MONTH = "April", PAGES = "440-448", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117158"} @inproceedings{bb120935, AUTHOR = "Horiuchi, T.", TITLE = "Pattern Classification Method by Integrating Interval Feature Values", BOOKTITLE = ICDAR97, YEAR = "1997", PAGES = "847-850", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117159"} @article{bb120936, AUTHOR = "Warrender, C.E. and Augusteijn, M.F.", TITLE = "Fusion of image classifications using Bayesian techniques with Markov random fields", JOURNAL = JRS, VOLUME = "20", YEAR = "1999", NUMBER = "10", MONTH = "July", PAGES = "1987", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117160"} @article{bb120937, AUTHOR = "Foggia, P. and Sansone, C. and Tortorella, F. and Vento, M.", TITLE = "Multiclassification: reject criteria for the Bayesian combiner", JOURNAL = PR, VOLUME = "32", YEAR = "1999", NUMBER = "8", MONTH = "August", PAGES = "1435-1447", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117161"} @inproceedings{bb120938, AUTHOR = "Cordella, L.P. and Foggia, P. and Sansone, C. and Tortorella, F. and Vento, M.", TITLE = "Classification reliability and its use in multi-classifier systems", BOOKTITLE = CIAP97, YEAR = "1997", PAGES = "I: 46-53", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117162"} @inproceedings{bb120939, AUTHOR = "Foggia, P. and Percannella, G. and Sansone, C. and Vento, M.", TITLE = "The Impact of Reliability Evaluation on a Semi-supervised Learning Approach", BOOKTITLE = CIAP09, YEAR = "2009", PAGES = "249-258", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117163"} @inproceedings{bb120940, AUTHOR = "Foggia, P. and Percannella, G. and Sansone, C. and Vento, M.", TITLE = "Evaluating Classification Reliability for Combining Classifiers", BOOKTITLE = CIAP07, YEAR = "2007", PAGES = "711-716", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117164"} @article{bb120941, AUTHOR = "Cordella, L.P. and Foggia, P. and Sansone, C. and Vento, M.", TITLE = "Learning structural shape descriptions from examples", JOURNAL = PRL, VOLUME = "23", YEAR = "2002", NUMBER = "12", MONTH = "October", PAGES = "1427-1437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117165"} @article{bb120942, AUTHOR = "Antos, A. and Devroye, L. and Gyoerfi, L.", TITLE = "Lower Bounds for Bayes Error Estimation", JOURNAL = PAMI, VOLUME = "21", YEAR = "1999", NUMBER = "7", MONTH = "July", PAGES = "643-645", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117166"} @article{bb120943, AUTHOR = "Davis, R. and Prieditis, A.", TITLE = "Designing Optimal Sequential Experiments for a Bayesian Classifier", JOURNAL = PAMI, VOLUME = "21", YEAR = "1999", NUMBER = "3", MONTH = "March", PAGES = "193-201", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117167"} @article{bb120944, AUTHOR = "Rangarajan, A. and Hsiao, I.T. and Gindi, G.", TITLE = "A Bayesian Joint Mixture Framework for the Integration of Anatomical Information in Functional Image Reconstruction", JOURNAL = JMIV, VOLUME = "12", YEAR = "2000", NUMBER = "3", MONTH = "June", PAGES = "199-217", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117168"} @article{bb120945, AUTHOR = "Rueda, L.G. and Oommen, B.J.", TITLE = "On Optimal Pairwise Linear Classifiers for Normal Distributions: The Two-Dimensional Case", JOURNAL = PAMI, VOLUME = "24", YEAR = "2002", NUMBER = "2", MONTH = "February", PAGES = "274-280", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117169"} @article{bb120946, AUTHOR = "Rueda, L.G. and Oommen, B.J.", TITLE = "On Optimal Pairwise Linear Classifiers for Normal Distributions: The D-Dimensional Case", JOURNAL = PR, VOLUME = "36", YEAR = "2003", NUMBER = "1", MONTH = "January", PAGES = "13-23", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117170"} @article{bb120947, AUTHOR = "Rueda, L.G.", TITLE = "Selecting the best hyperplane in the framework of optimal pairwise linear classifiers", JOURNAL = PRL, VOLUME = "25", YEAR = "2004", NUMBER = "1", MONTH = "January", PAGES = "49-62", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117171"} @article{bb120948, AUTHOR = "Rueda, L.G.", TITLE = "An efficient approach to compute the threshold for multi-dimensional linear classifiers", JOURNAL = PR, VOLUME = "37", YEAR = "2004", NUMBER = "4", MONTH = "April", PAGES = "811-826", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117172"} @article{bb120949, AUTHOR = "Rueda, L.G.", TITLE = "A one-dimensional analysis for the probability of error of linear classifiers for normally distributed classes", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "8", MONTH = "August", PAGES = "1197-1207", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117173"} @article{bb120950, AUTHOR = "Oommen, B.J. and Rueda, L.G.", TITLE = "Stochastic learning-based weak estimation of multinomial random variables and its applications to pattern recognition in non-stationary environments", JOURNAL = PR, VOLUME = "39", YEAR = "2006", NUMBER = "3", MONTH = "March", PAGES = "328-341", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117174"} @article{bb120951, AUTHOR = "Forsyth, D.A. and Haddon, J. and Ioffe, S.", TITLE = "The Joy of Sampling", JOURNAL = IJCV, VOLUME = "41", YEAR = "2001", NUMBER = "1-2", MONTH = "January", PAGES = "109-134", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117175"} @article{bb120952, AUTHOR = "Huang, H.J. and Hsu, C.N.", TITLE = "Bayesian classification for data from the same unknown class", JOURNAL = SMC-B, VOLUME = "32", YEAR = "2002", NUMBER = "2", MONTH = "April", PAGES = "137-145", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117176"} @article{bb120953, AUTHOR = "Zribi, M.", TITLE = "Non-parametric and unsupervised Bayesian classification with Bootstrap sampling", JOURNAL = IVC, VOLUME = "22", YEAR = "2004", NUMBER = "1", MONTH = "January", PAGES = "1-8", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117177"} @article{bb120954, AUTHOR = "Zribi, M.", TITLE = "Unsupervised Bayesian image segmentation using orthogonal series", JOURNAL = JVCIR, VOLUME = "18", YEAR = "2007", NUMBER = "6", MONTH = "December", PAGES = "496-503", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117178"} @article{bb120955, AUTHOR = "Zribi, M. and Ghorbel, F.", TITLE = "An Unsupervised and Non-Parametric Bayesian Classifier", JOURNAL = PRL, VOLUME = "24", YEAR = "2003", NUMBER = "1-3", MONTH = "January", PAGES = "97-112", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117179"} @inproceedings{bb120956, AUTHOR = "Zribi, M. and Ghorbel, F.", TITLE = "An unsupervised and non-parametric Bayesian Image segmentation", BOOKTITLE = CIAP95, YEAR = "1995", PAGES = "423-428", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117180"} @inproceedings{bb120957, AUTHOR = "Vass, G.G. and Daoudi, M. and Ghorbel, F.", TITLE = "Optimization methods in multilayer classifier networks for automatic control of lamellibranch larva growth", BOOKTITLE = CIAP97, YEAR = "1997", PAGES = "II: 220-227", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117181"} @article{bb120958, AUTHOR = "Eastman, J.R. and Laney, R.M.", TITLE = "Bayesian Soft Classification for Sub-Pixel Analysis: A Critical Evaluation", JOURNAL = PhEngRS, VOLUME = "68", YEAR = "2002", NUMBER = "11", MONTH = "November", PAGES = "1149-1154", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117182"} @article{bb120959, AUTHOR = "Pernkopf, F. and O'Leary, P.", TITLE = "Floating search algorithm for structure learning of Bayesian network classifiers", JOURNAL = PRL, VOLUME = "24", YEAR = "2003", NUMBER = "15", MONTH = "November", PAGES = "2839-2848", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117183"} @inproceedings{bb120960, AUTHOR = "Pernkopf, F. and O'Leary, P.", TITLE = "Feature Selection for Classification Using Genetic Algorithms with a Novel Encoding", BOOKTITLE = CAIP01, YEAR = "2001", PAGES = "161 ff.", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117184"} @article{bb120961, AUTHOR = "Pernkopf, F.", TITLE = "Bayesian network classifiers versus selective k-NN classifier", JOURNAL = PR, VOLUME = "38", YEAR = "2005", NUMBER = "1", MONTH = "January", PAGES = "1-10", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117185"} @article{bb120962, AUTHOR = "Pernkopf, F. and Wohlmayr, M. and Tschiatschek, S.", TITLE = "Maximum Margin Bayesian Network Classifiers", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "3", MONTH = "March", PAGES = "521-532", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117186"} @article{bb120963, AUTHOR = "Mutsam, N. and Pernkopf, F.", TITLE = "Maximum margin hidden Markov models for sequence classification", JOURNAL = PRL, VOLUME = "77", YEAR = "2016", NUMBER = "1", PAGES = "14-20", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117187"} @article{bb120964, AUTHOR = "Tschiatschek, S. and Pernkopf, F.", TITLE = "On Bayesian Network Classifiers with Reduced Precision Parameters", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "4", MONTH = "April", PAGES = "774-785", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117188"} @article{bb120965, AUTHOR = "Pernkopf, F. and Wohlmayr, M.", TITLE = "Stochastic margin-based structure learning of Bayesian network classifiers", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "2", MONTH = "February", PAGES = "464-471", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117189"} @article{bb120966, AUTHOR = "Raymer, M.L. and Doom, T.E. and Kuhn, L.A. and Punch, W.F.", TITLE = "Knowledge discovery in medical and biological datasets using a hybrid Bayes classifier/evolutionary algorithm", JOURNAL = SMC-B, VOLUME = "33", YEAR = "2003", NUMBER = "5", MONTH = "October", PAGES = "802-813", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117190"} @article{bb120967, AUTHOR = "Thomaz, C.E. and Gillies, D.F. and Feitosa, R.Q.", TITLE = "A New Covariance Estimate for Bayesian Classifiers in Biometric Recognition", JOURNAL = CirSysVideo, VOLUME = "14", YEAR = "2004", NUMBER = "2", MONTH = "February", PAGES = "214-223", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117191"} @article{bb120968, AUTHOR = "Storvik, G. and Fjortoft, R. and Solberg, A.H.S.", TITLE = "A Bayesian Approach to Classification of Multiresolution Remote Sensing Data", JOURNAL = GeoRS, VOLUME = "43", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "539-547", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117192"} @inproceedings{bb120969, AUTHOR = "Kwoh, C.K. and Gillies, D.F.", TITLE = "Estimating the initial values of unobservable variables in visual probabilistic networks", BOOKTITLE = CAIP95, YEAR = "1995", PAGES = "326-333", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117193"} @article{bb120970, AUTHOR = "Aksoy, S. and Koperski, K. and Tusk, C. and Marchisio, G. and Tilton, J.C.", TITLE = "Learning Bayesian Classifiers for Scene Classification With a Visual Grammar", JOURNAL = GeoRS, VOLUME = "43", YEAR = "2005", NUMBER = "3", MONTH = "March", PAGES = "581-589", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117194"} @article{bb120971, AUTHOR = "Hand, D.J. and Yu, K.", TITLE = "Idiot's Bayes: Not so Stupid After All?", JOURNAL = "Statistical Review", VOLUME = "69", YEAR = "2001", PAGES = "385-398", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117195"} @article{bb120972, AUTHOR = "Jamain, A. and Hand, D.J.", TITLE = "The Naive Bayes Mystery: A classification detective story", JOURNAL = PRL, VOLUME = "26", YEAR = "2005", NUMBER = "11", MONTH = "August", PAGES = "1752-1760", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117196"} @article{bb120973, AUTHOR = "Zhang, H. and Su, J.", TITLE = "Learning probabilistic decision trees for AUC", JOURNAL = PRL, VOLUME = "27", YEAR = "2006", NUMBER = "8", MONTH = "June", PAGES = "892-899", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117197"} @article{bb120974, AUTHOR = "Nadarajah, S. and Kotz, S.", TITLE = "A comment on: 'A one-dimensional analysis for the probability of error of linear classifiers for normally distributed classes' by Rueda", JOURNAL = PR, VOLUME = "40", YEAR = "2007", NUMBER = "5", MONTH = "May", PAGES = "1632-1633", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117198"} @article{bb120975, AUTHOR = "Shi, X.J. and Manduchi, R.", TITLE = "On the Bayes fusion of visual features", JOURNAL = IVC, VOLUME = "25", YEAR = "2007", NUMBER = "11", MONTH = "November", PAGES = "1748-1758", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117199"} @article{bb120976, AUTHOR = "Sicard, R. and Artieres, T. and Petit, E.", TITLE = "Learning iteratively a classifier with the Bayesian Model Averaging Principle", JOURNAL = PR, VOLUME = "41", YEAR = "2008", NUMBER = "3", MONTH = "March", PAGES = "930-938", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117200"} @article{bb120977, AUTHOR = "Hernandez Lobato, D. and Hernandez Lobato, J.M.", TITLE = "Bayes Machines for binary classification", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "10", MONTH = "July", PAGES = "1466-1473", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117201"} @article{bb120978, AUTHOR = "Agrawal, R.K. and Bala, R.", TITLE = "Incremental Bayesian classification for multivariate normal distribution data", JOURNAL = PRL, VOLUME = "29", YEAR = "2008", NUMBER = "13", MONTH = "October", PAGES = "1873-1876", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117202"} @inproceedings{bb120979, AUTHOR = "Agrawal, R.K. and Bala, R. and Bala, M.", TITLE = "Discriminant Function Revisited for Incremental Learning", BOOKTITLE = ICCVGIP08, YEAR = "2008", PAGES = "435-441", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117203"} @article{bb120980, AUTHOR = "Damoulas, T. and Girolami, M.A.", TITLE = "Pattern recognition with a Bayesian kernel combination machine", JOURNAL = PRL, VOLUME = "30", YEAR = "2009", NUMBER = "1", MONTH = "January", PAGES = "46-54", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117204"} @article{bb120981, AUTHOR = "Damoulas, T. and Girolami, M.A.", TITLE = "Combining feature spaces for classification", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "2671-2683", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117205"} @article{bb120982, AUTHOR = "Liao, W.H. and Ji, Q.A.", TITLE = "Learning Bayesian network parameters under incomplete data with domain knowledge", JOURNAL = PR, VOLUME = "42", YEAR = "2009", NUMBER = "11", MONTH = "November", PAGES = "3046-3056", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117206"} @inproceedings{bb120983, AUTHOR = "Liao, W.H. and Ji, Q.A.", TITLE = "Exploiting qualitative domain knowledge for learning Bayesian network parameters with incomplete data", BOOKTITLE = ICPR08, YEAR = "2008", PAGES = "1-4", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117207"} @article{bb120984, AUTHOR = "Jiang, L.X.", TITLE = "Random one-dependence estimators", JOURNAL = PRL, VOLUME = "32", YEAR = "2011", NUMBER = "3", MONTH = "February", PAGES = "532-539", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117208"} @article{bb120985, AUTHOR = "Schlueter, R. and Nussbaum Thom, M. and Ney, H.", TITLE = "Does the Cost Function Matter in Bayes Decision Rule?", JOURNAL = PAMI, VOLUME = "34", YEAR = "2012", NUMBER = "2", MONTH = "February", PAGES = "292-301", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117209"} @article{bb120986, AUTHOR = "Silva, J.F. and Narayanan, S.S.", TITLE = "On signal representations within the Bayes decision framework", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "5", MONTH = "May", PAGES = "1853-1865", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117210"} @article{bb120987, AUTHOR = "Ducinskas, K. and Stabingiene, L. and Stabingis, G.", TITLE = "Image Classification Based on Bayes Discriminant Functions", JOURNAL = "Procedia Env. Sci", VOLUME = "7", YEAR = "2011", PAGES = "218-223 ", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117211"} @article{bb120988, AUTHOR = "Ducinskas, K. and Stabingiene, L. and Stabingis, G.", TITLE = "Application of Bayes linear discriminant functions in image classification", JOURNAL = PRL, VOLUME = "35", YEAR = "2013", NUMBER = "3", MONTH = "February", PAGES = "358", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117212"} @article{bb120989, AUTHOR = "Ruzic, T. and Pizurica, A. and Philips, W.", TITLE = "Neighborhood-consensus message passing as a framework for generalized iterated conditional expectations", JOURNAL = PRL, VOLUME = "33", YEAR = "2012", NUMBER = "3", MONTH = "February", PAGES = "309-318", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117213"} @inproceedings{bb120990, AUTHOR = "Liao, W.Z. and Pizurica, A. and Philips, W. and Pi, Y.", TITLE = "A fast iterative kernel PCA feature extraction for hyperspectral images", BOOKTITLE = ICIP10, YEAR = "2010", PAGES = "1317-1320", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117214"} @article{bb120991, AUTHOR = "Boulle, M.", TITLE = "Functional data clustering via piecewise constant nonparametric density estimation", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "4389-4401", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117215"} @article{bb120992, AUTHOR = "Zheng, S.F. and Liu, W.X.", TITLE = "Functional gradient ascent for Probit regression", JOURNAL = PR, VOLUME = "45", YEAR = "2012", NUMBER = "12", MONTH = "December", PAGES = "4428-4437", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117216"} @article{bb120993, AUTHOR = "Dalton, L.A. and Dougherty, E.R.", TITLE = "Optimal classifiers with minimum expected error within a Bayesian framework - Part I: Discrete and Gaussian models", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "5", MONTH = "May", PAGES = "1301-1314", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117217"} @article{bb120994, AUTHOR = "Dalton, L.A. and Dougherty, E.R.", TITLE = "Optimal classifiers with minimum expected error within a Bayesian framework - Part II: Properties and performance analysis", JOURNAL = PR, VOLUME = "46", YEAR = "2013", NUMBER = "5", MONTH = "May", PAGES = "1288-1300", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117218"} @article{bb120995, AUTHOR = "Nielsen, F.", TITLE = "An Information-Geometric Characterization of Chernoff Information", JOURNAL = SPLetters, VOLUME = "20", YEAR = "2013", NUMBER = "3", MONTH = "March", PAGES = "269-272", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117219"} @article{bb120996, AUTHOR = "Trajdos, P. and Burduk, R.", TITLE = "Linear classifier combination via multiple potential functions", JOURNAL = PR, VOLUME = "111", YEAR = "2021", PAGES = "107681", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117220"} @article{bb120997, AUTHOR = "Feng, G. and Zhang, J.D. and Liao, S.S.", TITLE = "A novel method for combining Bayesian networks, theoretical analysis, and its applications", JOURNAL = PR, VOLUME = "47", YEAR = "2014", NUMBER = "5", PAGES = "2057-2069", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117221"} @article{bb120998, AUTHOR = "Wang, X.Z. and He, Y.L. and Wang, D.D.", TITLE = "Non-Naive Bayesian Classifiers for Classification Problems With Continuous Attributes", JOURNAL = Cyber, VOLUME = "44", YEAR = "2014", NUMBER = "1", MONTH = "January", PAGES = "21-39", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117222"} @article{bb120999, AUTHOR = "Besson, O. and Dobigeon, N. and Tourneret, J.Y.", TITLE = "Joint Bayesian Estimation of Close Subspaces from Noisy Measurements", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "2", MONTH = "February", PAGES = "168-171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT117223"}