@inproceedings{bb135000, 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#TT131040"} @inproceedings{bb135001, 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#TT131041"} @article{bb135002, 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#TT131042"} @article{bb135003, 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#TT131043"} @article{bb135004, 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#TT131044"} @article{bb135005, 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#TT131045"} @article{bb135006, 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#TT131046"} @article{bb135007, 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#TT131047"} @article{bb135008, 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#TT131048"} @article{bb135009, 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#TT131049"} @article{bb135010, 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#TT131050"} @article{bb135011, 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#TT131051"} @article{bb135012, 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#TT131052"} @article{bb135013, 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#TT131053"} @article{bb135014, 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#TT131054"} @article{bb135015, 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#TT131055"} @article{bb135016, 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#TT131056"} @inproceedings{bb135017, 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#TT131057"} @inproceedings{bb135018, 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#TT131058"} @article{bb135019, 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#TT131059"} @article{bb135020, 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#TT131060"} @inproceedings{bb135021, 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#TT131061"} @article{bb135022, 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#TT131062"} @article{bb135023, 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#TT131063"} @article{bb135024, 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#TT131064"} @article{bb135025, 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#TT131065"} @article{bb135026, 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#TT131066"} @article{bb135027, 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#TT131067"} @article{bb135028, 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#TT131068"} @article{bb135029, 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#TT131069"} @inproceedings{bb135030, 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#TT131070"} @article{bb135031, 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#TT131071"} @article{bb135032, 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#TT131072"} @article{bb135033, 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#TT131073"} @article{bb135034, 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#TT131074"} @article{bb135035, 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#TT131075"} @article{bb135036, 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#TT131076"} @article{bb135037, 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#TT131077"} @article{bb135038, 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#TT131078"} @article{bb135039, 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#TT131079"} @inproceedings{bb135040, 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#TT131080"} @article{bb135041, 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#TT131081"} @article{bb135042, 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#TT131082"} @article{bb135043, 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#TT131083"} @inproceedings{bb135044, 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#TT131084"} @article{bb135045, 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#TT131085"} @article{bb135046, 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#TT131086"} @article{bb135047, 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#TT131087"} @article{bb135048, 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#TT131088"} @article{bb135049, 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#TT131089"} @article{bb135050, 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#TT131090"} @inproceedings{bb135051, 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#TT131091"} @article{bb135052, 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#TT131092"} @article{bb135053, 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#TT131093"} @article{bb135054, 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#TT131094"} @article{bb135055, 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#TT131095"} @article{bb135056, 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#TT131096"} @article{bb135057, 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#TT131097"} @article{bb135058, AUTHOR = "Feng, G. and Zhang, J.D. and Liao, S.S.Y.", 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#TT131098"} @article{bb135059, 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#TT131099"} @article{bb135060, 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#TT131100"} @article{bb135061, AUTHOR = "Ruiz, P. and Mateos, J. and Camps Valls, G. and Molina, R. and Katsaggelos, A.K.", TITLE = "Bayesian Active Remote Sensing Image Classification", JOURNAL = GeoRS, VOLUME = "52", YEAR = "2014", NUMBER = "4", MONTH = "April", PAGES = "2186-2196", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131101"} @article{bb135062, AUTHOR = "Stein, M. and Castaneda, M. and Mezghani, A. and Nossek, J.A.", TITLE = "Information-Preserving Transformations for Signal Parameter Estimation", JOURNAL = SPLetters, VOLUME = "21", YEAR = "2014", NUMBER = "7", MONTH = "July", PAGES = "866-870", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131102"} @article{bb135063, AUTHOR = "Knowles, D.A. and Ghahramani, Z.", TITLE = "Pitman-Yor Diffusion Trees for Bayesian Hierarchical Clustering", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "271-289", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131103"} @article{bb135064, AUTHOR = "Archambeau, C. and Lakshminarayanan, B. and Bouchard, G.", TITLE = "Latent IBP Compound Dirichlet Allocation", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "321-333", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131104"} @article{bb135065, AUTHOR = "Gershman, S.J. and Frazier, P.I. and Blei, D.M.", TITLE = "Distance Dependent Infinite Latent Feature Models", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "334-345", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131105"} @article{bb135066, AUTHOR = "Foti, N.J. and Williamson, S.A.", TITLE = "A Survey of Non-Exchangeable Priors for Bayesian Nonparametric Models", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "359-371", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131106"} @article{bb135067, AUTHOR = "Doshi Velez, F. and Pfau, D. and Wood, F. and Roy, N.", TITLE = "Bayesian Nonparametric Methods for Partially-Observable Reinforcement Learning", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "394-407", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131107"} @article{bb135068, AUTHOR = "Deisenroth, M.P. and Fox, D. and Rasmussen, C.E.", TITLE = "Gaussian Processes for Data-Efficient Learning in Robotics and Control", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "408-423", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131108"} @article{bb135069, AUTHOR = "Gilboa, E. and Saatci, Y. and Cunningham, J.P.", TITLE = "Scaling Multidimensional Inference for Structured Gaussian Processes", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "424-436", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131109"} @article{bb135070, AUTHOR = "Orbanz, P. and Roy, D.M.", TITLE = "Bayesian Models of Graphs, Arrays and Other Exchangeable Random Structures", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "437-461", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131110"} @article{bb135071, AUTHOR = "Palla, K. and Knowles, D.A. and Ghahramani, Z.", TITLE = "Relational Learning and Network Modelling Using Infinite Latent Attribute Models", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "462-474", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131111"} @article{bb135072, AUTHOR = "Xu, Z. and Yan, F. and Qi, Y.", TITLE = "Bayesian Nonparametric Models for Multiway Data Analysis", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "2", MONTH = "February", PAGES = "475-487", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131112"} @article{bb135073, AUTHOR = "Blomstedt, P. and Tang, J. and Xiong, J. and Granlund, C. and Corander, J.", TITLE = "A Bayesian Predictive Model for Clustering Data of Mixed Discrete and Continuous Type", JOURNAL = PAMI, VOLUME = "37", YEAR = "2015", NUMBER = "3", MONTH = "March", PAGES = "489-498", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131113"} @article{bb135074, AUTHOR = "Sun, S.J. and Zhong, P. and Xiao, H.T. and Wang, R.S.", TITLE = "Active Learning With Gaussian Process Classifier for Hyperspectral Image Classification", JOURNAL = GeoRS, VOLUME = "53", YEAR = "2015", NUMBER = "4", MONTH = "April", PAGES = "1746-1760", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131114"} @article{bb135075, AUTHOR = "Sun, L. and Toh, K.A. and Lin, Z.P.", TITLE = "A center sliding Bayesian binary classifier adopting orthogonal polynomials", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "6", PAGES = "2013-2028", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131115"} @article{bb135076, AUTHOR = "Klarreich, E.", TITLE = "In Search of Bayesian Inference", JOURNAL = CACM, VOLUME = "58", YEAR = "2015", NUMBER = "1", MONTH = "January", PAGES = "21-24", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131116"} @article{bb135077, AUTHOR = "Broumand, A. and Esfahani, M.S. and Yoon, B.J. and Dougherty, E.R.", TITLE = "Discrete optimal Bayesian classification with error-conditioned sequential sampling", JOURNAL = PR, VOLUME = "48", YEAR = "2015", NUMBER = "11", PAGES = "3766-3782", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131117"} @article{bb135078, AUTHOR = "El Korso, M.N. and Boyer, R. and Larzabal, P. and Fleury, B.H.", TITLE = "Estimation Performance for the Bayesian Hierarchical Linear Model", JOURNAL = SPLetters, VOLUME = "23", YEAR = "2016", NUMBER = "4", MONTH = "April", PAGES = "488-492", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131118"} @article{bb135079, AUTHOR = "Ruiz, P. and Molina, R. and Katsaggelos, A.K.", TITLE = "Joint Data Filtering and Labeling Using Gaussian Processes and Alternating Direction Method of Multipliers", JOURNAL = IP, VOLUME = "25", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "3059-3072", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131119"} @article{bb135080, AUTHOR = "Rohani, N. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.", TITLE = "Variational Gaussian process for multisensor classification problems", JOURNAL = PRL, VOLUME = "116", YEAR = "2018", PAGES = "80-87", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131120"} @article{bb135081, AUTHOR = "Morales Alvarez, P. and Perez Suay, A. and Molina, R. and Camps Valls, G.", TITLE = "Remote Sensing Image Classification With Large-Scale Gaussian Processes", JOURNAL = GeoRS, VOLUME = "56", YEAR = "2018", NUMBER = "2", MONTH = "February", PAGES = "1103-1114", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131121"} @article{bb135082, AUTHOR = "Svendsen, D.H. and Martino, L. and Camps Valls, G.", TITLE = "Active emulation of computer codes with Gaussian processes: Application to remote sensing", JOURNAL = PR, VOLUME = "100", YEAR = "2020", PAGES = "107103", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131122"} @article{bb135083, AUTHOR = "Ruiz, P. and Morales Alvarez, P. and Molina, R. and Katsaggelos, A.K.", TITLE = "Learning from crowds with variational Gaussian processes", JOURNAL = PR, VOLUME = "88", YEAR = "2019", PAGES = "298-311", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131123"} @inproceedings{bb135084, AUTHOR = "Ruiz, P. and Mateos, J. and Molina, R. and Katsaggelos, A.K.", TITLE = "Learning filters in Gaussian process classification problems", BOOKTITLE = ICIP14, YEAR = "2014", PAGES = "2913-2917", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131124"} @inproceedings{bb135085, AUTHOR = "Morales Alvarez, P. and Perez Suay, A. and Molina, R. and Camps Valls, G. and Katsaggelos, A.K.", TITLE = "Passive millimeter wave image classification with large scale Gaussian processes", BOOKTITLE = ICIP17, YEAR = "2017", PAGES = "370-374", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131125"} @inproceedings{bb135086, AUTHOR = "Serra, J.G. and Ruiz, P. and Molina, R. and Katsaggelos, A.K.", TITLE = "Bayesian logistic regression with sparse general representation prior for multispectral image classification", BOOKTITLE = ICIP16, YEAR = "2016", PAGES = "1893-1897", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131126"} @article{bb135087, AUTHOR = "Tang, B. and Kay, S. and He, H. and Baggenstoss, P.M.", TITLE = "EEF: Exponentially Embedded Families with Class-Specific Features for Classification", JOURNAL = SPLetters, VOLUME = "23", YEAR = "2016", NUMBER = "7", MONTH = "July", PAGES = "969-973", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131127"} @article{bb135088, AUTHOR = "Kong, G.G. and Jiang, L.X. and Li, C.Q.", TITLE = "Beyond accuracy: Learning selective Bayesian classifiers with minimal test cost", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "165-171", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131128"} @article{bb135089, AUTHOR = "Oneto, L. and Anguita, D. and Ridella, S.", TITLE = "PAC-bayesian analysis of distribution dependent priors: tighter risk bounds and stability analysis", JOURNAL = PRL, VOLUME = "80", YEAR = "2016", NUMBER = "1", PAGES = "200-207", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131129"} @article{bb135090, AUTHOR = "Wong, T.T. and Liu, C.R.", TITLE = "An efficient parameter estimation method for generalized Dirichlet priors in naïve Bayesian classifiers with multinomial models", JOURNAL = PR, VOLUME = "60", YEAR = "2016", NUMBER = "1", PAGES = "62-71", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131130"} @article{bb135091, AUTHOR = "Darwish, S.M.", TITLE = "Combining firefly algorithm and Bayesian classifier: New direction for automatic multilabel image annotation", JOURNAL = IET-IPR, VOLUME = "10", YEAR = "2016", NUMBER = "10", PAGES = "763-772", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131131"} @article{bb135092, AUTHOR = "Such, O. and Barreda, S.", TITLE = "Bayes covariant multi-class classification", JOURNAL = PRL, VOLUME = "84", YEAR = "2016", NUMBER = "1", PAGES = "99-106", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131132"} @article{bb135093, AUTHOR = "Mariooryad, S. and Busso, C.", TITLE = "The Cost of Dichotomizing Continuous Labels for Binary Classification Problems: Deriving a Bayesian-Optimal Classifier", JOURNAL = AffCom, VOLUME = "8", YEAR = "2017", NUMBER = "1", MONTH = "January", PAGES = "119-130", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131133"} @article{bb135094, AUTHOR = "Pereyra, M.", TITLE = "Maximum-a-Posteriori Estimation with Bayesian Confidence Regions", JOURNAL = SIIMS, VOLUME = "10", YEAR = "2017", NUMBER = "1", PAGES = "285-302", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131134"} @article{bb135095, AUTHOR = "Lazaro, M. and Hayes, M.H. and Figueiras Vidal, A.R.", TITLE = "Training neural network classifiers through Bayes risk minimization applying unidimensional Parzen windows", JOURNAL = PR, VOLUME = "77", YEAR = "2018", PAGES = "204-215", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131135"} @article{bb135096, AUTHOR = "Durmus, A. and Moulines, E. and Pereyra, M.", TITLE = "Efficient Bayesian Computation by Proximal Markov Chain Monte Carlo: When Langevin Meets Moreau", JOURNAL = SIIMS, VOLUME = "11", YEAR = "2018", NUMBER = "1", PAGES = "473-506", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131136"} @article{bb135097, AUTHOR = "Nguyen, T.T.T. and Nguyen, T.T. and Liew, A.W.C. and Wang, S.L.", TITLE = "Variational inference based bayes online classifiers with concept drift adaptation", JOURNAL = PR, VOLUME = "81", YEAR = "2018", PAGES = "280-293", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131137"} @article{bb135098, AUTHOR = "Zhao, T.Y. and Zhang, B.P. and He, M. and Zhang, W. and Zhou, N. and Yu, J. and Fan, J.P.", TITLE = "Embedding Visual Hierarchy With Deep Networks for Large-Scale Visual Recognition", JOURNAL = IP, VOLUME = "27", YEAR = "2018", NUMBER = "10", MONTH = "October", PAGES = "4740-4755", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131138"} @article{bb135099, AUTHOR = "Zhao, T.Y. and Chen, Q.Y. and Kuang, Z.Z. and Yu, J. and Zhang, W. and Fan, J.P.", TITLE = "Deep Mixture of Diverse Experts for Large-Scale Visual Recognition", JOURNAL = PAMI, VOLUME = "41", YEAR = "2019", NUMBER = "5", MONTH = "May", PAGES = "1072-1087", BIBSOURCE = "http://www.visionbib.com/bibliography/pattern628.html#TT131139"}