Circular Bayesian classifiers using wrapped Cauchy distributions

[1]  Jaime S. Cardoso,et al.  Discriminative directional classifiers , 2016, Neurocomputing.

[2]  Concha Bielza,et al.  Tree-Structured Bayesian Networks for Wrapped Cauchy Directional Distributions , 2016, CAEPIA.

[3]  Concha Bielza,et al.  Dendritic branching angles of pyramidal cells across layers of the juvenile rat somatosensory cortex , 2016, The Journal of comparative neurology.

[4]  Mihaljevic Bojan,et al.  Learning Discrete Bayesian Network Classifiers from Data , 2015 .

[5]  Shogo Kato,et al.  A Möbius transformation-induced distribution on the torus , 2015 .

[6]  Concha Bielza,et al.  Directional naive Bayes classifiers , 2015, Pattern Analysis and Applications.

[7]  M. Romanazzi.  Discriminant Analysis with High Dimensional von Mises - Fisher Distributions , 2014 .

[8]  Concha Bielza,et al.  Discrete Bayesian Network Classifiers , 2014, ACM Comput. Surv..

[9]  Ulric J. Lund,et al.  Identifying geographical patterns of wildfire orientation: A watershed-based analysis , 2012 .

[10]  S. R. Jammalamadaka,et al.  Directional Statistics, I , 2011 .

[11]  A. SenGupta,et al.  A Classification Method for Directional Data with Application to the Human Skull , 2011 .

[12]  Jeff Gill,et al.  Circular Data in Political Science and How to Handle It , 2010, Political Analysis.

[13]  Wouter Boomsma,et al.  Beyond rotamers: a generative, probabilistic model of side chains in proteins , 2010, BMC Bioinformatics.

[14]  Nir Friedman,et al.  Probabilistic Graphical Models - Principles and Techniques , 2009 .

[15]  J. A. Carta,et al.  Statistical modelling of directional wind speeds using mixtures of von Mises distributions: Case study , 2008 .

[16]  Kanti V. Mardia,et al.  A multivariate von mises distribution with applications to bioinformatics , 2008 .

[17]  J. Demšar.  Statistical Comparisons of Classifiers over Multiple Data Sets , 2006, J. Mach. Learn. Res..

[18]  Adelaide Figueiredo,et al.  Discriminant analysis based on the Watson distribution defined on the hypersphere , 2006 .

[19]  Inderjit S. Dhillon,et al.  Clustering on the Unit Hypersphere using von Mises-Fisher Distributions , 2005, J. Mach. Learn. Res..

[20]  Pedro Larrañaga,et al.  Feature selection in Bayesian classifiers for the prognosis of survival of cirrhotic patients treated with TIPS , 2005, J. Biomed. Informatics.

[21]  S. R. Jammalamadaka,et al.  Topics in Circular Statistics , 2001 .

[22]  Gill Mould,et al.  Directional statistics of the wind and waves , 2000 .

[23]  Nir Friedman,et al.  Bayesian Network Classifiers , 1997, Machine Learning.

[24]  Franz Streit,et al.  Identification analysis in directional statistics , 1996 .

[25]  P. McCullagh.  Möbius transformation and Cauchy parameter estimation , 1996 .

[26]  R. Miranda,et al.  Circular Nodes in Neural Networks , 1996, Neural Computation.

[27]  David Heckerman,et al.  Learning Gaussian Networks , 1994, UAI.

[28]  Pat Langley,et al.  Induction of Selective Bayesian Classifiers , 1994, UAI.

[29]  N. Fisher.  Statistical Analysis of Circular Data , 1993 .

[30]  Judea Pearl,et al.  Probabilistic reasoning in intelligent systems - networks of plausible inference , 1991, Morgan Kaufmann series in representation and reasoning.

[31]  Igor Kononenko,et al.  Semi-Naive Bayesian Classifier , 1991, EWSL.

[32]  P. J. Laycock,et al.  Discriminant analysis of directional data , 1974 .

[33]  K. Mardia.  Statistics of Directional Data , 1972 .

[34]  C. Chow,et al.  Approximating discrete probability distributions with dependence trees , 1968, IEEE Trans. Inf. Theory.

[35]  Klaus Schmidt-Koenig,et al.  ON THE ROLE OF THE LOFT, THE DISTANCE AND SITE OF RELEASE IN PIGEON HOMING (THE "CROSS-LOFT EXPERIMENT") , 1963 .

[36]  R. Fisher.  Dispersion on a sphere , 1953, Proceedings of the Royal Society of London. Series A. Mathematical and Physical Sciences.

[37]  J. Graham.  The stability and significance of magnetism in sedimentary rocks , 1949 .

[38]  Aurel Wintner,et al.  On the Shape of the Angular Case of Cauchy's Distribution Curves , 1947 .

[39]  M. Friedman.  The Use of Ranks to Avoid the Assumption of Normality Implicit in the Analysis of Variance , 1937 .

[40]  Irene L. Hudson,et al.  Applications of Circular Statistics in Plant Phenology: a Case Studies Approach , 2010 .

[41]  A. SenGupta,et al.  A Simple Classification Rule for Directional Data , 2005 .

[42]  M. Pazzani.  Constructive Induction of Cartesian Product Attributes , 1998 .

[43]  E. Batschelet.  Circular statistics in biology , 1981 .

[44]  N. Kuiper.  Tests concerning random points on a circle , 1960 .

[45]  Paul Levy,et al.  L'addition des variables aléatoires définies sur une circonférence , 1939 .

[46]  Pedro Larrañaga,et al.  A review of feature selection techniques in bioinformatics , 2007, Bioinform..