Search results for "Finite mixtures"

Hits ?▲	Authors	Title	Venue	Year	Link	Author keywords
2	Aladdin Shamilov, Senay Asma	On the Identifiability of Finite Mixtures Based on the Union of Logarithmic Series and Discrete Rectangular Families.	Neural Processing Letters	2009	DBLP DOI BibTeX RDF	Logarithmic series, Discrete rectangular families, Union of heterogeneous parametric distribution, Identifiability, Finite mixture
2	Bettina Grün, Friedrich Leisch	Identifiability of Finite Mixtures of Multinomial Logit Models with Varying and Fixed Effects.	J. Classification	2008	DBLP DOI BibTeX RDF	Conditional logit, Multinomial logit, Unobserved heterogeneity, Identifiability, Finite mixture
2	Thomas Stibor	Discriminating self from non-self with finite mixtures of multivariate Bernoulli distributions.	GECCO	2008	DBLP DOI BibTeX RDF	multivariate bernoulli distributions, statistical modeling, em-algorithm
2	Zhiwu Lu, Yuxin Peng, Jianguo Xiao	Unsupervised learning of finite mixtures using entropy regularization and its application to image segmentation.	CVPR	2008	DBLP DOI BibTeX RDF
2	Zhiwu Lu, Xiaoqing Lu, Zhiyuan Ye	Asymptotic Convergence Properties of Entropy Regularized Likelihood Learning on Finite Mixtures with Automatic Model Selection.	ISNN	2007	DBLP DOI BibTeX RDF
2	Jinwen Ma	Automated Model Selection (AMS) on Finite Mixtures: A Theoretical Analysis.	IJCNN	2006	DBLP DOI BibTeX RDF
2	Ramin Samadani	A finite mixtures algorithm for finding proportions in SAR images.	IEEE Transactions on Image Processing	1995	DBLP DOI BibTeX RDF
1	Bettina Grün, Theresa Scharl, Friedrich Leisch	Modelling time course gene expression data with finite mixtures of linear additive models.	Bioinformatics	2012	DBLP DOI BibTeX RDF
1	Mohand Saïd Allili	Wavelet Modeling Using Finite Mixtures of Generalized Gaussian Distributions: Application to Texture Discrimination and Retrieval.	IEEE Transactions on Image Processing	2012	DBLP DOI BibTeX RDF
1	Nizar Bouguila	Count Data Modeling and Classification Using Finite Mixtures of Distributions.	IEEE Transactions on Neural Networks	2011	DBLP DOI BibTeX RDF
1	Cinzia Viroli	Finite mixtures of matrix normal distributions for classifying three-way data.	Statistics and Computing	2011	DBLP DOI BibTeX RDF
1	Vladimir Krylov, Gabriele Moser, Sebastiano B. Serpico, Josiane Zerubia	Supervised High-Resolution Dual-Polarization SAR Image Classification by Finite Mixtures and Copulas.	J. Sel. Topics Signal Processing	2011	DBLP DOI BibTeX RDF
1	Ivan Nagy, Evgenia Suzdaleva, Tereza Mlynarova	Comparison of state estimation using finite mixtures and hidden Markov models.	IDAACS	2011	DBLP DOI BibTeX RDF
1	Gabriele Moser, Vladimir Krylov, Sebastiano B. Serpico, Josiane Zerubia	High resolution SAR-image classification by Markov random fields and finite mixtures.	Computational Imaging	2010	DBLP DOI BibTeX RDF
1	Nizar Bouguila, Djemel Ziou	A Nonparametric Bayesian Learning Model: Application to Text and Image Categorization.	PAKDD	2009	DBLP DOI BibTeX RDF
1	Sylvia Frühwirth-Schnatter, Rudolf Frühwirth, Leonhard Held, Håvard Rue	Improved auxiliary mixture sampling for hierarchical models of non-Gaussian data.	Statistics and Computing	2009	DBLP DOI BibTeX RDF	Binomial data, Count data, log-Gamma distribution, Multinomial data, Negative binomial distribution, Gaussian mixture, Finite mixture models
1	Dimitris Karlis, Anais Santourian	Model-based clustering with non-elliptically contoured distributions.	Statistics and Computing	2009	DBLP DOI BibTeX RDF	Normal inverse Gaussian distribution, Scale normal mixtures, EM-algorithm, Heavy tailed distributions
1	Aladdin Shamilov, Senay Asma	Finite mixtures of MaxEnt distributions.	Applied Mathematics and Computation	2008	DBLP DOI BibTeX RDF
1	Dimiter Tsvetkov, Lyubomir Hristov	Parameter estimation for finite mixtures of generalized partial credit models.	CompSysTech	2008	DBLP DOI BibTeX RDF
1	Erik Meijer, Jelmer Y. Ypma	A Simple Identification Proof for a Mixture of Two Univariate Normal Distributions.	J. Classification	2008	DBLP DOI BibTeX RDF	Information matrix, Mixture regression, Finite mixtures, Exponential family
1	Marco Alfò, Luciano Nieddu, Donatella Vicari	A finite mixture model for image segmentation.	Statistics and Computing	2008	DBLP DOI BibTeX RDF	Image segmentation, Maximum-likelihood, Gibbs distribution, Finite mixtures, Mean Field approximation
1	Sotirios Chatzis, Dimitrios I. Kosmopoulos, Theodora A. Varvarigou	A robust approach towards sequential data modeling and its application in automatic gesture recognition.	ICASSP	2008	DBLP DOI BibTeX RDF
1	Fei Wang 0002, Baba C. Vemuri, Anand Rangarajan, Stephan J. Eisenschenk	Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction.	IEEE Trans. Pattern Anal. Mach. Intell.	2008	DBLP DOI BibTeX RDF
1	Nizar Bouguila	Clustering of Count Data Using Generalized Dirichlet Multinomial Distributions.	IEEE Trans. Knowl. Data Eng.	2008	DBLP DOI BibTeX RDF	clustering, Feature extraction, Image databases
1	Donka S. Angelova, Lyudmila Mihaylova	Extended Object Tracking Using Monte Carlo Methods.	IEEE Transactions on Signal Processing	2008	DBLP DOI BibTeX RDF
1	Jiri Grim	Extraction of Binary Features by Probabilistic Neural Networks.	ICANN	2008	DBLP DOI BibTeX RDF	Multivariate Bernoulli mixtures, Subspace approach, Recognition of numerals, Feature extraction, Probabilistic neural networks
1	Dimitris Karlis, Panagiotis Tsiamyrtzis	Exact Bayesian modeling for bivariate Poisson data and extensions.	Statistics and Computing	2008	DBLP DOI BibTeX RDF	Bayesian sequentially updated mixtures, Conjugacy, Direct sampling, Gamma mixtures
1	Pier Luca Lanzi, Luigi Nichetti, Kumara Sastry, Davide Voltini, David E. Goldberg	Real-Coded Extended Compact Genetic Algorithm Based on Mixtures of Models.	Linkage in Evolutionary Computation	2008	DBLP DOI BibTeX RDF
1	M. J. Rufo, C. J. Pérez, J. Martín	Bayesian analysis of finite mixtures of multinomial and negative-multinomial distributions.	Computational Statistics & Data Analysis	2007	DBLP DOI BibTeX RDF
1	Bettina Grün, Friedrich Leisch	Fitting finite mixtures of generalized linear regressions in R.	Computational Statistics & Data Analysis	2007	DBLP DOI BibTeX RDF
1	Agostino Nobile, Alastair T. Fearnside	Bayesian finite mixtures with an unknown number of components: The allocation sampler.	Statistics and Computing	2007	DBLP DOI BibTeX RDF	Galaxy data, Iris data, Multivariate normal mixtures, Normal mixtures, Classification, Markov chain Monte Carlo, Reversible jump, Label switching
1	Dimiter Tsvetkov, Lyubomir Hristov	Parameter estimation for finite mixtures of partial credit models.	CompSysTech	2007	DBLP DOI BibTeX RDF	partial credit model, EM algorithm, item response theory, latent class model
1	Sergey Kirshner, Padhraic Smyth	Infinite mixtures of trees.	ICML	2007	DBLP DOI BibTeX RDF
1	W. N. Kang, F. P. Kelly, N. H. Lee, R. J. Williams	Product form stationary distributions for diffusion approximations to a flow-level model operating under a proportional fair sharing policy.	SIGMETRICS Performance Evaluation Review	2007	DBLP DOI BibTeX RDF
1	Jiri Grim, Jan Hora	Recurrent Bayesian Reasoning in Probabilistic Neural Networks.	ICANN	2007	DBLP DOI BibTeX RDF
1	Jianfeng Liu, Jinwen Ma	An Adaptive Gradient BYY Learning Rule for Poisson Mixture with Automated Model Selection.	ICIC	2007	DBLP DOI BibTeX RDF
1	Jarkko Tikka, Jaakko Hollmén, Samuel Myllykangas	Mixture Modeling of DNA Copy Number Amplification Patterns in Cancer.	IWANN	2007	DBLP DOI BibTeX RDF
1	Loukia Meligkotsidou	Bayesian multivariate Poisson mixtures with an unknown number of components.	Statistics and Computing	2007	DBLP DOI BibTeX RDF	Disease mapping, Multivariate Poisson distribution, Mixture models, Bayesian inference, Reversible jump MCMC
1	Wolfgang Jank	Ascent EM for fast and global solutions to finite mixtures: An application to curve-clustering of online auctions.	Computational Statistics & Data Analysis	2006	DBLP DOI BibTeX RDF
1	Gustavo L. Gilardoni	Very accurate posterior approximations based on finite mixtures of the hyperparameters conditionals.	Computational Statistics & Data Analysis	2006	DBLP DOI BibTeX RDF
1	Nizar Bouguila, Djemel Ziou	Online clustering via finite mixtures of Dirichlet and minimum message length.	Eng. Appl. of AI	2006	DBLP DOI BibTeX RDF
1	Chengwen Yu, Qianjin Zhang, Lei Guo	Robust Clustering Algorithms Based on Finite Mixtures of Multivariate t Distribution.	ICNC	2006	DBLP DOI BibTeX RDF
1	Fei Wang 0002, Baba C. Vemuri, Anand Rangarajan, Ilona M. Schmalfuss, Stephan J. Eisenschenk	Simultaneous Nonrigid Registration of Multiple Point Sets and Atlas Construction.	ECCV	2006	DBLP DOI BibTeX RDF
1	Donka S. Angelova, Lyudmila Mihaylova	A Monte Carlo Algorithm for State and Parameter Estimation of Extended Targets.	International Conference on Computational Science	2006	DBLP DOI BibTeX RDF
1	Petros Dellaportas, Ioulia Papageorgiou	Multivariate mixtures of normals with unknown number of components.	Statistics and Computing	2006	DBLP DOI BibTeX RDF	Classification, Prediction, Bayesian inference, Markov chain Monte Carlo, Reversible jump
1	Peter Schlattmann	On bootstrapping the number of components in finite mixtures of Poisson distributions.	Statistics and Computing	2005	DBLP DOI BibTeX RDF	Poisson mixtures, k-finite mixture models, number of components, nonparametric bootstrap, resampling
1	Kenji Yamanishi, Jun-ichi Takeuchi, Graham J. Williams, Peter Milne	On-Line Unsupervised Outlier Detection Using Finite Mixtures with Discounting Learning Algorithms.	Data Min. Knowl. Discov.	2004	DBLP DOI BibTeX RDF	intrusion detection, anomaly detection, EM algorithm, outlier detection, fraud detection, finite mixture model
1	Xiangyu Yang, Shankar M. Krishnan	Image segmentation using finite mixtures and spatial information.	Image Vision Comput.	2004	DBLP DOI BibTeX RDF
1	Zoran Zivkovic, Ferdinand van der Heijden	Recursive Unsupervised Learning of Finite Mixture Models.	IEEE Trans. Pattern Anal. Mach. Intell.	2004	DBLP DOI BibTeX RDF	Online (recursive) estimation, unsupervised learning, EM-algorithm, model selection, finite mixtures
1	Dimitris Karlis, Evdokia Xekalaki	Choosing initial values for the EM algorithm for finite mixtures.	Computational Statistics & Data Analysis	2003	DBLP DOI BibTeX RDF
1	Russell C. H. Cheng, Christine S. M. Currie	Simulation input modeling: prior and candidate models in the Bayesian analysis of finite mixtures.	Winter Simulation Conference	2003	DBLP DOI BibTeX RDF
1	Mário A. T. Figueiredo, Anil K. Jain	Unsupervised Learning of Finite Mixture Models.	IEEE Trans. Pattern Anal. Mach. Intell.	2002	DBLP DOI BibTeX RDF	minimum message length criterion, clustering, unsupervised learning, model selection, Bayesian methods, expectation-maximization algorithm, finite mixtures
1	Vesselin P. Jilkov, X. Rong Li, Donka S. Angelova	Estimation of Markovian Jump Systems with Unknown Transition Probabilities through Bayesian Sampling.	Numerical Methods and Application	2002	DBLP DOI BibTeX RDF
1	Miguel Á. Carreira-Perpiñán, Steve Renals	Practical Identifiability of Finite Mixtures of Multivariate Bernoulli Distributions.	Neural Computation	2000	DBLP DOI BibTeX RDF
1	Kenji Yamanishi, Jun-ichi Takeuchi, Graham J. Williams, Peter Milne	On-line unsupervised outlier detection using finite mixtures with discounting learning algorithms.	KDD	2000	DBLP DOI BibTeX RDF
1	Mário A. T. Figueiredo	On Gaussian Radial Basis Function Approximations: Interpretation, Extensions, and Learning Strategies.	ICPR	2000	DBLP DOI BibTeX RDF
1	S. Sanjay-Gopal, Thomas J. Hebert	Bayesian pixel classification using spatially variant finite mixtures and the generalized EM algorithm.	IEEE Transactions on Image Processing	1998	DBLP DOI BibTeX RDF
1	Yue Joseph Wang, Tülay Adali, Chi-Ming Lau, Sun-Yuan Kung	Quantitative Analysis of MR Brain Image Sequences by Adaptive Self-Organizing Finite Mixtures.	VLSI Signal Processing	1998	DBLP DOI BibTeX RDF
1	Petri Kontkanen, Petri Myllymäki, Tomi Silander, Henry Tirri	Batch Classification with Discrete Finite Mixtures.	ECML	1998	DBLP DOI BibTeX RDF
1	Jong-Kae Fwu, Petar M. Djuric	EM algorithm for image segmentation initialized by a tree structure scheme.	IEEE Transactions on Image Processing	1997	DBLP DOI BibTeX RDF
1	Petri Kontkanen, Petri Myllymäki, Henry Tirri	Predictive Data Mining with Finite Mixtures.	KDD	1996	DBLP BibTeX RDF
1	Pavel Pudil, Jana Novovicová, N. Choakjarernwanit, Josef Kittler	Feature selection based on the approximation of class densities by finite mixtures of special type.	Pattern Recognition	1995	DBLP DOI BibTeX RDF
1	G. R. Dattatreya, Laveen N. Kanal	Asymptotically efficient estimation of prior probabilities in multiclass finite mixtures.	IEEE Transactions on Information Theory	1991	DBLP DOI BibTeX RDF
1	Essam Khalaf Al-Hussaini, Khalaf El-Dab Ahmad	On the identifiability of finite mixtures of distributions.	IEEE Transactions on Information Theory	1981	DBLP DOI BibTeX RDF