Mixture model

Results: 969



#Item
901Maximum likelihood / Likelihood function / Normal distribution / Exponential family / Logarithm / Mixture model / M-estimator / Statistics / Estimation theory / Expectation–maximization algorithm

The EM Algorithm Michael Collins

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Source URL: www.cs.sfu.ca

Language: English - Date: 2011-01-10 23:38:21
902Estimation theory / Bayesian statistics / Statistical models / Kalman filter / Particle filter / Mixture model / Markov chain / Pattern recognition / Simultaneous localization and mapping / Statistics / Robot control / Markov models

Interacting Multiple Model Monocular SLAM Javier Civera, Andrew J. Davison and J. M. M. Montiel Abstract— Recent work has demonstrated the benefits of adopting a fully probabilistic SLAM approach in sequential motion a

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Source URL: www.doc.ic.ac.uk

Language: English - Date: 2008-02-06 05:42:56
903Computer vision / Cluster analysis / Mixture model / Normal distribution / Kullback–Leibler divergence / Mutual information / Information theory / Statistics / Probability and statistics / Machine learning

Active Matching Margarita Chli and Andrew J. Davison Imperial College London, London SW7 2AZ, UK {mchli,ajd}@doc.ic.ac.uk Abstract. In the matching tasks which form an integral part of all types of tracking and geometri

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Source URL: www.doc.ic.ac.uk

Language: English - Date: 2008-08-28 18:09:20
904Theoretical computer science / Graphical models / Probability theory / Combinatorial optimization / Matching / Pattern recognition / Motion estimation / Mixture model / Video tracking / Mathematics / Machine learning / Statistics

Scalable Active Matching Ankur Handa, Margarita Chli, Hauke Strasdat and Andrew J. Davison Department of Computing, Imperial College London, UK {ahanda, mchli, strasdat, ajd}@doc.ic.ac.uk Abstract

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Source URL: www.doc.ic.ac.uk

Language: English - Date: 2010-04-01 06:56:43
905Cluster analysis / Machine learning / Robust statistics / Outlier / Anomaly detection / Consensus clustering / Mixture model / Ensemble learning / Statistical ensemble / Statistics / Data analysis / Data mining

Ensembles for Unsupervised Outlier Detection: Challenges and Research Questions [Position Paper] Arthur Zimek Ricardo J. G. B. Campello

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Source URL: www.sigkdd.org

Language: English - Date: 2014-01-31 16:18:34
906Biostatistics / Detection theory / Receiver operating characteristic / Socioeconomics / Binary classification / Statistics / Statistical classification / Data mining

Using Hierarchical Mixture of Experts Model for Fusion of Outbreak Detection Methods Nastaran Jafarpour1, Doina Precup2, Masoumeh Izadi2, David Buckeridge2 1 Ecole Polytechnique de Montreal; 2McGill University, Montreal,

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Source URL: www.ncbi.nlm.nih.gov

Language: English
907Expectation–maximization algorithm / M-estimator / Normal distribution / Mixture model / Estimator / Parametric model / Likelihood function / Statistics / Estimation theory / Maximum likelihood

Sankhy¯ a : The Indian Journal of Statistics 2009, Volume 71-A, Part 2, pp[removed]

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Source URL: stoch.fmi.uni-passau.de

Language: English - Date: 2010-04-14 08:49:33
908Maximum likelihood / M-estimator / Likelihood function / Generalized method of moments / Kullback–Leibler divergence / Mixture model / Fisher information / Extremum estimator / Statistics / Estimation theory / Expectation–maximization algorithm

Foundations and Trends R in Signal Processing Vol. 4, No[removed]–296

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Source URL: jcnts.files.wordpress.com

Language: English - Date: 2011-04-17 21:39:34
909Neural networks / Multivariate statistics / Singular value decomposition / Abstract algebra / Linear algebra / Generative topographic map / Expectation–maximization algorithm / Principal component analysis / Mixture model / Statistics / Algebra / Mathematics

GTM: The Generative Topographic Mapping Christopher M. Bishop,

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Source URL: research.microsoft.com

Language: English - Date: 2002-09-13 13:19:13
910Graphical models / Statistical theory / Bayesian network / Networks / Model / Economic model / Naive Bayes classifier / Conceptual model / Statistics / Bayesian statistics / Statistical models

Learning of a Bayesian Autonomous Driver Mixture-of-Behaviors

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Source URL: www.lks.uni-oldenburg.de

Language: English - Date: 2013-09-11 07:26:37
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