IDSIA

Results: 228



#Item
181Bayesian inference / Credal set / Bayesian network / Graphical model / Statistics / Bayesian statistics / Statistical models

Approximate Credal Network Updating by Linear Programming with Applications to Decision MakingI Alessandro Antonuccia,∗, Cassio P. de Camposb , David Hubera , Marco Zaffalona a Istituto Dalle Molle di Studi sull’Int

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Source URL: ipg.idsia.ch

Language: English - Date: 2014-11-04 15:29:09
182Averaged one-dependence estimators / Statistical theory / Bayesian inference / Naive Bayes classifier / Machine learning / Credal set / Ensemble learning / Minimum description length / Information theory / Statistics / Bayesian statistics / Statistical classification

Credal Ensembles of Classifiers G. Corania,∗, A. Antonuccia a IDSIA Istituto Dalle Molle di Studi sull’Intelligenza Artificiale CH-6928 Manno (Lugano), Switzerland

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Language: English - Date: 2012-11-12 17:31:27
183Data analysis / Bayesian statistics / Regression analysis / Imputation / Bayesian network / Proportional hazards models / Expectation–maximization algorithm / Decision tree learning / Statistical power / Statistics / Statistical models / Missing data

Bayesian network data imputation with application to survival tree analysis Paola M.V. Rancoitaa,b,c,∗, Marco Zaffalonb , Emanuele Zuccad , Francesco Bertonic,d , Cassio P. de Campose a University Centre for Statistics

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Source URL: ipg.idsia.ch

Language: English - Date: 2014-12-24 05:18:47
184Credal set / Expected value / Joint probability distribution / Conditioning / Independence / Function / Conditional probability / Conditional independence / Convex function / Probability theory / Mathematical analysis / Statistics

Probabilistic Graphical Models Alessandro Antonucci Cassio P. de Campos Marco Zaffalon

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Source URL: ipg.idsia.ch

Language: English - Date: 2014-01-03 00:57:12
185Bayesian statistics / Hypothesis testing / Statistical inference / Sign test / Wilcoxon signed-rank test / Bayes factor / Naive Bayes classifier / Statistical hypothesis testing / Statistical power / Statistics / Statistical tests / Non-parametric statistics

A Bayesian Wilcoxon signed-rank test based on the Dirichlet process

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Source URL: ipg.idsia.ch

Language: English - Date: 2014-05-09 11:10:05
186Bayesian inference / Statistical theory / Regression analysis / Normal distribution / Loss function / Gamma distribution / Statistical hypothesis testing / Gaussian process / Chi-squared distribution / Statistics / Estimation theory / Econometrics

Gaussian Processes for Bayesian hypothesis tests on regression functions Alessio Benavoli Francesca Mangili

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Source URL: ipg.idsia.ch

Language: English - Date: 2015-01-22 04:54:51
187Probability / Probability theory / Statistical theory / Functions and mappings / Dempster–Shafer theory / Upper and lower probabilities / Probability distribution / Function / Principle of maximum entropy / Statistics / Probability and statistics / Bayesian statistics

Belief function and multivalued mapping robustness in statistical estimation Alessio Benavoli “Dalle Molle” Institute for Artificial Intelligence (IDSIA), Galleria 2, Via Cantonale, CH-6928 Manno-Lugano (Switzerland)

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Source URL: ipg.idsia.ch

Language: English - Date: 2013-04-29 07:53:49
188Probability and statistics / Probability / Bayesian inference / Marginal likelihood / Probability theory / Likelihood function / Prior probability / Credal set / Statistical theory / Bayesian statistics / Statistics / Estimation theory

Credal Model Averaging for classification: representing prior ignorance and expert opinions. Giorgio Corania,∗, Andrea Mignattib a Istituto Dalle Molle di Studi sull’Intelligenza Artificiale (IDSIA)

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Language: English - Date: 2014-09-02 04:15:44
189Conditioning / Integral / Ordinal number / Sheaf / Imprecise probability / Probability theory / Mathematics / Mathematical analysis

On the problem of computing the conglomerable natural extension Enrique Mirandaa,∗, Marco Zaffalonb a University of Oviedo, Department of Statistics and Operations Research, C-Calvo Sotelo, s/n, 33007 Oviedo, Spain b I

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Source URL: ipg.idsia.ch

Language: English - Date: 2014-09-18 15:34:08
190Machine learning / Naive Bayes classifier / Credal set / Bayesian inference / Classifier / Imprecise probability / Multiclass classification / Statistics / Bayesian statistics / Statistical classification

Chapter 11 Classification by G. Corani, J. Abellán, A. Masegosa, S. Moral, M. Zaffalon 11.1

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Language: English - Date: 2013-06-03 09:25:09
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