Giorgio Corani 个人学术档案

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	总计	2019 年至今
引用	3286	2191
h 指数	26	22
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Marco ZaffalonIDSIA and Artificialy.com在 idsia.ch 的电子邮件经过验证
Alessio BenavoliAssociate Professor in Statistics, SCSS, Trinity College Dublin在 tcd.ie 的电子邮件经过验证
Mauro ScanagattaResearcher, FBK - DAS在 fbk.eu 的电子邮件经过验证
Alessandro AntonucciSenior Lecturer-Researcher at IDSIA在 idsia.ch 的电子邮件经过验证
Alessandro GiustiProfessor of AI for Autonomous Robotics, IDSIA, USI-SUPSI, Lugano, Switzerland在 idsia.ch 的电子邮件经过验证
Francesca MangiliIDSIA, usi-supsi在 idsia.ch 的电子邮件经过验证
luca maria gambardellaFaculty of informatics, USI, IDSIA - USI-SUPSI, Artificialy SA, Lugano在 idsia.ch 的电子邮件经过验证
Giorgio GuarisoProfessor of Environmental Modelling, Politecnico di Milano, Italy在 polimi.it 的电子邮件经过验证
Denis Deratani MauáProfessor, Dept. of Computer Science, Institute of Mathematics and Statistics, Universidade de São在 usp.br 的电子邮件经过验证
Laura AzzimontiSenior Lecturer-Researcher at IDSIA, USI/SUPSI在 supsi.ch 的电子邮件经过验证
Marino GattoPolitecnico di Milano and CoNISMa在 polimi.it 的电子邮件经过验证
Andrea CastellettiProfessor, Politecnico di Milano在 polimi.it 的电子邮件经过验证
Andrea-Emilio RizzoliIDSIA - USI/SUPSI Istituto Dalle Molle di Studi sull'Intelligenza Artificiale在 idsia.ch 的电子邮件经过验证
Andrea MignattiResearch Fellow, Politecnico di Milano在 polimi.it 的电子邮件经过验证
Jaemin YooAssistant Professor, KAIST在 kaist.ac.kr 的电子邮件经过验证
U KangProfessor of Computer Science and Engineering, Seoul National University在 snu.ac.kr 的电子邮件经过验证
Marco E. G. V. CattaneoDepartment of Clinical Research, University of Basel在 unibas.ch 的电子邮件经过验证
Francesca CellinaUniversity of Applied Sciences and Arts of Southern Switzerland (SUPSI)在 supsi.ch 的电子邮件经过验证
David HuberIDSIA在 idsia.ch 的电子邮件经过验证
Juergen SchmidhuberKing Abdullah University of Science and Technology / The Swiss AI Lab, IDSIA / University of Lugano在 kaust.edu.sa 的电子邮件经过验证

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Giorgio Corani

IDSIA (Istituto Dalle Molle di Studi sull'Intelligenza Artificiale)

在 idsia.ch 的电子邮件经过验证 - 首页

probabilistic graphical models probabilistic forecasting Bayesian statics Machine Learning


标题按引用次数排序按年份排序按标题排序	引用次数引用次数	年份
Time for a change: a tutorial for comparing multiple classifiers through Bayesian analysis A Benavoli, G Corani, J Demšar, M Zaffalon Journal of Machine Learning Research 18 (77), 1-36, 2017	497	2017
Should we really use post-hoc tests based on mean-ranks? A Benavoli, G Corani, F Mangili The Journal of Machine Learning Research 17 (1), 152-161, 2016	416	2016
Air quality prediction in Milan: feed-forward neural networks, pruned neural networks and lazy learning G Corani Ecological modelling 185 (2-4), 513-529, 2005	291	2005
Learning Bayesian networks with thousands of variables M Scanagatta, CP de Campos, G Corani, M Zaffalon Advances in neural information processing systems 28, 2015	138	2015
A Bayesian Wilcoxon signed-rank test based on the Dirichlet process A Benavoli, G Corani, F Mangili, M Zaffalon, F Ruggeri International conference on machine learning, 1026-1034, 2014	121	2014
A tutorial on machine learning for failure management in optical networks F Musumeci, C Rottondi, G Corani, S Shahkarami, F Cugini, M Tornatore Journal of Lightwave Technology 37 (16), 4125-4139, 2019	113	2019
Learning Reliable Classifiers From Small or Incomplete Data Sets: The Naive Credal Classifier 2. G Corani, M Zaffalon Journal of Machine Learning Research 9 (4), 2008	104	2008
Evaluating credal classifiers by utility-discounted predictive accuracy M Zaffalon, G Corani, D Mauá International Journal of Approximate Reasoning 53 (8), 1282-1301, 2012	86	2012
Air pollution prediction via multi-label classification G Corani, M Scanagatta Environmental modelling & software 80, 259-264, 2016	78	2016
Coupling fuzzy modeling and neural networks for river flood prediction G Corani, G Guariso IEEE Transactions on Systems, Man, and Cybernetics, Part C (Applications and …, 2005	75	2005
Reinforcement learning in the operational management of a water system A Castelletti, G Corani, A Rizzolli, R Soncinie-Sessa, E Weber IFAC workshop on modeling and control in environmental issues, 325-330, 2002	68	2002
An ensemble of Bayesian networks for multilabel classification A Antonucci, G Corani, DD Mauá, S Gabaglio Twenty-third international joint conference on artificial intelligence, 2013	66	2013
Blastomere segmentation and 3d morphology measurements of early embryos from hoffman modulation contrast image stacks A Giusti, G Corani, L Gambardella, C Magli, L Gianaroli 2010 IEEE International Symposium on Biomedical Imaging: From Nano to Macro …, 2010	62	2010
Statistical comparison of classifiers through Bayesian hierarchical modelling G Corani, A Benavoli, J Demšar, F Mangili, M Zaffalon Machine Learning 106, 1817-1837, 2017	59	2017
A Bayesian approach for comparing cross-validated algorithms on multiple data sets G Corani, A Benavoli Machine Learning 100 (2), 285-304, 2015	59	2015
Bayesian networks with imprecise probabilities: Theory and application to classification G Corani, A Antonucci, M Zaffalon Data Mining: Foundations and Intelligent Paradigms: Volume 1: Clustering …, 2012	55	2012
Learning treewidth-bounded Bayesian networks with thousands of variables M Scanagatta, G Corani, CP De Campos, M Zaffalon Advances in neural information processing systems 29, 2016	52	2016
Approximate structure learning for large Bayesian networks M Scanagatta, G Corani, CP De Campos, M Zaffalon Machine Learning 107, 1209-1227, 2018	46	2018
Entropy-based pruning for learning Bayesian networks using BIC CP de Campos, M Scanagatta, G Corani, M Zaffalon Artificial Intelligence 260, 42-50, 2018	46	2018
A Bayesian network model for predicting pregnancy after in vitro fertilization G Corani, C Magli, A Giusti, L Gianaroli, LM Gambardella Computers in biology and medicine 43 (11), 1783-1792, 2013	44	2013

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