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Marco Zaffalon

istituto dalle molle di studi sull’intelligenza artificiale (usi-supsi)

31H-index
221Paper Count
3.5KCitation Count
Published Papers 48
Publication Date
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Connecting classical finite exchangeability to quantum theory and indistinguishability
errInternational Journal of Approximate Reasoning
IF3
err2025-11-19
err0
PREAI
errAlessio Benavoli; Alessandro Facchini; Marco Zaffalon
errShare
errSave
Efficient computation of counterfactual bounds
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2024-08-01
err1
errOAAI
errZaffalon, Marco; Antonucci, Alessandro; Cabanas, Rafael; Huber, David; Azzimonti, Dario
errShare
errSave
Approximating counterfactual bounds while fusing observational, biased and randomised data sources
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2023-11-01
err2
errOAAI
errZaffalon, Marco; Antonucci, Alessandro; Cabanas, Rafael; Huber, David
errShare
errSave
Nonlinear desirability theory
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2023-03-01
err7
errOAAI
errMiranda, Enrique; Zaffalon, Marco
errShare
errSave
Correlated product of experts for sparse Gaussian process regression
errMACHINE LEARNING
IF2.9
err2023-01-25
err5
errOAAI
errSchuerch, Manuel; Azzimonti, Dario; Benavoli, Alessio; Zaffalon, Marco
errShare
errSave
Nonlinear desirability as a linear classification problem
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2023-01-01
err5
errOAAI
errCasanova, Arianna; Benavoli, Alessio; Zaffalon, Marco
errShare
errSave
Quantum indistinguishability through exchangeability
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-12-01
err2
errOAAI
errBenavoli, Alessio; Facchini, Alessandro; Zaffalon, Marco
errShare
errSave
Information algebras in the theory of imprecise probabilities, an extension
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-11-01
err2
errOAAI
errCasanova, Arianna; Kohlas, Juerg; Zaffalon, Marco
errShare
errSave
Information algebras in the theory of imprecise probabilities
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2022-03-01
err2
errOAAI
errCasanova, Arianna; Kohlas, Juerg; Zaffalon, Marco
errShare
errSave
Recursive estimation for sparse Gaussian process regression
errAUTOMATICA
IF5.9
err2020-10-01
err20
errOAAI
errSchuerch, Manuel; Azzimonti, Dario; Benavoli, Alessio; Zaffalon, Marco
errShare
errSave
Compatibility, desirability, and the running intersection property
errartificial intelligence review
IF4.6
err2020-06-01
err7
errOAAI
errMiranda, Enrique; Zaffalon, Marco
errShare
errSave
Sum-of-squares for bounded rationality
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2019-02-01
err8
errOAAI
errBenavoli, Alessio; Facchini, Alessandro; Piga, Dario; Zaffalon, Marco
errShare
errSave
What Interplay of Factors Influences the Place of Death in Cancer Patients? An Innovative Probabilistic Approach Sheds Light on a Well-known Question
errJOURNAL OF PAIN AND SYMPTOM MANAGEMENT
IF3.5
err2018-12-01
err0
errOAAI
errKern, Heidi; Corani, Giorgio; Huber, David; Vermes, Nicola; Zaffalon, Marco
errShare
errSave
Entropy-based pruning for learning Bayesian networks using BIC
errartificial intelligence review
IF4.6
err2018-07-01
err28
errOAAI
errde Campos, Cassio P.; Scanagatta, Mauro; Corani, Giorgio; Zaffalon, Marco
errShare
errSave
Approximate structure learning for large Bayesian networks
errMACHINE LEARNING
IF2.9
err2018-05-07
err23
errOAAI
errScanagatta, Mauro; Corani, Giorgio; de Campos, Cassio Polpo; Zaffalon, Marco
errShare
errSave
Efficient learning of bounded-treewidth Bayesian networks from complete and incomplete data sets
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2018-04-01
err24
errOAAI
errScanagatta, Mauro; Corani, Giorgio; Zaffalon, Marco; Yoo, Jaemin; Kang, U.
errShare
errSave
Statistical comparison of classifiers through Bayesian hierarchical modelling
errMACHINE LEARNING
IF2.9
err2017-05-18
err31
errOAAI
errCorani, Giorgio; Benavoli, Alessio; Demsar, Janez; Mangili, Francesca; Zaffalon, Marco
errShare
errSave
Conformity and independence with coherent lower previsions
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2016-11-01
err3
PREAI
errMiranda, Enrique; Zaffalon, Marco
errShare
errSave
Learning extended tree augmented naive structures
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2016-01-01
err14
errOAAI
errde Campos, Cassio P.; Corani, Giorgio; Scanagatta, Mauro; Cuccu, Marco; Zaffalon, Marco
errShare
errSave
Approximate credal network updating by linear programming with applications to decision making
errINTERNATIONAL JOURNAL OF APPROXIMATE REASONING
IF3
err2015-03-01
err23
errOAAI
errAntonucci, Alessandro; de Campos, Cassio P.; Huber, David; Zaffalon, Marco
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
K
Keith Wesnes
H-index: 88 · Papers: 477
B
B. J. van Wees
H-index: 75 · Papers: 339
O
Orlando Petrini
H-index: 54 · Papers: 176
U
U Kang
H-index: 40 · Papers: 259
孙
孙毅 (Yi Sun)
H-index: 40 · Papers: 349
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