 | 2009 |
|---|
| 47 |       | Giorgio Corani,
Andrea Emilio Rizzoli,
A. Salvetti,
Marco Zaffalon:
Reproducing human decisions in reservoir management: the case of lake Lugano.
ITEE 2009: 252-263 |
| 46 | | Giorgio Corani,
Marco Zaffalon:
Lazy naive credal classifier.
KDD Workshop on Knowledge Discovery from Uncertain Data 2009: 30-37 |
| 45 | | Enrique Miranda,
Marco Zaffalon:
Coherence graphs.
Artif. Intell. 173(1): 104-144 (2009) |
| 44 | | Alberto Piatti,
Marco Zaffalon,
Fabio Trojani,
Marcus Hutter:
Limits of Learning about a Categorical Latent Variable under Prior Near-Ignorance
CoRR abs/0904.4527: (2009) |
| 43 | | Alberto Piatti,
Marco Zaffalon,
Fabio Trojani,
Marcus Hutter:
Limits of learning about a categorical latent variable under prior near-ignorance.
Int. J. Approx. Reasoning 50(4): 597-611 (2009) |
| 42 | | Alessandro Antonucci,
Ralph Brühlmann,
Alberto Piatti,
Marco Zaffalon:
Credal networks for military identification problems.
Int. J. Approx. Reasoning 50(4): 666-679 (2009) |
| 41 | | Marco Zaffalon,
Enrique Miranda:
Conservative Inference Rule for Uncertain Reasoning under Incompleteness.
J. Artif. Intell. Res. (JAIR) 34: 757-821 (2009) |
| 2008 |
|---|
| 40 |  | Giorgio Corani,
Marco Zaffalon:
Naive credal classifier 2: an extension of naive Bayes for delivering robust classifications.
DMIN 2008: 84-90 |
| 39 | | Giorgio Corani,
Marco Zaffalon:
Credal Model Averaging: An Extension of Bayesian Model Averaging to Imprecise Probabilities.
ECML/PKDD (1) 2008: 257-271 |
| 38 | | Giorgio Corani,
Marco Zaffalon:
JNCC2: An extension of naive Bayes classifier suited for small and incomplete data sets.
Environmental Modelling and Software 23(7): 960-961 (2008) |
| 37 | | Alessandro Antonucci,
Marco Zaffalon:
Decision-theoretic specification of credal networks: A unified language for uncertain modeling with sets of Bayesian networks.
Int. J. Approx. Reasoning 49(2): 345-361 (2008) |
| 2007 |
|---|
| 36 | | Alessandro Antonucci,
Alberto Piatti,
Marco Zaffalon:
Credal Networks for Operational Risk Measurement and Management.
KES (2) 2007: 604-611 |
| 35 | | Alessandro Antonucci,
Marco Zaffalon:
Fast algorithms for robust classification with Bayesian nets.
Int. J. Approx. Reasoning 44(3): 200-223 (2007) |
| 34 | | Paolo Vicig,
Marco Zaffalon,
Fabio Gagliardi Cozman:
Notes on "Notes on conditional previsions".
Int. J. Approx. Reasoning 44(3): 358-365 (2007) |
| 2006 |
|---|
| 33 | | Giorgio Corani,
Chris Edgar,
Isabelle Marshall,
Keith Wesnes,
Marco Zaffalon:
Classification of Dementia Types from Cognitive Profiles Data.
PKDD 2006: 470-477 |
| 32 | | Alessandro Antonucci,
Marco Zaffalon:
Locally specified credal networks.
Probabilistic Graphical Models 2006: 25-34 |
| 31 | | Alessandro Antonucci,
Marco Zaffalon:
Equivalence Between Bayesian and Credal Nets on an Updating Problem.
SMPS 2006: 223-230 |
| 30 | | Alessandro Antonucci,
Marco Zaffalon,
Jaime Shinsuke Ide,
Fabio Gagliardi Cozman:
Binarization Algorithms for Approximate Updating in Credal Nets.
STAIRS 2006: 120-131 |
| 2005 |
|---|
| 29 | | Alessandro Antonucci,
Marco Zaffalon:
Fast Algorithms for Robust Classification with Bayesian Nets.
ISIPTA 2005: 11-20 |
| 28 | | Alberto Piatti,
Marco Zaffalon,
Fabio Trojani:
Limits of Learning from Imperfect Observations under Prior Ignorance: the Case of the Imprecise Dirichlet Model.
ISIPTA 2005: 276-286 |
| 27 | | Marco Zaffalon:
Conservative Rules for Predictive Inference with Incomplete Data.
ISIPTA 2005: 406-415 |
| 26 | | Marco Zaffalon,
Gert de Cooman:
Editorial: Imprecise probability perspectives on artificial intelligence.
Ann. Math. Artif. Intell. 45(1-2): 1-4 (2005) |
| 25 | | Marco Zaffalon,
Marcus Hutter:
Robust inference of trees.
Ann. Math. Artif. Intell. 45(1-2): 215-239 (2005) |
| 24 | | Marco Zaffalon,
Marcus Hutter:
Robust Inference of Trees
CoRR abs/cs/0511087: (2005) |
| 23 | | Marcus Hutter,
Marco Zaffalon:
Distribution of mutual information from complete and incomplete data.
Computational Statistics & Data Analysis 48(3): 633-657 (2005) |
| 22 | | Marco Zaffalon:
Credible classification for environmental problems.
Environmental Modelling and Software 20(8): 1003-1012 (2005) |
| 21 | | Marco Zaffalon:
Credibility via imprecise probability.
Int. J. Approx. Reasoning 39(2-3): 115-121 (2005) |
| 2004 |
|---|
| 20 | | Gert de Cooman,
Marco Zaffalon:
Updating beliefs with incomplete observations.
Artif. Intell. 159(1-2): 75-125 (2004) |
| 19 | | Marcus Hutter,
Marco Zaffalon:
Distribution of Mutual Information from Complete and Incomplete Data
CoRR cs.LG/0403025: (2004) |
| 2003 |
|---|
| 18 | | Jean-Marc Bernard,
Teddy Seidenfeld,
Marco Zaffalon:
ISIPTA '03, Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications, Lugano, Switzerland, July 14-17, 2003
Carleton Scientific 2003 |
| 17 | | Jean-Marc Bernard,
Teddy Seidenfeld,
Marco Zaffalon:
Preface: Proceedings of the Third International Symposium on Imprecise Probabilities and Their Applications.
ISIPTA 2003 |
| 16 | | Marcus Hutter,
Marco Zaffalon:
Bayesian Treatment of Incomplete Discrete Data Applied to Mutual Information and Feature Selection.
KI 2003: 396-406 |
| 15 | | Gert de Cooman,
Marco Zaffalon:
Updating with incomplete observations.
UAI 2003: 142-150 |
| 14 | | Marco Zaffalon,
Keith Wesnes,
Orlando Petrini:
Reliable diagnoses of dementia by the naive credal classifier inferred from incomplete cognitive data.
Artificial Intelligence in Medicine 29(1-2): 61-79 (2003) |
| 13 | | Gert de Cooman,
Marco Zaffalon:
Updating beliefs with incomplete observations
CoRR cs.AI/0305044: (2003) |
| 12 | | Marcus Hutter,
Marco Zaffalon:
Bayesian Treatment of Incomplete Discrete Data applied to Mutual Information and Feature Selection
CoRR cs.LG/0306126: (2003) |
| 11 | | Marco Zaffalon,
Enrico Fagiuoli:
Tree-Based Credal Networks for Classification.
Reliable Computing 9(6): 487-509 (2003) |
| 2002 |
|---|
| 10 | | Marco Zaffalon,
Marcus Hutter:
Robust Feature Selection by Mutual Information Distributions.
UAI 2002: 577-584 |
| 9 | | Marco Zaffalon,
Marcus Hutter:
Robust Feature Selection by Mutual Information Distributions
CoRR cs.AI/0206006: (2002) |
| 2001 |
|---|
| 8 | | Marco Zaffalon,
Keith Wesnes,
Orlando Petrini:
Credal Classification for Dementia Screening.
AIME 2001: 67-76 |
| 7 | | Marco Zaffalon:
Statistical inference of the naive credal classifier.
ISIPTA 2001: 384-393 |
| 6 | | Marco Zaffalon:
Robust discovery of tree-dependency structures.
ISIPTA 2001: 394- |
| 1999 |
|---|
| 5 | | Marco Zaffalon:
A Credal Approach to Naive Classification.
ISIPTA 1999: 405- |
| 1998 |
|---|
| 4 | | Enrico Fagiuoli,
Marco Zaffalon:
2U: An Exact Interval Propagation Algorithm for Polytrees with Binary Variables.
Artif. Intell. 106(1): 77-107 (1998) |
| 3 | | Enrico Fagiuoli,
Marco Zaffalon:
A note about redundancy in influence diagrams.
Int. J. Approx. Reasoning 19(3-4): 351-365 (1998) |
| 2 | | Luca Maria Gambardella,
Andrea Emilio Rizzoli,
Marco Zaffalon:
Simulation and Planning of an Intermodal Container Terminal.
Simulation 71(2): 107-116 (1998) |
| 1997 |
|---|
| 1 | | Ken Darby-Dowman,
James Little,
Gautam Mitra,
Marco Zaffalon:
Constraint Logic Programming and Integer Programming Approaches and Their Collaboration in Solving an Assignment Scheduling Problem.
Constraints 1(3): 245-264 (1997) |
