Fabio Gagliardi Cozman

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman: Inference with Seperately Specified Sets of Probabilities in Credal Networks. CoRR abs/1301.0597 (2013)

Fabio Gagliardi Cozman: Separation Properties of Sets of Probability Measures. CoRR abs/1301.3845 (2013)

Fabio Gagliardi Cozman: Irrelevance and Independence Relations in Quasi-Bayesian Networks. CoRR abs/1301.7368 (2013)

Fabio Gagliardi Cozman: Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions. CoRR abs/1302.1531 (2013)

Fabio Gagliardi Cozman, Eric Krotkov: Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem. CoRR abs/1302.3570 (2013)

Fabio Gagliardi Cozman: Sets of probability distributions, independence, and convexity. Synthese 186(2): 577-600 (2012)

José Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman: An Experimental Evaluation of a Scalable Probabilistic Description Logic Approach for Semantic Link Prediction. URSW 2012: 63-74

Rodrigo Bellizia Polastro, Fabio Gagliardi Cozman, Felipe I. Takiyama, Kate Revoredo: Computing Inferences for Credal ALC Terminologies. URSW 2012: 94-97

Fabio Gagliardi Cozman, Avi Pfeffer: Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence (2011). CoRR abs/1205.2596 (2012)

Fabio Gagliardi Cozman, Rodrigo Bellizia Polastro: Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic. CoRR abs/1205.2652 (2012)

Cassio Polpo de Campos, Fabio Gagliardi Cozman: Belief Updating and Learning in Semi-Qualitative Probabilistic Networks. CoRR abs/1207.1367 (2012)

Fabio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha: Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitative Probabilistic Assesments. CoRR abs/1207.4121 (2012)

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman, Cassio Polpo de Campos: Inference in Polytrees with Sets of Probabilities. CoRR abs/1212.2458 (2012)

Daniel Kikuti, Fabio Gagliardi Cozman, Ricardo Shirota Filho: Sequential decision making with partially ordered preferences. Artif. Intell. 175(7-8): 1346-1365 (2011)

Karina Valdivia Delgado, Leliane Nunes de Barros, Fabio Gagliardi Cozman, Scott Sanner: Using mathematical programming to solve Factored Markov Decision Processes with Imprecise Probabilities. Int. J. Approx. Reasoning 52(7): 1000-1017 (2011)

Fabiano Corrêa, Fabio Gagliardi Cozman, Jun Okamoto Jr.: Collective Classification in Semantic Mapping with a Probabilistic Description Logic. Description Logics 2011

Marcelo Finger, Renata Wassermann, Fabio Gagliardi Cozman: Satisfiability in EL with Sets of Probabilistic ABoxes. Description Logics 2011

José Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman: Learning Probabilistic Description Logics: A Framework and Algorithms. MICAI (1) 2011: 28-39

Tiago Matos, Yannick Plaino Bergamo, Valdinei Freire da Silva, Fabio Gagliardi Cozman, Anna Helena Reali Costa: Simultaneous Abstract and Concrete Reinforcement Learning. SARA 2011

Kate Revoredo, José Eduardo Ochoa Luna, Fabio Gagliardi Cozman: Semantic Link Prediction through Probabilistic Description Logics. URSW 2011: 87-97

Fabio Gagliardi Cozman, Avi Pfeffer (Eds.): UAI 2011, Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence, Barcelona, Spain, July 14-17, 2011. AUAI Press 2011, isbn 978-0-9749039-7-2

Fabio Gagliardi Cozman: Concentration inequalities and laws of large numbers under epistemic and regular irrelevance. Int. J. Approx. Reasoning 51(9): 1069-1084 (2010)

Kate Revoredo, José Eduardo Ochoa Luna, Fabio Gagliardi Cozman: Learning Terminologies in Probabilistic Description Logics. SBIA 2010: 41-50

Rodrigo Bellizia Polastro, Fabiano Corrêa, Fabio Gagliardi Cozman, Jun Okamoto Jr.: Semantic Mapping with a Probabilistic Description Logic. SBIA 2010: 62-71

Monica Góes Eboli, Fabio Gagliardi Cozman: Markov Decision Processes from Colored Petri Nets. SBIA 2010: 72-81

José Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman: Semantic Query Extension through Probabilistic Description Logics. URSW 2010: 49-60

José Eduardo Ochoa Luna, Kate Revoredo, Fabio Gagliardi Cozman: Learning Sentences and Assessments in Probabilistic Description Logics. URSW 2010: 85-96

Fabio Gagliardi Cozman, Rolf Haenni, Jan-Willem Romeijn, Federica Russo, Gregory R. Wheeler, Jon Williamson: Combining Probability and Logic. J. Applied Logic 7(2): 131-135 (2009)

Cassio Polpo de Campos, Fabio Gagliardi Cozman, José Eduardo Ochoa Luna: Assembling a consistent set of sentences in relational probabilistic logic with stochastic independence. J. Applied Logic 7(2): 137-154 (2009)

Karina Valdivia Delgado, Scott Sanner, Leliane Nunes de Barros, Fabio Gagliardi Cozman: Efficient Solutions to Factored MDPs with Imprecise Transition Probabilities. ICAPS 2009

José Eduardo Ochoa Luna, Fabio Gagliardi Cozman: An Algorithm for Learning with Probabilistic Description Logics. URSW 2009: 63-74

Fabio Gagliardi Cozman, Rodrigo Bellizia Polastro: Complexity Analysis and Variational Inference for Interpretation-based Probabilistic Description Logic. UAI 2009: 117-125

Jaime Shinsuke Ide, Fabio Gagliardi Cozman: Approximate algorithms for credal networks with binary variables. Int. J. Approx. Reasoning 48(1): 275-296 (2008)

Fabio Gagliardi Cozman, Cassio Polpo de Campos, José Carlos Ferreira da Rocha: Probabilistic logic with independence. Int. J. Approx. Reasoning 49(1): 3-17 (2008)

Silvio do Lago Pereira, Leliane Nunes de Barros, Fabio Gagliardi Cozman: Strong Probabilistic Planning. MICAI 2008: 636-652

Rodrigo Bellizia Polastro, Fabio Gagliardi Cozman: Inference in Probabilistic Ontologies with Attributive Concept Descriptions and Nominals. URSW 2008

Fabio Gagliardi Cozman, Rodrigo Bellizia Polastro: Loopy Propagation in a Probabilistic Description Logic. SUM 2008: 120-133

Andrés Cano, Fabio Gagliardi Cozman, Thomas Lukasiewicz: Reasoning with imprecise probabilities. Int. J. Approx. Reasoning 44(3): 197-199 (2007)

Cassio Polpo de Campos, Fabio Gagliardi Cozman: Computing lower and upper expectations under epistemic independence. Int. J. Approx. Reasoning 44(3): 244-260 (2007)

Paolo Vicig, Marco Zaffalon, Fabio Gagliardi Cozman: Notes on "Notes on conditional previsions". Int. J. Approx. Reasoning 44(3): 358-365 (2007)

Felipe W. Trevizan, Fabio Gagliardi Cozman, Leliane Nunes de Barros: Planning under Risk and Knightian Uncertainty. IJCAI 2007: 2023-2028

Daniel Berleant, Fabio Gagliardi Cozman, Olga Kosheleva, Vladik Kreinovich: Dealing with Imprecise Probabilities: Interval-Related Talks at ISIPTA'05. Reliable Computing 12(2): 153-165 (2006)

Felipe W. Trevizan, Fabio Gagliardi Cozman, Leliane Nunes de Barros: Unifying Nondeterministic and Probabilistic Planning Through Imprecise Markov Decision Processes. IBERAMIA-SBIA 2006: 502-511

Fabio Gagliardi Cozman, Cassio Polpo de Campos, José Carlos Ferreira da Rocha: Probabilistic Logic with Strong Independence. IBERAMIA-SBIA 2006: 612-621

Alessandro Antonucci, Marco Zaffalon, Jaime Shinsuke Ide, Fabio Gagliardi Cozman: Binarization Algorithms for Approximate Updating in Credal Nets. STAIRS 2006: 120-131

Fabio Gagliardi Cozman, Peter Walley: Graphoid properties of epistemic irrelevance and independence. Ann. Math. Artif. Intell. 45(1-2): 173-195 (2005)

Fabio Tozeto Ramos, Fabio Gagliardi Cozman: Anytime anyspace probabilistic inference. Int. J. Approx. Reasoning 38(1): 53-80 (2005)

Fabio Gagliardi Cozman: Graphical models for imprecise probabilities. Int. J. Approx. Reasoning 39(2-3): 167-184 (2005)

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman: Inference in credal networks: branch-and-bound methods and the A/R+ algorithm. Int. J. Approx. Reasoning 39(2-3): 279-296 (2005)

Nicu Sebe, Ira Cohen, Fabio Gagliardi Cozman, Theo Gevers, Thomas S. Huang: Learning probabilistic classifiers for human-computer interaction applications. Multimedia Syst. 10(6): 484-498 (2005)

Cassio Polpo de Campos, Fabio Gagliardi Cozman: The Inferential Complexity of Bayesian and Credal Networks. IJCAI 2005: 1313-1318

Cassio Polpo de Campos, Fabio Gagliardi Cozman: Computing Lower and Upper Expectations under Epistemic Independence. ISIPTA 2005: 78-87

Jaime Shinsuke Ide, Fabio Gagliardi Cozman: Approximate Inference in Credal Networks by Variational Mean Field Methods. ISIPTA 2005: 203-212

Cassio Polpo de Campos, Fabio Gagliardi Cozman: Belief Updating and Learning in Semi-Qualitative Probabilistic Networks. UAI 2005: 153-160

Fabio Gagliardi Cozman, Robert Nau, Teddy Seidenfeld (Eds.): ISIPTA '05, Proceedings of the Fourth International Symposium on Imprecise Probabilities and Their Applications, Carnegie Mellon University, Pittsburgh, PA, USA, July 20-23 2005. SIPTA 2005

Ira Cohen, Fabio Gagliardi Cozman, Nicu Sebe, Marcelo Cesar Cirelo, Thomas S. Huang: Semisupervised Learning of Classifiers: Theory, Algorithms, and Their Application to Human-Computer Interaction. IEEE Trans. Pattern Anal. Mach. Intell. 26(12): 1553-1567 (2004)

Jaime Shinsuke Ide, Fabio Gagliardi Cozman, Fabio Tozeto Ramos: Generating Random Bayesian Networks with Constraints on Induced Width. ECAI 2004: 323-327

Fabio Gagliardi Cozman: Axiomatizing Noisy-OR. ECAI 2004: 979-980

Fabio Gagliardi Cozman, Cassio Polpo de Campos, Jaime Shinsuke Ide, José Carlos Ferreira da Rocha: Propositional and Relational Bayesian Networks Associated with Imprecise and Qualitat. UAI 2004: 104-111

Ira Cohen, Nicu Sebe, Fabio Gagliardi Cozman, Marcelo Cesar Cirelo, Thomas S. Huang: Learning Bayesian Network Classifiers for Facial Expression Recognition using both Labeled and Unlabeled Data. CVPR (1) 2003: 595-604

Fabio Gagliardi Cozman, Ira Cohen, Marcelo Cesar Cirelo: Semi-Supervised Learning of Mixture Models. ICML 2003: 99-106

Fabio Gagliardi Cozman: Computing Lower Expectations with Kuznetsov's Independence Condition. ISIPTA 2003: 177-187

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman: Inference in Credal Networks with Branch-and-Bound Algorithms. ISIPTA 2003: 480-493

Ira Cohen, Nicu Sebe, Fabio Gagliardi Cozman, Thomas S. Huang: Semi-supervised learning for facial expression recognition. Multimedia Information Retrieval 2003: 17-22

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman, Cassio Polpo de Campos: Inference in Polytrees with Sets of Probabilities. UAI 2003: 217-224

Fabio Gagliardi Cozman: Algorithms for Conditioning on Events of Zero Lower Probability. FLAIRS Conference 2002: 248-252

Fabio Gagliardi Cozman, Ira Cohen: Unlabeled Data Can Degrade Classification Performance of Generative Classifiers. FLAIRS Conference 2002: 327-331

Jaime Shinsuke Ide, Fabio Gagliardi Cozman: Random Generation of Bayesian Networks. SBIA 2002: 366-375

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman: Evidence Propagation in Credal Networks: An Exact Algorithm Based on Separately Specified Sets of Probability. SBIA 2002: 376-385

José Carlos Ferreira da Rocha, Fabio Gagliardi Cozman: Inference with Seperately Specified Sets of Probabilities in Credal Networks. UAI 2002: 430-437

Fabio Gagliardi Cozman, Peter Walley: Graphoid Properties of Epistemic Irrelevance and Independence. ISIPTA 2001: 83-103

Fabio Gagliardi Cozman: Constructing Sets of Probability Measures Through Kuznetsov's Independence Condition. ISIPTA 2001: 104-111

Fabio Gagliardi Cozman: Credal networks. Artif. Intell. 120(2): 199-233 (2000)

Fabio Gagliardi Cozman, Eric Krotkov, Carlos Guestrin: Outdoor Visual Position Estimation for Planetary Rovers. Auton. Robots 9(2): 135-150 (2000)

Fabio Gagliardi Cozman, Serafín Moral: Reasoning with imprecise probabilities. Int. J. Approx. Reasoning 24(2-3): 121-123 (2000)

Fabio Gagliardi Cozman: Computing posterior upper expectations. Int. J. Approx. Reasoning 24(2-3): 191-205 (2000)

Fabio Gagliardi Cozman: Separation Properties of Sets of Probability Measures. UAI 2000: 107-114

Fabio Gagliardi Cozman: Irrelevance and Independence Axioms in Quasi-Bayesian Theory. ESCQARU 1999: 128-136

Fabio Gagliardi Cozman: Computing Posterior Upper Expectations. ISIPTA 1999: 131-140

Gert De Cooman, Fabio Gagliardi Cozman, Serafín Moral, Peter Walley (Eds.): ISIPTA '99, Proceedings of the First International Symposium on Imprecise Probabilities and Their Applications, held at the Conference Center "Het Pand" of the Universiteit Gent, Ghent, Belgium, 29 June - 2 July 1999. 1999, isbn 90-805034-1-X

Carlos Guestrin, Fabio Gagliardi Cozman, Marcelo Godoy Simões: Industrial applications of image mosaicing and stabilization. KES (2) 1998: 174-183

Fabio Gagliardi Cozman: Irrelevance and Independence Relations in quasi-Bayesian Networks. UAI 1998: 89-96

Fabio Gagliardi Cozman, Eric Krotkov: Depth from Scattering. CVPR 1997: 801-806

Fabio Gagliardi Cozman, Eric Krotkov: Automatic mountain detection and pose estimation for teleoperation of lunar rovers. ICRA 1997: 2452-2457

Fabio Gagliardi Cozman, Eric Krotkov: Automatic Mountain Detection and Pose Estimation for Teleoperation of Lunar Rovers. ISER 1997: 207-215

Fabio Gagliardi Cozman: Robustness Analysis of Bayesian Networks with Local Convex Sets of Distributions. UAI 1997: 108-115

Fabio Gagliardi Cozman, Eric Krotkov: Quasi-Bayesian Strategies for Efficient Plan Generation: Application to the Planning to Observe Problem. UAI 1996: 186-193

Fabio Gagliardi Cozman, Eric Krotkov: Robot Localization Using a Computer Vision Sextant. ICRA 1995: 106-111