 | 2011 |
| 26 |  | Cassio Polpo de Campos,
Qiang Ji:
Bayesian Networks and the Imprecise Dirichlet Model Applied to Recognition Problems.
ECSQARU 2011: 158-169 |
| 25 |  | Cassio Polpo de Campos:
New Complexity Results for MAP in Bayesian Networks.
IJCAI 2011: 2100-2106 |
| 24 |  | Cassio Polpo de Campos,
Alessio Benavoli:
Inference with Multinomial Data: Why to Weaken the Prior Strength.
IJCAI 2011: 2107-2112 |
| 23 |  | Denis Deratani Mauá,
Cassio Polpo de Campos:
Solving Decision Problems with Limited Information.
NIPS 2011: 603-611 |
| 22 |  | Denis Deratani Mauá,
Cassio Polpo de Campos,
Marco Zaffalon:
Solving Limited Memory Influence Diagrams
CoRR abs/1109.1754: (2011) |
| 21 |  | Giorgio Corani,
Cassio Polpo de Campos:
Improving parameter learning of Bayesian nets from incomplete data
CoRR abs/1110.3239: (2011) |
| 20 |  | Cassio Polpo de Campos,
Qiang Ji:
Efficient Structure Learning of Bayesian Networks using Constraints.
Journal of Machine Learning Research 12: 663-689 (2011) |
| 2010 |
| 19 |  | Cassio Polpo de Campos,
Qiang Ji:
Properties of Bayesian Dirichlet Scores to Learn Bayesian Network Structures.
AAAI 2010 |
| 18 |  | Cassio Polpo de Campos,
Zhi Zeng,
Qiang Ji:
An Improved Structural EM to Learn Dynamic Bayesian Nets.
ICPR 2010: 601-604 |
| 17 |  | Cassio Polpo de Campos:
New Results for the MAP Problem in Bayesian Networks
CoRR abs/1007.3884: (2010) |
| 16 |  | Alessandro Antonucci,
Yi Sun,
Cassio Polpo de Campos,
Marco Zaffalon:
Generalized loopy 2U: A new algorithm for approximate inference in credal networks.
Int. J. Approx. Reasoning 51(5): 474-484 (2010) |
| 15 |  | Giorgio Corani,
Cassio Polpo de Campos:
A tree augmented classifier based on Extreme Imprecise Dirichlet Model.
Int. J. Approx. Reasoning 51(9): 1053-1068 (2010) |
| 2009 |
| 14 |  | Alessio Benavoli,
Cassio Polpo de Campos:
Inference from Multinomial Data Based on a MLE-Dominance Criterion.
ECSQARU 2009: 22-33 |
| 13 |  | Cassio Polpo de Campos,
Zhi Zeng,
Qiang Ji:
Structure learning of Bayesian networks using constraints.
ICML 2009: 15 |
| 12 |  | 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) |
| 2008 |
| 11 |  | Cassio Polpo de Campos,
Yan Tong,
Qiang Ji:
Constrained Maximum Likelihood Learning of Bayesian Networks for Facial Action Recognition.
ECCV (3) 2008: 168-181 |
| 10 |  | Cassio Polpo de Campos,
Qiang Ji:
Improving Bayesian Network parameter learning using constraints.
ICPR 2008: 1-4 |
| 9 |  | Cassio Polpo de Campos,
Qiang Ji:
Strategy Selection in Influence Diagrams using Imprecise Probabilities.
UAI 2008: 121-128 |
| 8 |  | 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) |
| 2007 |
| 7 |  | Cassio Polpo de Campos,
Fabio Gagliardi Cozman:
Computing lower and upper expectations under epistemic independence.
Int. J. Approx. Reasoning 44(3): 244-260 (2007) |
| 2006 |
| 6 |  | Fabio Gagliardi Cozman,
Cassio Polpo de Campos,
José Carlos Ferreira da Rocha:
Probabilistic Logic with Strong Independence.
IBERAMIA-SBIA 2006: 612-621 |
| 2005 |
| 5 |  | Cassio Polpo de Campos,
Fabio Gagliardi Cozman:
The Inferential Complexity of Bayesian and Credal Networks.
IJCAI 2005: 1313-1318 |
| 4 |  | Cassio Polpo de Campos,
Fabio Gagliardi Cozman:
Computing Lower and Upper Expectations under Epistemic Independence.
ISIPTA 2005: 78-87 |
| 3 |  | Cassio Polpo de Campos,
Fabio Gagliardi Cozman:
Belief Updating and Learning in Semi-Qualitative Probabilistic Networks.
UAI 2005: 153-160 |
| 2004 |
| 2 |  | 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 |
| 2003 |
| 1 |  | José Carlos Ferreira da Rocha,
Fabio Gagliardi Cozman,
Cassio Polpo de Campos:
Inference in Polytrees with Sets of Probabilities.
UAI 2003: 217-224 |