dr. C. (Cassio) Polpo de Campos
c.decampos@uu.nl
Gegenereerd op 2018-06-20 23:22:32


Profiel

For citations: please use: 'de Campos, Cassio P.'

Gegenereerd op 2018-06-20 23:22:32

For citations: please use: 'de Campos, Cassio P.' Ignore the fact that some references below appear with 'Polpo de Campos, Cassio'. That is not the way my papers should be cited, but apparently the "system" continues to make this mistake (it will be eventually fixed). Thank you.

The list below is not exhaustive (in particular, older publications are not listed yet). Please check my google scholar page for more papers.

Alle publicaties
  2018 - Wetenschappelijke publicaties
Scanagatta, Mauro, Corani, Giorgio, de Campos, Cassio & Zaffalon, Marco (2018). Approximate structure learning for large Bayesian networks. Machine Learning
de Campos, Cassio, Scanagatta, Mauro, Corani, Giorgio & Zaffalon, Marco (2018). Entropy-based Pruning for Learning Bayesian Networks using BIC. Artificial Intelligence, 260, (pp. 42-50).
  2017 - Wetenschappelijke publicaties
Conaty, Diarmaid, Maua, Denis D. & de Campos, Cassio (2017). Approximation Complexity of Maximum A Posteriori Inference in Sum-Product Networks. Proceedings of The 33rd Conference on Uncertainty in Artificial Intelligence AUAI Press.
Maua, Denis Deratani, Cozman, Fabio Gagli, Conaty, Diarmaid & de Campos, Cassio P. (2017). Credal Sum-Product Networks. ISIPTA'17: Proceedings of the Tenth International Symposium on Imprecise Probability: Theories and Applications (pp. 205-216) (12 p.).
Nie, Siqi, de Campos, Cassio & Ji, Qiang (2017). Efficient learning of Bayesian networks with bounded tree-width. International Journal of Approximate Reasoning, 80, (pp. 412-427) (16 p.).
de Campos, Cassio P. & Benavoli, Alessio (2017). Joint Analysis of Multiple Algorithms and Performance Measures. New Generation Computing, 35 (1), (pp. 69-86) (18 p.).
  2016 - Wetenschappelijke publicaties
Benavoli, Alessio & de Campos, Cassio P. (06-09-2016). Bayesian Dependence Tests for Continuous, Binary and Mixed Continuous-Binary Variables. Entropy, 18 (9). M1 - 326.
Rancoita, Paola M.V., Zaffalon, Marco, Zucca, Emanuele, Bertoni, Francesco & Polpo de Campos, Cassio (2016). Bayesian network data imputation with application to survival tree analysis. Computational Statistics and Data Analysis, 93, (pp. 373-387) (15 p.).
Mauá, Denis Deratani, Antonucci, Alessandro & de Campos, Cassio Polpo (05-03-2016). Hidden Markov Models With Set-Valued Parameters. Neurocomputing, 180, (pp. 94-107) (14 p.).
Nie, Siqi, de Campos, Cassio P. & Ji, Qiang (2016). Learning Bayesian Networks with Bounded Tree-Width via Guided Search. The Thirtieth AAAI Conference on Artificial Intelligence (pp. 3294-3300) (7 p.). Association for the Advancement of Artificial Intelligence (AAAI).
Adel, Tameem & de Campos, Cassio (2016). Learning Bayesian Networks with Incomplete Data by Augmentation. Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence Association for the Advancement of Artificial Intelligence (AAAI).
de Campos, Cassio P., Corani, Giorgio, Scanagatta, Mauro, Cuccu, Marco & Zaffalon, Marco (2016). Learning Extended Tree Augmented Naive Structures. International Journal of Approximate Reasoning, 68, (pp. 153-163) (11 p.).
Scanagatta, Mauro, Corani, Giorgio, de Campos, Cassio P. & Zaffalon, Marco (12-08-2016). Learning Treewidth-Bounded Bayesian Networks with Thousands of Variables. Advances in Neural Information Processing Systems 29 (NIPS 2016) NIPS Foundation, Inc, Double blind peer reviewed by multiple reviewers. Acc. rate 22%..
de Campos, Cassio, Pereira, Carlos A. de B., Rancoita, Paola M.V. & Polpo, Adriano (08-10-2016). Ordering Quantiles through Confidence Statements. Entropy, 18 (10). M1 - 357.
Benavoli, Alessio & de Campos, Cassio P. (08-01-2016). Statistical Tests for Joint Analysis of Performance Measures. Advanced Methodologies for Bayesian Networks (pp. 76-92) (17 p.). Springer.
  2015 - Wetenschappelijke publicaties
Antonucci, Alessandro, Polpo de Campos, Cassio, Huber, David & Zaffalon, Marco (2015). Approximate credal network updating by linear programming with applications to decision making. International Journal of Approximate Reasoning, 58, (pp. 25-38) (14 p.).
Meehan, Aaron & de Campos, Cassio P. (21-07-2015). Averaged Extended Tree Augmented Naive Classifier. Entropy, 17 (7), (pp. 5085-5100) (16 p.).
Polpo de Campos, Cassio, Cuccu, Marco, Corani, Giorgio & Zaffalon, Marco (2015). Extended Tree Augmented Naive Classifier. Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings (pp. 176-189) (14 p.). Springer, (selected for special issue, blind peer reviewed by >3 reviewers).
Scanagatta, Mauro, de Campos, Cassio P., Corani, Giorgio & Zaffalon, Marco (2015). Learning Bayesian Networks with Thousands of Variables. Advances in Neural Information Processing Systems 28 (NIPS 2015) (pp. 1855-1863) (9 p.). NIPS Foundation, Inc, Double blind peer reviewed by multiple reviewers. Acc. rate 22%..
Nie, Siqi, de Campos, Cassio P. & Ji, Qiang (12-07-2015). Learning Bounded Tree-Width Bayesian Networks via Sampling. Symbolic and Quantitative Approaches to Reasoning with Uncertainty (pp. 387-396) (10 p.). Springer International Publishing Switzerland, Blind peer reviewed by multiple reviewers..
Scanagatta, Mauro, Polpo de Campos, Cassio & Zaffalon, Marco (2015). Min-BDeu and Max-BDeu Scores for Learning Bayesian Networks. Probabilistic Graphical Models: 7th European Workshop, PGM 2014, Utrecht, The Netherlands, September 17-19, 2014. Proceedings (pp. 426-441) (16 p.). Springer, (blind peer reviewed by >3 reviewers).
Mangili, Francesca, Benavoli, Alessio, de Campos, Cassio P. & Zaffalon, Marco (2015). Reliable survival analysis based on the Dirichlet Process. Biometrical Journal, 57 (6), (pp. 1002-1019) (18 p.).
Maua, Denis Deratani, de Campos, Cassio Polpo & Cozman, Fabio Gagliardi (2015). The Complexity of MAP Inference in Bayesian Networks Specified Through Logical Languages. Proceedings of the Twenty-Fourth International Joint Conference on Artificial Intelligence (IJCAI) (pp. 889-895) (7 p.). International Joint Conferences on Artificial Intelligence, Double blind peer-reviewed by multiple reviewers. Acc. rate 28%.
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Gegenereerd op 2018-06-20 23:22:32
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Princetonplein 5
Kamer 5.75
3584 CC  UTRECHT

Gegenereerd op 2018-06-20 23:22:32
Laatst bijgewerkt op 15-05-2018