Cassio P. de Campos
Cassio P. de Campos
Eindhoven University of Technology
Verified email at - Homepage
TitleCited byYear
Efficient structure learning of Bayesian networks using constraints
CP De Campos, Q Ji
The Journal of Machine Learning Research 12, 663-689, 2011
Structure learning of Bayesian networks using constraints
CP De Campos, Z Zeng, Q Ji
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
Genome-wide DNA profiling of marginal zone lymphomas identifies subtype-specific lesions with an impact on the clinical outcome
A Rinaldi, M Mian, E Chigrinova, L Arcaini, G Bhagat, U Novak, ...
Blood, The Journal of the American Society of Hematology 117 (5), 1595-1604, 2011
The inferential complexity of Bayesian and credal networks
CP De Campos, FG Cozman
IJCAI 5, 1313-1318, 2005
Inference in credal networks using multilinear programming
CP de Campos, FG Cozman
Proceedings of the Second Starting AI Researcher Symposium, 50-61, 2004
Improving Bayesian network parameter learning using constraints
CP De Campos, Q Ji
2008 19th International Conference on Pattern Recognition, 1-4, 2008
Learning Bayesian networks with thousands of variables
M Scanagatta, CP de Campos, G Corani, M Zaffalon
Advances in neural information processing systems, 1864-1872, 2015
Genomic lesions associated with a different clinical outcome in diffuse large B‐Cell lymphoma treated with R‐CHOP‐21
M Scandurra, M Mian, TC Greiner, PMV Rancoita, CP De Campos, ...
British journal of haematology 151 (3), 221-231, 2010
BOCA: um sistema de apoio a competições de programação
CP de Campos, CE Ferreira
Workshop de Educação em Computação, 2004
New complexity results for MAP in Bayesian networks
CP de Campos
IJCAI 11, 2100-2106, 2011
Partially ordered preferences in decision trees: computing strategies with imprecision in probabilities
D Kikuti, FG Cozman, CP De Campos
IJCAI workshop on advances in preference handling, 118-123, 2005
Computing lower and upper expectations under epistemic independence
CP de Campos, FG Cozman
International Journal of Approximate Reasoning 44 (3), 244-260, 2007
Prognostic impact of monocyte count at presentation in mantle cell lymphoma
K Aprile von Hohenstaufen, A Conconi, CP de Campos, S Franceschetti, ...
British journal of haematology 162 (4), 465-473, 2013
Properties of Bayesian Dirichlet scores to learn Bayesian network structures
CP de Campos, Q Ji
Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010
Inference in polytrees with sets of probabilities
JCF da Rocha, FG Cozman, CP de Campos
arXiv preprint arXiv:1212.2458, 2012
Belief updating and learning in semi-qualitative probabilistic networks
CP De Campos, FG Cozman
arXiv preprint arXiv:1207.1367, 2012
Constrained maximum likelihood learning of Bayesian networks for facial action recognition
C de Campos, Y Tong, Q Ji
Computer Vision–ECCV 2008, 168-181, 2008
Belief updating and learning in semi-qualitative probabilistic networks
CP De Campos, FG Cozman
Conference on Uncertainty in Artificial Intelligence, arXiv:1207.1367, 2005
A mid to late Holocene cryptotephra framework from eastern North America
H Mackay, PDM Hughes, BJL Jensen, PG Langdon, SDF Pyne-O'Donnell, ...
Quaternary Science Reviews 132, 101-113, 2016
Strategy selection in influence diagrams using imprecise probabilities
CP de Campos, Q Ji
arXiv preprint arXiv:1206.3246, 2012
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Articles 1–20