Cassio P. de Campos

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Publications

Citations

1.7K

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Active since

2004

Affiliations

Dalle Molle Institute for Artificial Intelligence Research(Current)

Queen's University Belfast

Rensselaer Polytechnic Institute

Universidade de São Paulo

Pontifícia Universidade Católica de São Paulo

Cassio P. de Campos is an author at Dalle Molle Institute for Artificial Intelligence Research specializing in engineering, computer science, and machine learning.

ORCID

Top concepts

EngineeringComputer ScienceData ScienceMachine LearningNetwork AnalysisCombinatorial OptimizationKnowledge DiscoveryStatistical InferenceNetwork ScienceBayesian Networks

Publications per year

2004–2019

Publications

Efficient Structure Learning of Bayesian Networks using Constraints

Cassio P. de Campos, Qiang Ji · Journal of Machine Learning Research · 2011 · 247 citations

Artificial Intelligence, Bayesian Network Structures, Engineering +15

Genome-wide DNA profiling of marginal zone lymphomas identifies subtype-specific lesions with an impact on the clinical outcome

Andrea Rinaldi, Michael Mian, Ekaterina Chigrinova et al. · Blood · 2010 · 187 citations · Full text

Structure learning of Bayesian networks using constraints

Cassio P. de Campos, Zhi Zeng, Qiang Ji · 2009 · 120 citations

Artificial Intelligence, Bayesian Network Structure, Machine Learning +17

Learning Bayesian networks with thousands of variables

Mauro Scanagatta, Cassio P. de Campos, Giorgio Corani et al. · Research Portal (Queen's University Belfast) · 2015 · 73 citations · Full text

The inferential complexity of Bayesian and credal networks

Cassio P. de Campos, Fábio Gagliardi Cozman · 2005 · 69 citations

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