Fabio Gagliardi Cozman

Best Publications

• Credal networks

  Fabio G. Cozman

  483
  Citations

• Semi-supervised learning of mixture models

  Fabio Gagliardi Cozman;Ira Cohen;Marcelo Cesar Cirelo

  363
  Citations

• Semisupervised learning of classifiers: theory, algorithms, and their application to human-computer interaction

  I. Cohen;F.G. Cozman;N. Sebe;M.C. Cirelo

  341
  Citations

• Depth from scattering

  F. Cozman;E. Krotkov

  232
  Citations

• Unlabeled Data Can Degrade Classification Performance of Generative Classifiers

  Fabio G. Cozman;Ira Cohen

  213
  Citations

• Generalizing variable elimination in Bayesian networks

  Unknown

  156
  Citations

• Graphical models for imprecise probabilities

  Unknown

  145
  Citations

• Experience with rover navigation for lunar-like terrains

  R. Simmons;E. Krotkov;L. Chrisman;F. Cozman

  132
  Citations

• Random Generation of Bayesian Networks

  Unknown

  124
  Citations

• Efficient solutions to factored MDPs with imprecise transition probabilities

  Karina Valdivia Delgado;Scott Sanner;Leliane Nunes de Barros;Fabio G. Cozman

  97
  Citations

• The inferential complexity of Bayesian and credal networks

  Unknown

  97
  Citations

• Outdoor Visual Position Estimation for Planetary Rovers

  Fabio Cozman;Eric Krotkov;Carlos Guestrin

  89
  Citations

• Robot localization using a computer vision sextant

  F. Cozman;E. Krotkov

  84
  Citations

• Planning under risk and Knightian uncertainty

  Unknown

  83
  Citations

• Generating Random Bayesian networks with constraints on induced width

  Jaime S. Ide;Fabio G. Cozman;Fabio T. Ramos

  74
  Citations

• Risks of Semi-Supervised Learning: How Unlabeled Data Can Degrade Performance of Generative Classifiers.

  Fábio Gagliardi Cozman;Ira Cohen

  72
  Citations

• Safeguarded Teleoperation for Lunar Rovers: From Human Factors to Field Trials

  Eric Krotkov;Reid Simmons;Fabio Cozman;Sven Koenig

  69
  Citations

• Semi-Supervised Learning of Mixture Models and Bayesian Networks

  Fabio Gagliardi Cozman;Ira Cohen;Marcelo César Cirelo

  68
  Citations

• Sets of probability distributions, independence, and convexity

  Fábio Gagliardi Cozman

  60
  Citations

• Proceedings of the Twenty-Seventh Conference on Uncertainty in Artificial Intelligence

  Fabio Cozman;Avi Pfeffer

  46
  Citations