Fabio Gagliardi Cozman

Fabio Gagliardi Cozman publication distribution in Computer Science in 2026

The chart shows the distribution of publications by all Research.com ranked scientists in the field of Computer Science in 2026. The highlighted bar marks where Fabio Gagliardi Cozman sits on this spectrum.

Fabio Gagliardi Cozman D-index placement in Computer Science in 2026

The chart shows the D-index (discipline H-index) distribution of Computer Science scientists ranked by Research.com in 2026. The highlighted bar marks where Fabio Gagliardi Cozman sits on this spectrum.

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