| 2017 | ICMV | Drawing a baseline in aesthetic quality assessment. | Fernando Rubio, M. Julia Flores, Jos M. Puerta |
| 2015 | ICAART | Impact on Bayesian Networks Classifiers When Learning from Imbalanced Datasets. | M. Julia Flores, Jos A. Gmez |
| 2012 | HAIS | Non-Disjoint Discretization for Aggregating One-Dependence Estimator Classifiers. | Ana M. Martnez, Geoffrey I. Webb, M. Julia Flores, Jos A. Gmez |
| 2012 | KES | Evaluation of a Thermal-Comfort Control System Using Real Data. | Pablo Bermejo, Luis Redondo, Luis delaOssa, Daniel Rodrguez, M. Julia Flores, Carmen Urea, Jos A. Gmez, Jesus Martnez-Gmez, Jos M. Puerta |
| 2011 | ISDA | Mixture of truncated exponentials in supervised classification: Case study for the naive bayes and averaged one-dependence estimators classifiers. | M. Julia Flores, Jos A. Gmez, Ana M. Martnez, Antonio Salmern |
| 2009 | DaWaK | The PDG-Mixture Model for Clustering. | M. Julia Flores, Jos A. Gmez, Jens Dalgaard Nielsen |
| 2009 | ECSQARU | HODE: Hidden One-Dependence Estimator. | M. Julia Flores, Jos A. Gmez, Ana M. Martnez, Jos M. Puerta |
| 2009 | ICML | GAODE and HAODE: two proposals based on AODE to deal with continuous variables. | M. Julia Flores, Jos A. Gmez, Ana M. Martnez, Jos M. Puerta |
| 2005 | ECSQARU | Abductive Inference in Bayesian Networks: Finding a Partition of the Explanation Space. | M. Julia Flores, Jos A. Gmez, Serafn Moral |
| 2005 | KES | Breeding Value Classification in Manchego Sheep: A Study of Attribute Selection and Construction. | M. Julia Flores, Jos A. Gmez |
| 2003 | UAI | Incremental compilation of Bayesian networks. | M. Julia Flores, Jos A. Gmez, Kristian G. Olesen |