| 2015 | IJCAI | Using A* for Inference in Probabilistic Classifier Chains. | Deiner Mena, Elena Montas, Jos Ramn Quevedo, Juan Jos del Coz |
| 2010 | HAIS | Ranked Tag Recommendation Systems Based on Logistic Regression. | Jos Ramn Quevedo, Elena Montas, Jos Ranilla, Irene Daz |
| 2009 | EDM | Obtaining weights of a rubric through a pairwise learning model when the assessment process involves more than one lecturer. | Jos Ramn Quevedo, Elena Montas |
| 2006 | SAC | Angular measures for feature selection in text categorization. | Elas F. Combarro, Elena Montas, Jos Ranilla, Irene Daz |
| 2006 | SAC | Finding optimal linear measures for feature selection in text categorization. | Elena Montas, Elas F. Combarro, Jos Ranilla, Irene Daz |
| 2005 | IDA | Towards Automatic and Optimal Filtering Levels for Feature Selection in Text Categorization. | Elena Montas, Elas F. Combarro, Irene Daz, Jos Ranilla |
| 2004 | DEXA | Text Categorization by a Machine-Learning-Based Term Selection. | Javier Fernndez, Elena Montas, Irene Daz, Jos Ranilla, Elas F. Combarro |
| 2004 | ICCS | Extraction of Document Descriptive Terms with a Linguistic-Based Machine Learning Approach. | Javier Fernndez, Elena Montas, Irene Daz, Jos Ranilla, Elas F. Combarro |
| 2004 | ICCS | Words as Rules: Feature Selection in Text Categorization. | Elena Montas, Elas F. Combarro, Irene Daz, Jos Ranilla, Jos Ramn Quevedo |
| 2003 | IDA | Measures of Rule Quality for Feature Selection in Text Categorization. | Elena Montas, Javier Fernndez, Irene Daz, Elas F. Combarro, Jos Ranilla |
| 2003 | IWANN | A Comparison of the Performance of SVM and ARNI on Text Categorization with New Filtering Measures on an Unbalanced Collection. | Elas F. Combarro, Elena Montas, Jos Ranilla, Javier Fernndez |
| 2003 | IWANN | A Wrapper Approach with Support Vector Machines for Text Categorization. | Elena Montas, Jos Ramn Quevedo, Irene Daz |