| 2016 | ECAI | Making Sense of Item Response Theory in Machine Learning. | Fernando Martnez-Plumed, Ricardo B. C. Prudncio, Adolfo Martnez Us, Jos Hernndez-Orallo |
| 2014 | IPIN | UJIIndoorLoc: A new multi-building and multi-floor database for WLAN fingerprint-based indoor localization problems. | Joaqun Torres-Sospedra, Ral Montoliu, Adolfo Martnez Us, Joan P. Avariento, Tomas J. Arnau, Mauri Benedito-Bordonau, Joaqun Huerta |
| 2011 | CIARP | Semi-supervised Classification by Probabilistic Relaxation. | Adolfo Martnez Us, Filiberto Pla, Jos Martnez Sotoca, Henry Anaya-Snchez |
| 2011 | IBPRIA | Semi-supervised Probabilistic Relaxation for Image Segmentation. | Adolfo Martnez Us, Filiberto Pla, Jos Martnez Sotoca, Henry Anaya-Snchez |
| 2011 | IJCAI | Semi-Supervised Learning from a Translation Model between Data Distributions. | Henry Anaya-Snchez, Jos Martnez Sotoca, Adolfo Martnez Us |
| 2010 | ICPR | A Semi-supervised Gaussian Mixture Model for Image Segmentation. | Adolfo Martnez Us, Filiberto Pla, Jos Martnez Sotoca |
| 2007 | IBPRIA | Comparison of Unsupervised Band Selection Methods for Hyperspectral Imaging. | Adolfo Martnez Us, Filiberto Pla, Jos Martnez Sotoca, Pedro Garca-Sevilla |
| 2006 | CIARP | Automatic Band Selection in Multispectral Images Using Mutual Information-Based Clustering. | Adolfo Martnez Us, Filiberto Pla, Pedro Garca-Sevilla, Jos Martnez Sotoca |
| 2006 | ICPR | Clustering-based multispectral band selection using mutual information. | Adolfo Martnez Us, Filiberto Pla, Jos Martnez Sotoca, Pedro Garca-Sevilla |
| 2006 | SSPR | Unsupervised Image Segmentation Using a Hierarchical Clustering Selection Process. | Adolfo Martnez Us, Filiberto Pla, Pedro Garca-Sevilla |
| 2005 | IBPRIA | Multispectral Image Segmentation by Energy Minimization for Fruit Quality Estimation. | Adolfo Martnez Us, Filiberto Pla, Pedro Garca-Sevilla |
| 2004 | ICPR | A Novel Energy Minimization Criterion for Color Image Segmentation. | Adolfo Martnez Us, Filiberto Pla, Pedro Garca-Sevilla |
| 2003 | IBPRIA | A Quadtree-Based Unsupervised Segmentation Algorithm for Fruit Visual Inspection. | Adolfo Martnez Us |