| 2018 | CIARP | Generalized Multitarget Linear Regression with Output Dependence Estimation. | Hctor R. Gonzalez, Carlos Morell, Francesc J. Ferri |
| 2017 | ESANN | Distance metric learning: a two-phase approach. | Bac Nguyen, Carlos Morell, Bernard De Baets |
| 2016 | CIARP | Improving Nearest Neighbor Based Multi-target Prediction Through Metric Learning. | Hctor R. Gonzalez, Carlos Morell, Francesc J. Ferri |
| 2014 | LREC | The IULA Spanish LSP Treebank. | Montserrat Marimon, Nria Bel, Beatrz Fisas, Blanca Arias, Silvia Vzquez, Jorge Vivaldi, Carlos Morell, Merc Lorente |
| 2013 | CIARP | A Feature Set Decomposition Method for the Construction of Multi-classifier Systems Trained with High-Dimensional Data. | Yoisel Campos, Roberto Estrada, Carlos Morell, Francesc J. Ferri |
| 2013 | CIARP | Drug Activity Characterization Using One-Class Support Vector Machines with Counterexamples. | Alicia Hurtado-Cortegana, Francesc J. Ferri, Wladimiro Daz Villanueva, Carlos Morell |
| 2013 | CIARP | ReliefF-ML: An Extension of ReliefF Algorithm to Multi-label Learning. | Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastin Ventura Soto |
| 2012 | ISDA | A local complexity based combination method for decision forests trained with high-dimensional data. | Yoisel Campos, Carlos Morell, Francesc J. Ferri |
| 2012 | ISDA | Learning similarity metric to improve the performance of lazy multi-label ranking algorithms. | Oscar Gabriel Reyes Pupo, Carlos Morell, Sebastin Ventura |
| 2012 | LREC | Iula2Standoff: a tool for creating standoff documents for the IULACT. | Carlos Morell, Jorge Vivaldi, Nria Bel |
| 2010 | ESANN | KNN behavior with set-valued attributes. | Mabel Gonzlez Castellanos, Yanet Rodrguez Sarabia, Carlos Morell |
| 2010 | HAIS | SIFT-SS: An Advanced Steady-State Multi-Objective Genetic Fuzzy System. | Michel Gonzlez, Jorge Casillas, Carlos Morell |
| 2008 | CIARP | A Correlation-Based Distance Function for Nearest Neighbor Classification. | Yanet Rodrguez, Bernard De Baets, Mara M. Garca, Carlos Morell, Ricardo Grau balo |
| 2008 | HIS | Fuzzy Case-Based System for Classification Tasks on Missing and Noisy Data. | Yanet Rodrguez, Carlos Morell, Ricardo Grau balo, Mara M. Garca, Bernard De Baets |
| 2007 | IFSA | Improving a Fuzzy ANN Model Using Correlation Coefficients. | Yanet Rodrguez, Bernard De Baets, Mara M. Garca, Ricardo Grau balo, Carlos Morell, Rafael Bello |