| 2018 | BigData | On the Usage of the Probability Integral Transform to Reduce the Complexity of Multi-Way Fuzzy Decision Trees in Big Data Classification Problems. | Mikel Elkano, Mikel Uriz, Humberto Bustince, Mikel Galar |
| 2017 | EUSFLAT | A New Extension of Monotonicity: Ordered Directional Monotonicity. | Humberto Bustince, Radko Mesiar, Anna Kolesrov, Mikel Sesma-Sara, Javier Fernndez, Mikel Galar, Mikel Elkano |
| 2017 | ICONIP | A Preliminary Approach to Semi-supervised Learning in Convolutional Neural Networks Applying "Sleep-Wake" Cycles. | Mikel Elkano, Humberto Bustince, Andrew P. Paplinski |
| 2017 | IFSA | IVOVO: A new interval-valued one-vs-one approach for multi-class classification problems. | Mikel Elkano, Mikel Galar, Jos Antonio Sanz, Giancarlo Lucca, Humberto Bustince |
| 2016 | IPMU | Unbalanced OWA Operators for Atanassov Intuitionistic Fuzzy Sets. | Laura De Miguel, Edurne Barrenechea, Miguel Pagola, Aranzazu Jurio, Jos Antonio Sanz, Mikel Elkano, Humberto Bustince |
| 2015 | EUSFLAT | Study of n-dimensional overlap functions in Fuzzy Rule-Based Classification Systems. | Mikel Elkano, Mikel Galar, Jos Antonio Sanz, Humberto Bustince |
| 2014 | IPMU | Improving the Performance of FARC-HD in Multi-class Classification Problems Using the One-Versus-One Strategy and an Adaptation of the Inference System. | Mikel Elkano, Mikel Galar, Jos Antonio Sanz, Edurne Barrenechea, Francisco Herrera, Humberto Bustince |