Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. - Iñigo Mendialdua; Basilio Sierra; Elena Lazkano; Itziar Irigoien; Ekaitz Jauregi (ADMA (1), 2010)

K Nearest Neighbor Equality: Giving equal chance to all existing classes. - Basilio Sierra; Elena Lazkano; Itziar Irigoien; Ekaitz Jauregi; Iñigo Mendialdua (Inf. Sci., 2011)

Positive Predictive Value based dynamic K-Nearest Neighbor. - Iñigo Mendialdua; Noelia Oses; Basilio Sierra; Elena Lazkano (KES, 2012)

New One VersusAllOne method: NOV@. - Andoni Arruti; Iñigo Mendialdua; Basilio Sierra; Elena Lazkano; Ekaitz Jauregi (Expert Syst. Appl., 2014)

Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms. - Iñigo Mendialdua; Andoni Arruti; Ekaitz Jauregi; Elena Lazkano; Basilio Sierra (Neurocomputing, 2015)

Dynamic selection of the best base classifier in One versus One. - Iñigo Mendialdua; José María Martínez-Otzeta; Igor Rodriguez Rodriguez; Txelo Ruiz-Vazquez; Basilio Sierra (Knowl. Based Syst., 2015)

Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy. - Iñigo Mendialdua; Goretti Echegaray; Igor Rodriguez Rodriguez; Elena Lazkano; Basilio Sierra (Neurocomputing, 2016)

On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition. - Izaro Goienetxea; Iñigo Mendialdua; Basilio Sierra (Australasian Conference on Artificial Intelligence, 2018)

Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence. - Izaro Goienetxea; Iñigo Mendialdua; Igor Rodriguez Rodriguez; Basilio Sierra (IEEE Access, 2019)

Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO. - Izaro Goienetxea; Iñigo Mendialdua; Igor Rodriguez Rodriguez; Basilio Sierra (Int. J. Mach. Learn. Cybern., 2021)

An Open-source Library for Processing of 3D Data from Indoor Scenes. - José María Martínez-Otzeta; Iñigo Mendialdua; Itsaso Rodríguez-Moreno; Igor Rodriguez Rodriguez; Basilio Sierra (ICPRAM, 2022)

RANSAC for Robotic Applications: A Survey. - José María Martínez-Otzeta; Itsaso Rodríguez-Moreno; Iñigo Mendialdua; Basilio Sierra (Sensors, 2023)

Topological safeguard for evasion attack interpreting the neural networks' behavior. - Xabier Echeberria-Barrio; Amaia Gil-Lerchundi; Iñigo Mendialdua; Raul Orduna Urrutia (Pattern Recognit., 2024)