Iñigo Mendialdua

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 8

Top Topics

Subset Selection

Base Classifiers

Outlier Removal

Top Venues

Pattern Recognit.

Publications

Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
Topological safeguard for evasion attack interpreting the neural networks' behavior. Pattern Recognit. 147 (2024)
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
Topological safeguard for evasion attack interpreting the neural networks' behavior. CoRR (2024)
José María Martínez-Otzeta, Itsaso Rodríguez-Moreno, Iñigo Mendialdua, Basilio Sierra
RANSAC for Robotic Applications: A Survey. Sensors 23 (1) (2023)
José María Martínez-Otzeta, Iñigo Mendialdua, Itsaso Rodríguez-Moreno, Igor Rodriguez Rodriguez, Basilio Sierra
An Open-source Library for Processing of 3D Data from Indoor Scenes. ICPRAM (2022)
Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra
Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO. Int. J. Mach. Learn. Cybern. 12 (6) (2021)
Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra
Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence. IEEE Access 7 (2019)
Izaro Goienetxea, Iñigo Mendialdua, Basilio Sierra
On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition. Australasian Conference on Artificial Intelligence (2018)
Iñigo Mendialdua, Goretti Echegaray, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra
Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy. Neurocomputing 171 (2016)
Iñigo Mendialdua, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Txelo Ruiz-Vazquez, Basilio Sierra
Dynamic selection of the best base classifier in One versus One. Knowl. Based Syst. 85 (2015)
Iñigo Mendialdua, Andoni Arruti, Ekaitz Jauregi, Elena Lazkano, Basilio Sierra
Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms. Neurocomputing 157 (2015)
Andoni Arruti, Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi
method: NOV@. Expert Syst. Appl. 41 (14) (2014)
Iñigo Mendialdua, Noelia Oses, Basilio Sierra, Elena Lazkano
Positive Predictive Value based dynamic K-Nearest Neighbor. KES (2012)
Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi, Iñigo Mendialdua
K Nearest Neighbor Equality: Giving equal chance to all existing classes. Inf. Sci. 181 (23) (2011)
Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi
Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier. ADMA (1) (2010)