Iñigo Mendialdua

14 papers B 1C 1Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2024 J jnl
Topological safeguard for evasion attack interpreting the neural networks' behavior.
CoRR
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
2024 J jnl
Topological safeguard for evasion attack interpreting the neural networks' behavior.
Pattern Recognit.
Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia
2023 J jnl
RANSAC for Robotic Applications: A Survey.
Sensors
José María Martínez-Otzeta, Itsaso Rodríguez-Moreno, Iñigo Mendialdua, Basilio Sierra
2022 C conf
An Open-source Library for Processing of 3D Data from Indoor Scenes.
ICPRAM
José María Martínez-Otzeta, Iñigo Mendialdua, Itsaso Rodríguez-Moreno, Igor Rodriguez Rodriguez, Basilio Sierra
2021 J jnl
Problems selection under dynamic selection of the best base classifier in one versus one: PSEUDOVO.
Int. J. Mach. Learn. Cybern.
Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra
2019 J jnl
Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence.
IEEE Access
Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra
2018 — conf
On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition.
Australasian Conference on Artificial Intelligence
Izaro Goienetxea, Iñigo Mendialdua, Basilio Sierra
2016 J jnl
Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy.
Neurocomputing
Iñigo Mendialdua, Goretti Echegaray, Igor Rodriguez Rodriguez, Elena Lazkano, Basilio Sierra
2015 J jnl
Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms.
Neurocomputing
Iñigo Mendialdua, Andoni Arruti, Ekaitz Jauregi, Elena Lazkano, Basilio Sierra
2015 J jnl
Dynamic selection of the best base classifier in One versus One.
Knowl. Based Syst.
Iñigo Mendialdua, José María Martínez-Otzeta, Igor Rodriguez Rodriguez, Txelo Ruiz-Vazquez, Basilio Sierra
2014 J jnl
New One Versus
Expert Syst. Appl.
Andoni Arruti, Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi
2012 B conf
Positive Predictive Value based dynamic K-Nearest Neighbor.
KES
Iñigo Mendialdua, Noelia Oses, Basilio Sierra, Elena Lazkano
2011 J jnl
K Nearest Neighbor Equality: Giving equal chance to all existing classes.
Inf. Sci.
Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi, Iñigo Mendialdua
2010 — conf
Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier.
ADMA (1)
Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi