Iñigo Mendialdua

According to our database, Iñigo Mendialdua authored at least 13 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Topological safeguard for evasion attack interpreting the neural networks' behavior.

Xabier Echeberria-Barrio, Amaia Gil-Lerchundi, Iñigo Mendialdua, Raul Orduna Urrutia

Pattern Recognit., March, 2024

2023

RANSAC for Robotic Applications: A Survey.

José María Martínez-Otzeta, Itsaso Rodríguez-Moreno, Iñigo Mendialdua, Basilio Sierra

Sensors, 2023

2022

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

Proceedings of the 11th International Conference on Pattern Recognition Applications and Methods, 2022

2021

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

2019

Statistics-Based Music Generation Approach Considering Both Rhythm and Melody Coherence.

Izaro Goienetxea, Iñigo Mendialdua, Igor Rodriguez Rodriguez, Basilio Sierra

IEEE Access, 2019

2018

On the Use of Matrix Based Representation to Deal with Automatic Composer Recognition.

Izaro Goienetxea, Iñigo Mendialdua, Basilio Sierra

Proceedings of the AI 2018: Advances in Artificial Intelligence, 2018

2016

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

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

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

2014

New One Versus^All_One method: NOV@.

Andoni Arruti, Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Ekaitz Jauregi

Expert Syst. Appl., 2014

2012

Positive Predictive Value based dynamic K-Nearest Neighbor.

Iñigo Mendialdua, Noelia Oses, Basilio Sierra, Elena Lazkano

Proceedings of the Advances in Knowledge-Based and Intelligent Information and Engineering Systems, 2012

2011

K Nearest Neighbor Equality: Giving equal chance to all existing classes.

Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi, Iñigo Mendialdua

Inf. Sci., 2011

2010

Surrounding Influenced K-Nearest Neighbors: A New Distance Based Classifier.

Iñigo Mendialdua, Basilio Sierra, Elena Lazkano, Itziar Irigoien, Ekaitz Jauregi

Proceedings of the Advanced Data Mining and Applications - 6th International Conference, 2010