| Classifier Subset Selection to construct multi-classifiers by means of estimation of distribution algorithms I Mendialdua, A Arruti, E Jauregi, E Lazkano, B Sierra Neurocomputing 157, 46-60, 2015 | 40 | 2015 |
| Dynamic selection of the best base classifier in one versus one I Mendialdua, JM Martínez-Otzeta, I Rodriguez-Rodriguez, ... Knowledge-Based Systems 85, 298-306, 2015 | 32 | 2015 |
| K nearest neighbor equality: giving equal chance to all existing classes B Sierra, E Lazkano, I Irigoien, E Jauregi, I Mendialdua Information Sciences 181 (23), 5158-5168, 2011 | 32 | 2011 |
| Ransac for robotic applications: A survey JM Martínez-Otzeta, I Rodríguez-Moreno, I Mendialdua, B Sierra Sensors 23 (1), 327, 2022 | 30 | 2022 |
| Statistics-based music generation approach considering both rhythm and melody coherence I Goienetxea, I Mendialdua, I Rodríguez, B Sierra IEEE Access 7, 183365-183382, 2019 | 16 | 2019 |
| NewOneVersusOneAll method: NOV@ A Arruti, I Mendialdua, B Sierra, E Lazkano, E Jauregi Expert systems with applications 41 (14), 6251-6260, 2014 | 13 | 2014 |
| Towards the use of similarity distances to music genre classification: A comparative study I Goienetxea, JM Martínez-Otzeta, B Sierra, I Mendialdua PloS one 13 (2), e0191417, 2018 | 11 | 2018 |
| Robots on stage: A cognitive framework for socially interacting robots I Rodriguez, A Astigarraga, E Lazkano, JM Martínez-Otzeta, I Mendialdua Biologically inspired cognitive architectures 25, 17-25, 2018 | 8 | 2018 |
| Problems selection under dynamic selection of the best base classifier in one versus one: Pseudovo I Goienetxea, I Mendialdua, I Rodríguez, B Sierra International Journal of Machine Learning and Cybernetics 12, 1721-1735, 2021 | 6 | 2021 |
| Undirected cyclic graph based multiclass pair-wise classifier: Classifier number reduction maintaining accuracy I Mendialdua, G Echegaray, I Rodriguez, E Lazkano, B Sierra Neurocomputing 171, 1576-1590, 2016 | 5 | 2016 |
| Positive Predictive Value based dynamic K-Nearest Neighbor. I Mendialdua, N Oses, B Sierra, E Lazkano KES, 59-68, 2012 | 5 | 2012 |
| Optimized parameter search approach for weight modification attack targeting deep learning models X Echeberria-Barrio, A Gil-Lerchundi, R Orduna-Urrutia, I Mendialdua Applied Sciences 12 (8), 3725, 2022 | 2 | 2022 |
| On the use of matrix based representation to deal with automatic composer recognition I Goienetxea, I Mendialdua, B Sierra Australasian Joint Conference on Artificial Intelligence, 531-536, 2018 | 2 | 2018 |
| An Open-source Library for Processing of 3D Data from Indoor Scenes. JM Martínez-Otzeta, I Mendialdua, I Rodríguez-Moreno, IR Rodriguez, ... ICPRAM, 610-615, 2022 | 1 | 2022 |
| Contributions on distance-based algorithms, multi-classifier construction and pairwise classification IM Beitia Universidad del País Vasco-Euskal Herriko Unibertsitatea, 2015 | 1 | 2015 |
| Topological safeguard for evasion attack interpreting the neural networks’ behavior X Echeberria-Barrio, A Gil-Lerchundi, I Mendialdua, R Orduna-Urrutia Pattern Recognition 147, 110130, 2024 | | 2024 |
| Topological Safeguard for Evasion Attack based on the Interpretability of Artificial Neural Network Behavior X Echeberria-Barrio, A Gil-Lerchundi, I Mendialdua, R Orduna-Urrutia arXiv preprint arXiv:2402.07480, 2024 | | 2024 |
| Designing a generalised reward for Building Energy Management Reinforcement Learning agents RM Martínez, BA Goikolea, IM Beitia, RG Martínez 2021 6th International Conference on Smart and Sustainable Technologies …, 2021 | | 2021 |
| Surrounding influenced K-nearest neighbors: a new distance based classifier I Mendialdua, B Sierra, E Lazkano, I Irigoien, E Jauregi Advanced Data Mining and Applications: 6th International Conference, ADMA …, 2010 | | 2010 |
| Decreasing K Nearest Neighbor I Mendialdua, B Sierra, E Lazkano, I Irigoien, E Jauregi | | |
Basilio Sierra AraujoFull Professor at the Computer Sciences and Artificial Intelligen Department, University of theDirección de correo verificada de ehu.eus
