Less can be more: representational vs. stereotypical gender bias in facial expression recognition I Dominguez-Catena, D Paternain, A Jurio, M Galar arXiv preprint arXiv:2406.17405, 2024 | | 2024 |
Guidelines to Compare Semantic Segmentation Maps at Different Resolutions C Ayala, C Aranda, M Galar IEEE Transactions on Geoscience and Remote Sensing, 2024 | | 2024 |
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition I Dominguez-Catena, D Paternain, M Galar IEEE Transactions on Pattern Analysis and Machine Intelligence, 2024 | 7 | 2024 |
DSAP: Analyzing Bias Through Demographic Comparison of Datasets I Dominguez-Catena, D Paternain, M Galar arXiv preprint arXiv:2312.14626, 2023 | 1 | 2023 |
Large-Scale Data Analytics with Python and Spark: A Hands-on Guide to Implementing Machine Learning Solutions I Triguero, M Galar Cambridge University Press, 2023 | 2 | 2023 |
Diffusion models for remote sensing imagery semantic segmentation C Ayala, R Sesma, C Aranda, M Galar IGARSS 2023-2023 IEEE International Geoscience and Remote Sensing Symposium …, 2023 | 4 | 2023 |
Temporal analysis of distribution shifts in malware classification for digital forensics F Zola, JL Bruse, M Galar 2023 IEEE European Symposium on Security and Privacy Workshops (EuroS&PW …, 2023 | 5 | 2023 |
A supervised fuzzy measure learning algorithm for combining classifiers M Uriz, D Paternain, H Bustince, M Galar Information Sciences 622, 490-511, 2023 | 7 | 2023 |
Enhancing the quality of amplitude patterns using time-multiplexed virtual acoustic fields S Elizondo Martínez, ÍF Ezcurdia Aguirre, J Goñi Carnicero, ... Applied Physics Letters 123 (15), 154102 (2023), 2023 | | 2023 |
A supervised fuzzy measure learning algorithm for combining classifiers MX Uriz Martín, D Paternain Dallo, H Bustince Sola, M Galar Idoate Information Sciences, 622 (2023) 490-511, 2023 | | 2023 |
Multimodal parameter-efficient few-shot class incremental learning M D'Alessandro, A Alonso, E Calabrés, M Galar Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023 | 6 | 2023 |
Attacking Bitcoin anonymity: generative adversarial networks for improving Bitcoin entity classification F Zola, L Segurola-Gil, JL Bruse, M Galar, R Orduna-Urrutia Applied Intelligence 52 (15), 17289-17314, 2022 | 6 | 2022 |
Verification system based on long-range iris and Graph Siamese Neural Networks F Zola, JA Fernandez-Carrasco, JL Bruse, M Galar, Z Geradts Proceedings of the 2022 European Symposium on Software Engineering, 80-88, 2022 | | 2022 |
Gender stereotyping impact in facial expression recognition I Dominguez-Catena, D Paternain, M Galar Joint European Conference on Machine Learning and Knowledge Discovery in …, 2022 | 8 | 2022 |
Discrete IV dG-Choquet integrals with respect to admissible orders Z Takáč, M Uriz, M Galar, D Paternain, H Bustince Fuzzy Sets and Systems 441, 169-195, 2022 | 7 | 2022 |
Pushing the limits of sentinel-2 for building footprint extraction C Ayala, C Aranda, M Galar IGARSS 2022-2022 IEEE International Geoscience and Remote Sensing Symposium …, 2022 | 4 | 2022 |
A Deep Learning Approach to Ancient Maya Architectures Detection Using Aerial Laser Scanning Data C Ayala, C Aranda, M Galar Publishers Jožef Stefan Institute, Jamova cesta 39, 1000 Ljubljana, Slovenia, 21, 2022 | 1 | 2022 |
Multi-Temporal Data Augmentation for High Frequency Satellite Imagery: A Case Study in Sentinel-1 and Sentinel-2 Building and Road Segmentation C Ayala, C Aranda, M Galar The International Archives of the Photogrammetry, Remote Sensing and Spatial …, 2022 | 2 | 2022 |
Assessing demographic bias transfer from dataset to model: A case study in facial expression recognition I Dominguez-Catena, D Paternain, M Galar arXiv preprint arXiv:2205.10049, 2022 | 8 | 2022 |
Network traffic analysis through node behaviour classification: a graph-based approach with temporal dissection and data-level preprocessing F Zola, L Segurola-Gil, JL Bruse, M Galar, R Orduna-Urrutia Computers & Security 115, 102632, 2022 | 30 | 2022 |