Iris Dominguez-Catena

15 papers B 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
Biased Heritage: How Datasets Shape Models in Facial Expression Recognition.
CoRR
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar, MaryBeth Defrance, Maarten Buyl, Tijl De Bie
2025 J jnl
DSAP: Analyzing bias through demographic comparison of datasets.
Inf. Fusion
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2025 — conf
Facial Demography Analysis of the LAION Dataset.
EWAF
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2025 J jnl
Less can be more: representational vs. stereotypical gender bias in facial expression recognition.
Prog. Artif. Intell.
Iris Dominguez-Catena, Daniel Paternain, Aranzazu Jurio, Mikel Galar
2024 J jnl
Large Language Models Reflect the Ideology of their Creators.
CoRR
Maarten Buyl, Alexander Rogiers, Sander Noels, Iris Dominguez-Catena, Edith Heiter, Raphaël Romero, Iman Johary, Alexandru Cristian Mara, Jefrey Lijffijt, Tijl De Bie
2024 J jnl
Less can be more: representational vs. stereotypical gender bias in facial expression recognition.
CoRR
Iris Dominguez-Catena, Daniel Paternain, Aranzazu Jurio, Mikel Galar
2024 J jnl
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition.
IEEE Trans. Pattern Anal. Mach. Intell.
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2023 J jnl
DSAP: Analyzing Bias Through Demographic Comparison of Datasets.
CoRR
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2023 J jnl
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition.
CoRR
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2022 — conf
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition.
AISafety@IJCAI
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2022 J jnl
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition.
CoRR
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2022 — conf
Gender Stereotyping Impact in Facial Expression Recognition.
PKDD/ECML Workshops (1)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2022 J jnl
Gender Stereotyping Impact in Facial Expression Recognition.
CoRR
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2020 B conf
Additional Feature Layers from Ordered Aggregations for Deep Neural Networks.
FUZZ-IEEE
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
2020 J jnl
Unsupervised Fuzzy Measure Learning for Classifier Ensembles From Coalitions Performance.
IEEE Access
Mikel Uriz, Daniel Paternain, Iris Dominguez-Catena, Humberto Bustince, Mikel Galar