Iris Dominguez-Catena

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Person Independent

Expression Recognition

Facial Image Analysis

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

PKDD/ECML Workshops (1)

Publications

Iris Dominguez-Catena, Daniel Paternain, Aranzazu Jurio, Mikel Galar
Less can be more: representational vs. stereotypical gender bias in facial expression recognition. CoRR (2024)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition. IEEE Trans. Pattern Anal. Mach. Intell. 46 (8) (2024)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
DSAP: Analyzing Bias Through Demographic Comparison of Datasets. CoRR (2023)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition. CoRR (2023)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Gender Stereotyping Impact in Facial Expression Recognition. CoRR (2022)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition. CoRR (2022)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition. AISafety@IJCAI (2022)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Gender Stereotyping Impact in Facial Expression Recognition. PKDD/ECML Workshops (1) (2022)
Mikel Uriz, Daniel Paternain, Iris Dominguez-Catena, Humberto Bustince, Mikel Galar
Unsupervised Fuzzy Measure Learning for Classifier Ensembles From Coalitions Performance. IEEE Access 8 (2020)
Iris Dominguez-Catena, Daniel Paternain, Mikel Galar
Additional Feature Layers from Ordered Aggregations for Deep Neural Networks. FUZZ-IEEE (2020)