Iris Dominguez-Catena

According to our database, Iris Dominguez-Catena authored at least 6 papers between 2020 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

DSAP: Analyzing Bias Through Demographic Comparison of Datasets.

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

CoRR, 2023

Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition.

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

CoRR, 2023

2022

Gender Stereotyping Impact in Facial Expression Recognition.

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2022

Assessing Demographic Bias Transfer from Dataset to Model: A Case Study in Facial Expression Recognition.

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

Proceedings of the Workshop on Artificial Intelligence Safety 2022 (AISafety 2022) co-located with the Thirty-First International Joint Conference on Artificial Intelligence and the Twenty-Fifth European Conference on Artificial Intelligence (IJCAI-ECAI-2022), 2022

2020

Unsupervised Fuzzy Measure Learning for Classifier Ensembles From Coalitions Performance.

Mikel Uriz, Daniel Paternain, Iris Dominguez-Catena, Humberto Bustince, Mikel Galar

IEEE Access, 2020

Additional Feature Layers from Ordered Aggregations for Deep Neural Networks.

Iris Dominguez-Catena, Daniel Paternain, Mikel Galar

Proceedings of the 29th IEEE International Conference on Fuzzy Systems, 2020