Sónia Teixeira

According to our database, Sónia Teixeira authored at least 8 papers between 2020 and 2025.

Collaborative distances:

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

2025

Unveiling Fairness and Performance of Causal Discovery.

Sónia Teixeira, Ana Rita Nogueira, João Gama

Proceedings of the 12th IEEE International Conference on Data Science and Advanced Analytics, 2025

2023

Fairness Analysis in Causal Models: An Application to Public Procurement.

Sónia Teixeira, Ana Rita Nogueira, João Gama

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2023

2022

Humans Versus Machines: The Perspective of Two Different Approaches in Classification for Ethical Design.

Sónia Teixeira, José Rodrigues, Bruno Veloso, João Gama

ERCIM News, 2022

Ethical and Technological AI Risks Classification: A Human Vs Machine Approach.

Sónia Teixeira, Bruno Veloso, José Coelho Rodrigues, João Gama

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

An Exploratory Diagnosis of Artificial Intelligence Risks for a Responsible Governance.

Sónia Teixeira, José Rodrigues, Bruno Veloso, João Gama

Proceedings of the 15th International Conference on Theory and Practice of Electronic Governance, 2022

2021

Hyper-parameter Optimization for Latent Spaces.

Bruno Veloso, Luciano Caroprese, Matthias König, Sónia Teixeira, Giuseppe Manco, Holger H. Hoos, João Gama

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2021

Improving Smart Waste Collection Using AutoML.

Sónia Teixeira, Guilherme Londres, Bruno Veloso, Rita P. Ribeiro, João Gama

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2021

2020

Trustability in Algorithmic Systems Based on Artificial Intelligence in the Public and Private Sectors.

Sónia Teixeira, João Gama, Pedro Amorim, Gonçalo Figueira

ERCIM News, 2020