Mercedes Torres Torres

According to our database, Mercedes Torres Torres authored at least 21 papers between 2019 and 2023.

Collaborative distances:

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

2023

Facial identity protection using deep learning technologies: an application in affective computing.

Jimiama M. M. Mase, Natalie Leesakul, Grazziela P. Figueredo, Mercedes Torres Torres

AI Ethics, 2023

2022

Feature importance in machine learning models: A fuzzy information fusion approach.

Divish Rengasamy, Jimiama Mafeni Mase, Aayush Kumar, Benjamin Rothwell, Mercedes Torres Torres, Morgan R. Alexander, David A. Winkler, Grazziela P. Figueredo

Neurocomputing, 2022

Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving.

Jimiama Mafeni Mase, Direnc Pekaslan, Utkarsh Agrawal, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo

CoRR, 2022

EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python.

Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo

Proceedings of the Machine Learning, Optimization, and Data Science, 2022

ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments.

Kavan Fatehi, Mercedes Torres Torres, Ayse Küçükyilmaz

Proceedings of the Interspeech 2022, 2022

2021

L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout.

Heda Song, Mercedes Torres Torres, Ender Özcan, Isaac Triguero

Neurocomputing, 2021

Text data augmentations: Permutation, antonyms and negation.

Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek McAuley

Expert Syst. Appl., 2021

Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture.

Jimiama Mafeni Mase, Natalie Leesakul, Fan Yang, Grazziela P. Figueredo, Mercedes Torres Torres

CoRR, 2021

Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach.

Divish Rengasamy, Jimiama Mafeni Mase, Mercedes Torres Torres, Benjamin Rothwell, David A. Winkler, Grazziela P. Figueredo

CoRR, 2021

Few-Shot Learning for Postnatal Gestational Age Estimation.

Stepan Romanov, Heda Song, Michel F. Valstar, Don Sharkey, Caz Henry, Isaac Triguero, Mercedes Torres Torres

Proceedings of the International Joint Conference on Neural Networks, 2021

Privacy-Preserving Text Labelling Through Crowdsourcing.

Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek McAuley

Proceedings of the Artificial Intelligence Applications and Innovations. AIAI 2021 IFIP WG 12.5 International Workshops, 2021

2020

Galaxy Image Classification Based on Citizen Science Data: A Comparative Study.

Manuel Jiménez, Mercedes Torres Torres, Robert I. John, Isaac Triguero

IEEE Access, 2020

Benchmarking Deep Learning Models for Driver Distraction Detection.

Jimiama Mafeni Mase, Peter Chapman, Grazziela P. Figueredo, Mercedes Torres Torres

Proceedings of the Machine Learning, Optimization, and Data Science, 2020

Objective Assessment of Subjective Tasks in Crowdsourcing Applications.

Giannis Haralabopoulos, Myron Tsikandilakis, Mercedes Torres Torres, Derek McAuley

Proceedings of the LREC 2020 Workshop on Citizen Linguistics in Language Resource Development, 2020

Capturing Uncertainty in Heavy Goods Vehicles Driving Behaviour.

Jimiama Mafeni Mase, Utkarsh Agrawal, Direnc Pekaslan, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo

Proceedings of the 23rd IEEE International Conference on Intelligent Transportation Systems, 2020

A Hybrid Deep Learning Approach for Driver Distraction Detection.

Jimiama Mafeni Mase, Peter Chapman, Grazziela P. Figueredo, Mercedes Torres Torres

Proceedings of the International Conference on Information and Communication Technology Convergence, 2020

Automatic Detection of Gait Asymmetry.

Maciej Cwierlikowski, Mercedes Torres Torres

Proceedings of the 9th International Conference on Data Science, 2020

Sepsis Deterioration Prediction Using Channelled Long Short-Term Memory Networks.

Peter Svenson, Giannis Haralabopoulos, Mercedes Torres Torres

Proceedings of the Artificial Intelligence in Medicine, 2020

2019

Postnatal gestational age estimation of newborns using Small Sample Deep Learning.

Mercedes Torres Torres, Michel F. Valstar, Caroline Henry, Carole Ward, Don Sharkey

Image Vis. Comput., 2019

A Preliminary Approach for the Exploitation of Citizen Science Data for Fast and Robust Fuzzy k-Nearest Neighbour Classification.

Manuel Jiménez, Mercedes Torres Torres, Robert I. John, Isaac Triguero

Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019

Automatic Neonatal Pain Estimation: An Acute Pain in Neonates Database.

Joy Egede, Michel F. Valstar, Mercedes Torres Torres, Don Sharkey

Proceedings of the 8th International Conference on Affective Computing and Intelligent Interaction, 2019