Mercedes Torres Torres

25 papers A 1B 4C 1Journal 13Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
An overview of high-resource automatic speech recognition methods and their empirical evaluation in low-resource environments.
Speech Commun.
Kavan Fatehi, Mercedes Torres Torres, Ayse Küçükyilmaz
2025 J jnl
Human strategies for correcting 'human-robot' errors during a laundry sorting task.
CoRR
Pepita Barnard, Maria J. Galvez Trigo, Dominic Price, Sue Cobb, Gisela Reyes-Cruz, Gustavo Berumen, David Branson III, Mojtaba A. Khanesar, Mercedes Torres Torres, Michel F. Valstar
2023 J jnl
Facial identity protection using deep learning technologies: an application in affective computing.
AI Ethics
Jimiama M. M. Mase, Natalie Leesakul, Grazziela P. Figueredo, Mercedes Torres Torres
2022 J jnl
Contextual Intelligent Decisions: Expert Moderation of Machine Outputs for Fair Assessment of Commercial Driving.
CoRR
Jimiama Mafeni Mase, Direnc Pekaslan, Utkarsh Agrawal, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo
2022 — conf
EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python.
LOD (2)
Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo
2022 J jnl
EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python.
CoRR
Aayush Kumar, Jimiama Mafeni Mase, Divish Rengasamy, Benjamin Rothwell, Mercedes Torres Torres, David A. Winkler, Grazziela P. Figueredo
2022 J jnl
Feature importance in machine learning models: A fuzzy information fusion approach.
Neurocomputing
Divish Rengasamy, Jimiama Mafeni Mase, Aayush Kumar, Benjamin Rothwell, Mercedes Torres Torres, Morgan R. Alexander, David A. Winkler, Grazziela P. Figueredo
2022 A conf
ScoutWav: Two-Step Fine-Tuning on Self-Supervised Automatic Speech Recognition for Low-Resource Environments.
INTERSPEECH
Kavan Fatehi, Mercedes Torres Torres, Ayse Küçükyilmaz
2021 B conf
Few-Shot Learning for Postnatal Gestational Age Estimation.
IJCNN
Stepan Romanov, Heda Song, Michel F. Valstar, Don Sharkey, Caz Henry, Isaac Triguero, Mercedes Torres Torres
2021 J jnl
L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout.
Neurocomputing
Heda Song, Mercedes Torres Torres, Ender Özcan, Isaac Triguero
2021 J jnl
Mechanistic Interpretation of Machine Learning Inference: A Fuzzy Feature Importance Fusion Approach.
CoRR
Divish Rengasamy, Jimiama Mafeni Mase, Mercedes Torres Torres, Benjamin Rothwell, David A. Winkler, Grazziela P. Figueredo
2021 — conf
Privacy-Preserving Text Labelling Through Crowdsourcing.
AIAI (Workshops)
Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek McAuley
2021 J jnl
Text data augmentations: Permutation, antonyms and negation.
Expert Syst. Appl.
Giannis Haralabopoulos, Mercedes Torres Torres, Ioannis Anagnostopoulos, Derek McAuley
2021 J jnl
Towards Privacy-Preserving Affect Recognition: A Two-Level Deep Learning Architecture.
CoRR
Jimiama Mafeni Mase, Natalie Leesakul, Fan Yang, Grazziela P. Figueredo, Mercedes Torres Torres
2020 — conf
A Hybrid Deep Learning Approach for Driver Distraction Detection.
ICTC
Jimiama Mafeni Mase, Peter Chapman, Grazziela P. Figueredo, Mercedes Torres Torres
2020 C conf
Automatic Detection of Gait Asymmetry.
DATA
Maciej Cwierlikowski, Mercedes Torres Torres
2020 — conf
Benchmarking Deep Learning Models for Driver Distraction Detection.
LOD (2)
Jimiama Mafeni Mase, Peter Chapman, Grazziela P. Figueredo, Mercedes Torres Torres
2020 — conf
Capturing Uncertainty in Heavy Goods Vehicles Driving Behaviour.
ITSC
Jimiama Mafeni Mase, Utkarsh Agrawal, Direnc Pekaslan, Mohammad Mesgarpour, Peter Chapman, Mercedes Torres Torres, Grazziela P. Figueredo
2020 J jnl
Galaxy Image Classification Based on Citizen Science Data: A Comparative Study.
IEEE Access
Manuel Jiménez, Mercedes Torres Torres, Robert I. John, Isaac Triguero
2020 — conf
Objective Assessment of Subjective Tasks in Crowdsourcing Applications.
CLLRD@LREC
Giannis Haralabopoulos, Myron Tsikandilakis, Mercedes Torres Torres, Derek McAuley
2020 B conf
Sepsis Deterioration Prediction Using Channelled Long Short-Term Memory Networks.
AIME
Peter Svenson, Giannis Haralabopoulos, Mercedes Torres Torres
2019 B conf
A Preliminary Approach for the Exploitation of Citizen Science Data for Fast and Robust Fuzzy k-Nearest Neighbour Classification.
FUZZ-IEEE
Manuel Jiménez, Mercedes Torres Torres, Robert I. John, Isaac Triguero
2019 B conf
Automatic Neonatal Pain Estimation: An Acute Pain in Neonates Database.
ACII
Joy Egede, Michel F. Valstar, Mercedes Torres Torres, Don Sharkey
2019 J jnl
L2AE-D: Learning to Aggregate Embeddings for Few-shot Learning with Meta-level Dropout.
CoRR
Heda Song, Mercedes Torres Torres, Ender Özcan, Isaac Triguero
2019 J jnl
Postnatal gestational age estimation of newborns using Small Sample Deep Learning.
Image Vis. Comput.
Mercedes Torres Torres, Michel F. Valstar, Caroline Henry, Carole Ward, Don Sharkey