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Articles by Tomas Teijeiro

Cough-E: A multimodal, privacy-preserving cough detection algorithm for the edge
31 October 2024 by Stefano Albini and others
Audio and Speech Processing, Signal Processing
How to Count Coughs: An Event-Based Framework for Evaluating Automatic Cough Detection Algorithm Performance
3 June 2024 by Lara Orlandic and others
Machine Learning
Acoustical Features as Knee Health Biomarkers: A Critical Analysis
23 May 2024 by Christodoulos Kechris and others
Signal Processing, Sound
Machine Learning Discovery of Optimal Quadrature Rules for Isogeometric Analysis
4 April 2023 by Tomas Teijeiro and others
Numerical Analysis, Machine Learning
Combining General and Personalized Models for Epilepsy Detection with Hyperdimensional Computing
26 March 2023 by Una Pale and others
Neural and Evolutionary Computing, Machine Learning
Importance of methodological choices in data manipulation for validating epileptic seizure detection models
21 February 2023 by Una Pale and others
Machine Learning
A Semi-Supervised Algorithm for Improving the Consistency of Crowdsourced Datasets: The COVID-19 Case Study on Respiratory Disorder Classification
9 September 2022 by Lara Orlandic and others
Sound, Artificial Intelligence
Automated machine learning for borehole resistivity measurements
20 July 2022 by Mana Shahriari and others
Machine Learning, Artificial Intelligence
Many-to-One Knowledge Distillation of Real-Time Epileptic Seizure Detection for Low-Power Wearable Internet of Things Systems
20 July 2022 by Saleh Baghersalimi and others
Signal Processing, Artificial Intelligence
Event-based sampled ECG morphology reconstruction through self-similarity
5 July 2022 by Silvio Zanoli and others
Signal Processing
Hyperdimensional computing encoding for feature selection on the use case of epileptic seizure detection
16 May 2022 by Una Pale and others
Neural and Evolutionary Computing, Machine Learning
Exploration of Hyperdimensional Computing Strategies for Enhanced Learning on Epileptic Seizure Detection
24 January 2022 by Una Pale and others
Neural and Evolutionary Computing, Machine Learning
Adaptive R-Peak Detection on Wearable ECG Sensors for High-Intensity Exercise
8 December 2021 by Elisabetta Giovanni and others
Signal Processing, Machine Learning
Multi-Centroid Hyperdimensional Computing Approach for Epileptic Seizure Detection
16 November 2021 by Una Pale and others
Machine Learning, Neural and Evolutionary Computing
Systematic Assessment of Hyperdimensional Computing for Epileptic Seizure Detection
3 May 2021 by Una Pale and others
Signal Processing, Machine Learning
Interpreting Deep Learning Models for Epileptic Seizure Detection on EEG signals
22 December 2020 by Valentin Gabeff and others
Machine Learning, Artificial Intelligence
The COUGHVID crowdsourcing dataset: A corpus for the study of large-scale cough analysis algorithms
24 September 2020 by Lara Orlandic and others
Sound, Audio and Speech Processing
Construe: a software solution for the explanation-based interpretation of time series
17 March 2020 by Tomas Teijeiro and Paulo Felix
Artificial Intelligence, Computer Vision and Pattern Recognition