David Luengo

Universidad Politécnica de Madrid — Spain

Computer Science · Physical Sciences

25h-index2.6kcitations147works1.62yr avg
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Research Topics

Bayesian Methods and Mixture Models(38), Markov Chains and Monte Carlo Methods(30), Blind Source Separation Techniques(29), ECG Monitoring and Analysis(21), Gaussian Processes and Bayesian Inference(21)

Publications147 total

FDP-TF: A fast two-pass trend filtering for ECG delineation
Computers in Biology and Medicine·2025
Jensen–Tsallis divergence for supervised classification under data imbalance
Machine Learning·2025· 1 citedOpen Access
ECG-Based Biometric Recognition: A Survey of Methods and Databases
Sensors·2025· 4 citedOpen Access
Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification
arXiv (Cornell University)·2024Open Access
Sub-SpaCE: Subsequence-Based Sparse Counterfactual Explanations for Time Series Classification Problems
Communications in computer and information science·2024· 3 cited
Sub-SpaCE: Subsequence-based Sparse Counterfactual Explanations for Time Series Classification Problems
Research Square (Research Square)·2023· 1 citedOpen Access
Adaptive Trend Filtering for ECG Denoising and Delineation
IEEE Journal of Biomedical and Health Informatics·2023· 3 cited
Efficient Clustering-Based electrocardiographic biometric identification
Expert Systems with Applications·2023· 19 citedOpen Access
Intracardiac ECG pulse localization using overlapping block sparse reconstruction
Biomedical Signal Processing and Control·2022· 3 citedOpen Access
An efficient clustering-based non-fiducial approach for ECG biometric recognition
2022 30th European Signal Processing Conference (EUSIPCO)·2022· 4 cited
Improving Quality of Life Through Engineering Education. A Case Study
2022· 3 cited
Foot Insole Pressure Distribution during the Golf Swing in Professionals and Amateur Players
Applied Sciences·2021· 8 citedOpen Access
A Novel Scheme of Multicarrier Modulation With the Discrete Cosine Transform
IEEE Transactions on Wireless Communications·2021· 6 cited
Efficient Iteratively Reweighted LASSO Algorithm for Cross-Products Penalized Sparse Solutions
2020· 5 citedOpen Access
Improvement of the accuracy of nonlinear rotordynamic models by means of the use of non-white fluid-induced signal noise
Mechanical Systems and Signal Processing·2020· 3 cited
Overcomplete Multi-scale Dictionaries for Efficient Representation of ECG Signals
Lecture notes in computer science·2020
Fast proximal optimization for sparse reconstruction with dictionaries based on translated waveforms
Signal Processing·2019· 3 cited
On the Feasibility of SISO /MIMO-PLC based on the Discrete Cosine Transform Type-III even
2019· 4 cited
Fiducial ECG-Based Biometry: Comparison of Classifiers and Dimensionality Reduction Methods
2019· 5 cited
A Clustering Approach to Construct Multi-scale Overcomplete Dictionaries for ECG Modeling
2019· 2 cited
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Frequent Co-authors

Luca Martino(31), V́ıctor Elvira(19), Jukka Corander(10), Mónica F. Bugallo(9), Antonio Artés-Rodrı́guez(7), Ignacio Santamarı́a(7), Jesse Read(5), Tom Trigano(5), Joaquı́n Mı́guez(4), C. Pantaleón(4), Luis Vielva(4), Mauricio A. Álvarez(3), Neil D. Lawrence(3), Sandra Monzón(3), David Meltzer(2), Javier Vía(2), Petar M. Djurić(1), Michalis K. Titsias(1), Gustau Camps‐Valls(1), Daniel Heestermans Svendsen(1)