David Luengo - RankMe

97 papers A 3B 1C 1Misc 16Journal 43Unranked 32

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	FDP-TF: A fast two-pass trend filtering for ECG delineation. Comput. Biol. Medicine Tom Trigano, Yann Sepulcre, Matan Masika, Asher Perez, David Luengo
2025	J	`jnl`	Jensen-Tsallis divergence for supervised classification under data imbalance. Mach. Learn. Antonio Squicciarini, Tom Trigano, David Luengo
2025	J	`jnl`	Multi-SpaCE: Multi-Objective Subsequence-based Sparse Counterfactual Explanations for Multivariate Time Series Classification. CoRR Mario Refoyo, David Luengo
2025	A	`ed.`	Proceedings of the 13th International Conference on Information Control Systems & Technologies (ICST 2025), Odesa, Ukraine, September 24-26, 2025. ICST David Luengo, Yuriy P. Kondratenko, Vladimir Vychuzhanin, Hang Yin, Nickolay Rudnichenko
2024	—	`conf`	Sub-SpaCE: Subsequence-Based Sparse Counterfactual Explanations for Time Series Classification Problems. xAI (3) Mario Refoyo, David Luengo
2023	J	`jnl`	Adaptive Trend Filtering for ECG Denoising and Delineation. IEEE J. Biomed. Health Informatics Tom Trigano, Shlomi Talala, David Luengo
2023	J	`jnl`	Efficient Clustering-Based electrocardiographic biometric identification. Expert Syst. Appl. David Meltzer, David Luengo
2023	J	`jnl`	Intracardiac ECG pulse localization using overlapping block sparse reconstruction. Biomed. Signal Process. Control. Tom Trigano, David Luengo
2022	—	`conf`	An efficient clustering-based non-fiducial approach for ECG biometric recognition. EUSIPCO David Meltzer, David Luengo
2022	J	`jnl`	Integrating Domain Knowledge in Data-Driven Earth Observation With Process Convolutions. IEEE Trans. Geosci. Remote. Sens. Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí, David Luengo, Luca Martino, Gustau Camps-Valls
2021	J	`jnl`	A Novel Scheme of Multicarrier Modulation With the Discrete Cosine Transform. IEEE Trans. Wirel. Commun. María Elena Domínguez Jiménez, David Luengo, Gabriela Sansigre Vidal, Fernando Cruz-Roldán
2021	J	`jnl`	A Survey of Monte Carlo Methods for Parameter Estimation. CoRR David Luengo, Luca Martino, Mónica F. Bugallo, Victor Elvira, Simo Särkkä
2021	J	`jnl`	Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions. CoRR Daniel Heestermans Svendsen, Maria Piles, Jordi Muñoz-Marí, David Luengo, Luca Martino, Gustau Camps-Valls
2020	J	`jnl`	A survey of Monte Carlo methods for parameter estimation. EURASIP J. Adv. Signal Process. David Luengo, Luca Martino, Mónica F. Bugallo, Víctor Elvira, Simo Särkkä
2020	—	`conf`	Efficient Iteratively Reweighted LASSO Algorithm for Cross-Products Penalized Sparse Solutions. EUSIPCO David Luengo, Javier Vía, Tom Trigano
2020	J	`jnl`	Fast proximal optimization for sparse reconstruction with dictionaries based on translated waveforms. Signal Process. Tom Trigano, Shira Vaknin, David Luengo
2019	Misc	`conf`	A Clustering Approach to Construct Multi-scale Overcomplete Dictionaries for ECG Modeling. ICASSP David Meltzer, David Luengo
2019	J	`jnl`	Extremely efficient acceptance-rejection method for simulating uncorrelated Nakagami fading channels. Commun. Stat. Simul. Comput. Luca Martino, David Luengo
2019	—	`conf`	Fiducial ECG-Based Biometry: Comparison of Classifiers and Dimensionality Reduction Methods. TSP David Meltzer, David Luengo
2019	J	`jnl`	Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms. IEEE J. Biomed. Health Informatics David Luengo, Gonzalo R. Ríos-Muñoz, Victor Elvira, Carlos Sánchez, Antonio Artés-Rodríguez
2019	—	`conf`	On the Feasibility of SISO /MIMO-PLC based on the Discrete Cosine Transform Type-III even. TSP María Elena Domínguez Jiménez, Gabriela Sansigre Vidal, David Oses, David Luengo
2019	—	`conf`	Overcomplete Multi-scale Dictionaries for Efficient Representation of ECG Signals. EUROCAST (2) David Meltzer, David Luengo, Tom Trigano
2019	—	`ed.`	Proceedings of the Second International Workshop on Computer Modeling and Intelligent Systems (CMIS-2019), Zaporizhzhia, Ukraine, April 15-19, 2019. CMIS David Luengo, Sergey Subbotin, Peter Arras, Yevgeniy V. Bodyanskiy, Karsten Henke, Ivan Izonin, Vitaly G. Levashenko, Volodymyr Lytvynenko, Anzhelika Parkhomenko, Andreas Pester, Natalya Shakhovska, Alexei Sharpanskykh, Galyna Tabunshchyk, Carsten Wolff, Heinz-Dietrich Wuttke, Elena Zaitseva
2018	J	`jnl`	Adaptive independent sticky MCMC algorithms. EURASIP J. Adv. Signal Process. Luca Martino, Roberto Casarin, Fabrizio Leisen, David Luengo
2018	—	`conf`	Channel Estimation Based on the Discrete Cosine Transform Type-III Even. EUSIPCO María Elena Domínguez Jiménez, David Luengo, Gabriela Sansigre Vidal
2018	—	`conf`	Channel Estimation Using Type-III Even Discrete Cosine Transform in Multicarrier Communications. SSP Elena Domínguez Jiménez, David Luengo, Fernando Cruz-Roldán
2018	J	`jnl`	Efficient linear fusion of partial estimators. Digit. Signal Process. David Luengo, Luca Martino, Víctor Elvira, Mónica F. Bugallo
2018	J	`jnl`	Feature Extraction of Galvanic Skin Responses by Nonnegative Sparse Deconvolution. IEEE J. Biomed. Health Informatics Francisco Hernando-Gallego, David Luengo, Antonio Artés-Rodríguez
2018	J	`jnl`	Physics-aware Gaussian processes in remote sensing. Appl. Soft Comput. Gustau Camps-Valls, Luca Martino, Daniel H. Svendsen, Manuel Campos-Taberner, Jordi Muñoz-Marí, Valero Laparra, David Luengo, Francisco Javier García-Haro
2018	—	`conf`	Signal Reconstruction in Multicarrier Comunications by Means of the Discrete Cosine Transform Type-III Even. TSP María Elena Domínguez Jiménez, Gabriela Sansigre Vidal, David Luengo
2018	—	`conf`	Sparse ECG Representation with a Multi-Scale Dictionary Derived from Real-World Signals. TSP David Luengo, David Meltzer, Tom Trigano
2017	—	`conf`	A novel channel estimation scheme for multicarrier communications with the Type-I even discrete cosine transform. EUSIPCO María Elena Domínguez Jiménez, David Luengo, Gabriela Sansigre Vidal, Fernando Cruz-Roldán
2017	J	`jnl`	Adaptive Importance Sampling: The past, the present, and the future. IEEE Signal Process. Mag. Mónica F. Bugallo, Victor Elvira, Luca Martino, David Luengo, Joaquín Míguez, Petar M. Djuric
2017	—	`conf`	Anti-tempered layered adaptive importance sampling. DSP Luca Martino, Victor Elvira, David Luengo
2017	—	`conf`	Compact framework for reproducible analysis of finite wordlength effects in linear digital networks. EUSIPCO David Luengo, David Oses, Fernando Cruz-Roldán
2017	J	`jnl`	Cosa: An accelerated ISTA algorithm for dictionaries based on translated waveforms. Signal Process. Tom Trigano, Igor Shevtsov, David Luengo
2017	J	`jnl`	Improving population Monte Carlo: Alternative weighting and resampling schemes. Signal Process. Víctor Elvira, Luca Martino, David Luengo, Mónica F. Bugallo
2017	J	`jnl`	Layered adaptive importance sampling. Stat. Comput. Luca Martino, Victor Elvira, David Luengo, Jukka Corander
2017	—	`conf`	Physics-Aware Gaussian Processes for Earth Observation. SCIA (2) Gustau Camps-Valls, Daniel H. Svendsen, Luca Martino, Jordi Muñoz-Marí, Valero Laparra, Manuel Campos-Taberner, David Luengo
2017	—	`conf`	Population Monte Carlo schemes with reduced path degeneracy. CAMSAP Victor Elvira, Luca Martino, David Luengo, Mónica F. Bugallo
2016	Misc	`conf`	A hierarchical algorithm for causality discovery among atrial fibrillation electrograms. ICASSP David Luengo, Gonzalo R. Ríos-Muñoz, Victor Elvira, Antonio Artés-Rodríguez
2016	—	`conf`	Adaptive population importance samplers: A general perspective. SAM Luca Martino, Victor Elvira, David Luengo, Francisco Louzada
2016	J	`jnl`	DCT-based channel estimation for single- and multicarrier communications. Signal Process. Fernando Cruz-Roldán, María Elena Domínguez Jiménez, Gabriela Sansigre Vidal, David Luengo, Marc Moonen
2016	J	`jnl`	Heretical Multiple Importance Sampling. IEEE Signal Process. Lett. Victor Elvira, Luca Martino, David Luengo, Mónica F. Bugallo
2016	—	`conf`	Latent Variable Analysis of Causal Interactions in Atrial Fibrillation Electrograms. CinC David Luengo, Victor Elvira
2016	—	`conf`	Latent force models for earth observation time series prediction. MLSP David Luengo, Manuel Campos-Taberner, Gustau Camps-Valls
2016	—	`conf`	Multiple importance sampling with overlapping sets of proposals. SSP Victor Elvira, Luca Martino, David Luengo, Mónica F. Bugallo
2016	J	`jnl`	Orthogonal parallel MCMC methods for sampling and optimization. Digit. Signal Process. Luca Martino, Víctor Elvira, David Luengo, Jukka Corander, Francisco Louzada
2016	Misc	`conf`	Parallel metropolis chains with cooperative adaptation. ICASSP Luca Martino, Victor Elvira, David Luengo, Francisco Louzada
2016	—	`conf`	Sticky proposal densities for adaptive MCMC methods. SSP Luca Martino, Roberto Casarin, David Luengo
2015	J	`jnl`	A fast universal self-tuned sampler within Gibbs sampling. Digit. Signal Process. Luca Martino, H. Yang, David Luengo, Juho Kanniainen, Jukka Corander
2015	Misc	`conf`	A gradient adaptive population importance sampler. ICASSP Víctor Elvira, Luca Martino, David Luengo, Jukka Corander
2015	J	`jnl`	An Adaptive Population Importance Sampler: Learning From Uncertainty. IEEE Trans. Signal Process. Luca Martino, Victor Elvira, David Luengo, Jukka Corander
2015	—	`conf`	Bias correction for distributed Bayesian estimators. CAMSAP David Luengo, Luca Martino, Victor Elvira, Mónica F. Bugallo
2015	J	`jnl`	Blind analysis of atrial fibrillation electrograms: A sparsity-aware formulation. Integr. Comput. Aided Eng. David Luengo, Sandra Monzón, Tom Trigano, Javier Vía, Antonio Artés-Rodríguez
2015	—	`conf`	Causality Analysis of Atrial Fibrillation Electrograms. CinC David Luengo, Gonzalo R. Ríos-Muñoz, Víctor Elvira
2015	J	`jnl`	Efficient Multiple Importance Sampling Estimators. IEEE Signal Process. Lett. Victor Elvira, Luca Martino, David Luengo, Mónica F. Bugallo
2015	Misc	`conf`	Efficient linear combination of partial Monte Carlo estimators. ICASSP David Luengo, Luca Martino, Víctor Elvira, Mónica F. Bugallo
2015	J	`jnl`	Independent Doubly Adaptive Rejection Metropolis Sampling Within Gibbs Sampling. IEEE Trans. Signal Process. Luca Martino, Jesse Read, David Luengo
2015	J	`jnl`	Layered Adaptive Importance Sampling. CoRR Luca Martino, Victor Elvira, David Luengo, Jukka Corander
2015	Misc	`conf`	On sample generation and weight calculation in multiple importance sampling. ACSSC Victor Elvira, Luca Martino, David Luengo, Mónica F. Bugallo
2015	—	`conf`	Parallel interacting Markov adaptive importance sampling. EUSIPCO Luca Martino, Victor Elvira, David Luengo, Jukka Corander
2015	J	`jnl`	Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises. CoRR Jesse Read, Luca Martino, Pablo M. Olmos, David Luengo
2015	J	`jnl`	Scalable multi-output label prediction: From classifier chains to classifier trellises. Pattern Recognit. Jesse Read, Luca Martino, Pablo M. Olmos, David Luengo
2015	Misc	`conf`	Smelly parallel MCMC chains. ICASSP Luca Martino, Víctor Elvira, David Luengo, Antonio Artés-Rodríguez, Jukka Corander
2014	Misc	`conf`	An adaptive population importance sampler. ICASSP Luca Martino, Victor Elvira, David Luengo, Jukka Corander
2014	J	`jnl`	Efficient monte carlo methods for multi-dimensional learning with classifier chains. Pattern Recognit. Jesse Read, Luca Martino, David Luengo
2014	—	`conf`	Grouped sparsity algorithm for multichannel intracardiac ECG synchronization. EUSIPCO Thomas Trigano, V. Kolesnikov, David Luengo, Antonio Artés-Rodríguez
2014	Misc	`conf`	Independent doubly Adaptive Rejection Metropolis Sampling. ICASSP Luca Martino, Jesse Read, David Luengo
2014	Misc	`conf`	Monte Carlo limit cycle characterization. ICASSP David Luengo, David Oses, Luca Martino
2014	—	`conf`	Orthogonal MCMC algorithms. SSP Luca Martino, Victor Elvira, David Luengo, Antonio Artés-Rodríguez, Jukka Corander
2013	Misc	`conf`	Cross-products LASSO. ICASSP David Luengo, Javier Vía, Sandra Monzón, Tom Trigano, Antonio Artés-Rodríguez
2013	Misc	`conf`	Efficient monte carlo optimization for multi-label classifier chains. ICASSP Jesse Read, Luca Martino, David Luengo
2013	Misc	`conf`	Fully adaptive Gaussian mixture Metropolis-Hastings algorithm. ICASSP David Luengo, Luca Martino
2013	J	`jnl`	Linear Latent Force Models Using Gaussian Processes. IEEE Trans. Pattern Anal. Mach. Intell. Mauricio A. Álvarez, David Luengo, Neil D. Lawrence
2012	J	`jnl`	Efficient Monte Carlo Optimization for Multi-label Classifier Chains CoRR Jesse Read, Luca Martino, David Luengo
2012	J	`jnl`	Novel fast random search clustering algorithm for mixing matrix identification in MIMO linear blind inverse problems with sparse inputs. Neurocomputing David Luengo, Sandra Monzón, Antonio Artés-Rodríguez
2012	—	`conf`	Sparse spectral analysis of atrial fibrillation electrograms. MLSP Sandra Monzón, Tom Trigano, David Luengo, Antonio Artés-Rodríguez
2011	—	`conf`	Distributed target detection in centralized wireless sensor networks with communication constraints. EUSIPCO Jose Luis Barbosa, David Luengo
2011	J	`jnl`	Linear Latent Force Models using Gaussian Processes CoRR Mauricio A. Álvarez, David Luengo, Neil D. Lawrence
2010	A	`conf`	Efficient Multioutput Gaussian Processes through Variational Inducing Kernels. AISTATS Mauricio A. Álvarez, David Luengo, Michalis K. Titsias, Neil D. Lawrence
2009	A	`conf`	Latent Force Models. AISTATS Mauricio A. Álvarez, David Luengo, Neil D. Lawrence
2005	J	`jnl`	A general solution to blind inverse problems for sparse input signals. Neurocomputing David Luengo, Ignacio Santamaría, Luis Vielva
2005	—	`conf`	Asymptotically optimal maximum-likelihood estimation of a class of chaotic signals using the Viterbi algorithm. EUSIPCO David Luengo, Ignacio Santamaría, Luis Vielva
2004	—	`conf`	Application of 'Attack Trees' Technique to Copyright Protection Protocols Using Watermarking and Definition of a New Transactions Protocol SecDP (Secure Distribution Protocol). MIPS Maria Victoria Higuero, Juanjo Unzilla, Eduardo Jacob, Purificación Sáiz, David Luengo
2004	J	`jnl`	Multiple Composite Hypothesis Testing: A Competitive Approach. J. VLSI Signal Process. David Luengo, Carlos Pantaleón, Ignacio Santamaría, Luis Vielva, Jesús Ibáñez
2004	B	`conf`	Universal piecewise linear least squares prediction. ISIT David Luengo, Suleyman Serdar Kozat, Andrew C. Singer
2003	J	`jnl`	A fast blind SIMO channel identification algorithm for sparse sources. IEEE Signal Process. Lett. David Luengo, Ignacio Santamaría, Jesús Ibáñez, Luis Vielva, Carlos Pantaleón
2003	J	`jnl`	Bayesian estimation of chaotic signals generated by piecewise-linear maps. Signal Process. Carlos Pantaleón, Luis Vielva, David Luengo, Ignacio Santamaría
2003	—	`conf`	Underdetermined blind separation of sparse sources with instantaneous and convolutive mixtures. NNSP David Luengo, Ignacio Santamaría, Luis Vielva, Carlos Pantaleón
2002	—	`conf`	Bayesian estimation of discrete chaotic signals by MCMC. EUSIPCO David Luengo, Carlos Pantaleón, Ignacio Santamaría
2002	Misc	`conf`	Estimation of a certain class of chaotic signals: An em-based approach. ICASSP Carlos Pantaleón, Luis Vielva, David Luengo, Ignacio Santamaría
2002	C	`conf`	Potential Energy and Particle Interaction Approach for Learning in Adaptive Systems. ICANN Deniz Erdogmus, José Carlos Príncipe, Luis Vielva, David Luengo
2001	Misc	`conf`	Chaotic AR(1) model estimation. ICASSP Carlos Pantaleón, David Luengo, Ignacio Santamaría
2000	—	`conf`	An efficient method for chaotic signal parameter estimation. EUSIPCO Carlos Pantaleón, David Luengo, Ignacio Santamaría
2000	Misc	`conf`	Bayesian estimation of a class of chaotic signals. ICASSP Carlos Pantaleón, David Luengo, Ignacio Santamaría
2000	J	`jnl`	Optimal estimation of chaotic signals generated by piecewise-linear maps. IEEE Signal Process. Lett. Carlos Pantaleón, David Luengo, Ignacio Santamaría