Journal Articles

158 entries « 1 of 4 »

2018

Crisan, Dan; Míguez, Joaquín; Ríos-Muñoz, Gonzalo

On the performance of parallelisation schemes for particle filtering (Journal Article)

EURASIP Journal on Advances in Signal Processing, 2018 (1), pp. 31, 2018, ISSN: 1687-6180.

(Abstract | Links | BibTeX)

Koch, Tobias; Vazquez-Vilar, Gonzalo

A Rigorous Approach to High-Resolution Entropy-Constrained Vector Quantization (Journal Article)

IEEE Transactions on Information Theory, 64 (4), pp. 2609-2625, 2018, ISSN: 0018-9448.

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Luengo, David; Ríos-Muñoz, Gonzalo; Elvira, Victor; Sánchez, Carlos; Artés-Rodríguez, Antonio

Hierarchical Algorithms for Causality Retrieval in Atrial Fibrillation Intracavitary Electrograms (Journal Article)

IEEE Journal of Biomedical and Health Informatics, PP , 2018.

(Abstract | Links | BibTeX)

Martino, Luca

A review of multiple try MCMC algorithms for signal processing (Journal Article)

Digital Signal Processing, 75 , pp. 134 - 152, 2018.

(BibTeX)

Martino, Luca; Luengo, David

Extremely efficient acceptance-rejection method for simulating uncorrelated Nakagami fading channels (Journal Article)

Communications in Statistics - Simulation and Computation, 0 (0), pp. 1-17, 2018.

(BibTeX)

2017

Olmos, Pablo; Mitchell, David; Truhachev, Dimitri; Costello, Dan

Continuous Transmission of Spatially Coupled LDPC Code Chains (Journal Article)

IEEE Transactions on Communications, 65 (12), pp. 5097-5109, 2017, ISSN: 0090-6778.

(BibTeX)

Gil Jimenez, Victor; Lancho, Alejandro; Genoves Guzman, Borja; Garcia Armada, Ana

Learning Mobile Communications Standards through Flexible Software Defined Radio Base Stations (Journal Article)

IEEE Communications Magazine, 55 (5), pp. 116-123, 2017, ISSN: 0163-6804.

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Santos, Irene; Murillo-Fuentes, Juan José; Arias-de-Reyna, Eva; Olmos, Pablo

Probabilistic Equalization With a Smoothing Expectation Propagation Approach (Journal Article)

IEEE Transactions on Wireless Communications, 16 (5), pp. 2950-2962, 2017, ISSN: 1536-1276.

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Elvira, Victor; Martino, Luca; Luengo, David; Bugallo, Monica

Improving Population Monte Carlo: Alternative Weighting and Resampling Schemes (Journal Article)

Signal Processing, 131 , pp. 77–91, 2017, ISSN: 01651684.

(Abstract | Links | BibTeX)

Vázquez, Manuel; Míguez, Joaquín

A Robust Scheme for Distributed Particle Filtering in Wireless Sensors Networks (Journal Article)

Signal Processing, 131 , pp. 190–201, 2017, ISSN: 01651684.

(Abstract | Links | BibTeX)

Yiu, Simon; Dashti, Marzieh; Claussen, Holger; Perez-Cruz, Fernando

Wireless RSSI Fingerprinting Localization (Journal Article)

Signal Processing, 131 , pp. 235–244, 2017, ISSN: 01651684.

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Santos, Irene; Murillo-Fuentes, Juan Jose; Boloix-Tortosa, Rafael; Arias-de-Reyna, Eva; Olmos, Pablo

Expectation Propagation as Turbo Equalizer in ISI Channels (Journal Article)

IEEE Transactions on Communications, 65 (1), pp. 360–370, 2017, ISSN: 0090-6778.

(Abstract | Links | BibTeX)

Martino, Luca; Read, Jesse; Elvira, Victor; Louzada, Francisco

Cooperative Parallel Particle Filters for Online Model Selection and Applications to Urban Mobility (Journal Article)

Digital Signal Processing, 60 , pp. 172–185, 2017, ISSN: 10512004.

(Abstract | Links | BibTeX)

Céspedes, Javier; Olmos, Pablo; Sánchez-Fernández, Matilde; Perez-Cruz, Fernando

Probabilistic MIMO Symbol Detection with Expectation Consistency Approximate Inference (Journal Article)

IEEE Transactions on Vehicular Technology, PP (99), pp. 1-1, 2017, ISSN: 0018-9545.

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Martino, Luca; Elvira, Victor; Camps-Valls, Gustau

The Recycling Gibbs sampler for efficient learning (Journal Article)

Digital Signal Processing, 74 , pp. 1 -13, 2017.

(BibTeX)

Bugallo, Monica; Elvira, Victor; Martino, Luca; Luengo, David; Miguez, Joaquin; Djuric, Petar

Adaptive Importance Sampling: The past, the present, and the future (Journal Article)

IEEE Signal Processing Magazine, 34 (4), pp. 60-79, 2017.

(BibTeX)

2016

Pradier, Melanie; Olmos, Pablo; Perez-Cruz, Fernando

Entropy-Constrained Scalar Quantization with a Lossy-Compressed Bit (Journal Article)

Entropy, 18 (12), pp. 449, 2016, ISSN: 1099-4300.

(Abstract | Links | BibTeX)

Vázquez, Manuel; Míguez, Joaquín

On the Use of the Channel Second-Order Statistics in MMSE Receivers for Time- and Frequency-Selective MIMO Transmission Systems (Journal Article)

EURASIP Journal on Wireless Communications and Networking, 2016 (1), 2016.

(Abstract | Links | BibTeX)

Sala, Josep; Vazquez-Vilar, Gonzalo; López-Valcarce, Roberto; Sedighi, Saeid; Taherpour, Abbas

Multiantenna GLR Detection of Rank-One Signals with a Known Power Spectral Shape under Spatially Uncorrelated Noise (Journal Article)

IEEE Transactions on Signal Processing, 64 (23), pp. 6269-6283, 2016, ISSN: 1053-587X.

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Martino, Luca; Elvira, Victor; Luengo, David; Corander, Jukka; Louzada, Francisco

Orthogonal Parallel MCMC Methods for Sampling and Optimization (Journal Article)

Digital Signal Processing, 58 , pp. 64–84, 2016, ISSN: 10512004.

(Abstract | Links | BibTeX)

Koch, Tobias

The Shannon Lower Bound Is Asymptotically Tight (Journal Article)

IEEE Transactions on Information Theory, 62 (11), pp. 6155–6161, 2016, ISSN: 0018-9448.

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Song, Yang; Schreier, Peter; Ramírez, David; Hasija, Tanuj

Canonical Correlation Analysis of High-Dimensional Data With Very Small Sample Support (Journal Article)

Signal Processing, 128 , pp. 449–458, 2016, ISSN: 01651684.

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Bocharova, Irina; i Fàbregas, Albert Guillén; Kudryashov, Boris; Martinez, Alfonso; Campo, Adria Tauste; Vazquez-Vilar, Gonzalo

Multi-Class Source-Channel Coding (Journal Article)

IEEE Transactions on Information Theory, 62 (9), pp. 5093 – 5104, 2016.

(Abstract | Links | BibTeX)

Durisi, Giuseppe; Koch, Tobias; Popovski, Petar

Towards Massive, Ultra-Reliable, and Low-Latency Wireless Communication with Short Packets (Journal Article)

Proceedings of the IEEE, 104 (9), pp. 1711 – 1726, 2016.

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Nazábal, Alfredo; Garcia-Moreno, Pablo; Artés-Rodríguez, Antonio; Ghahramani, Zoubin

Human Activity Recognition by Combining a Small Number of Classifiers. (Journal Article)

IEEE journal of biomedical and health informatics, 20 (5), pp. 1342 – 1351, 2016, ISSN: 2168-2208.

(Abstract | Links | BibTeX)

Valera, Isabel; Ruiz, Francisco; Perez-Cruz, Fernando

Infinite Factorial Unbounded-State Hidden Markov Model (Journal Article)

IEEE transactions on pattern analysis and machine intelligence, 38 (9), pp. 1816 – 1828, 2016, ISSN: 1939-3539.

(Abstract | Links | BibTeX)

Vazquez-Vilar, Gonzalo; Tauste Campo, Adria; Guillen i Fabregas, Albert; Martinez, Alfonso

Bayesian M-Ary Hypothesis Testing: The Meta-Converse and Verdú-Han Bounds Are Tight (Journal Article)

IEEE Transactions on Information Theory, 62 (5), pp. 2324–2333, 2016, ISSN: 0018-9448.

(Abstract | Links | BibTeX)

Míguez, Joaquín; Vázquez, Manuel

A Proof of Uniform Convergence Over Time for a Distributed Particle Filter (Journal Article)

Signal Processing, 122 , pp. 152–163, 2016, ISSN: 01651684.

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Koblents, Eugenia; Míguez, Joaquín; Rodríguez, Marco; Schmidt, Alexandra

A Nonlinear Population Monte Carlo Scheme for the Bayesian Estimation of Parameters of α-stable Distributions (Journal Article)

Computational Statistics & Data Analysis, 95 , pp. 57–74, 2016, ISSN: 01679473.

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Martín-Fernández,; Ruiz,; Torija,; Miguez, Joaquin

A Bayesian Method for Model Selection in Environmental Noise Prediction (Journal Article)

Journal of Environmental Informatics, 27 (1), pp. 31–42, 2016, ISSN: 1726-2135.

(Abstract | Links | BibTeX)

Martino, Luca; Elvira, Victor; Luengo, David; Corander, Jukka

Layered adaptive importance sampling (Journal Article)

Statistics and Computing, pp. 1–25, 2016, ISSN: 0960-3174.

(Abstract | Links | BibTeX)

Stinner, Markus; Olmos, Pablo

On the Waterfall Performance of Finite-Length SC-LDPC Codes Constructed From Protographs (Journal Article)

IEEE Journal on Selected Areas in Communications, 34 (2), pp. 345–361, 2016, ISSN: 0733-8716.

(Abstract | Links | BibTeX)

Valera, Isabel; Ruiz, Francisco; Olmos, Pablo; Blanco, Carlos; Perez-Cruz, Fernando

Infinite Continuous Feature Model for Psychiatric Comorbidity Analysis. (Journal Article)

Neural computation, 28 (2), pp. 354–381, 2016, ISSN: 1530-888X.

(Abstract | Links | BibTeX)

Durisi, Giuseppe; Koch, Tobias; Ostman, Johan; Polyanskiy, Yury; Yang, Wei

Short-Packet Communications Over Multiple-Antenna Rayleigh-Fading Channels (Journal Article)

IEEE Transactions on Communications, 64 (2), pp. 618–629, 2016, ISSN: 0090-6778.

(Abstract | Links | BibTeX)

Valera, Isabel; Ruiz, Francisco; Perez-Cruz, Fernando

Infinite Factorial Unbounded-State Hidden Markov Model (Journal Article)

IEEE transactions on pattern analysis and machine intelligence, To appear (99), pp. 1, 2016, ISSN: 1939-3539.

(Abstract | Links | BibTeX)

Nazabal, Alfredo; Garcia-Moreno, Pablo; Artes-Rodriguez, Antonio; Ghahramani, Zoubin

Human Activity Recognition by Combining a Small Number of Classifiers (Journal Article)

IEEE journal of biomedical and health informatics, To appear , 2016, ISSN: 2168-2208.

(Abstract | Links | BibTeX)

F. Pradier, Melanie; J. R. Ruiz, Francisco; Perez-Cruz, Fernando

Prior Design for Dependent Dirichlet Processes: An Application to Marathon Modeling (Journal Article)

PLOS ONE, 11 (1), pp. e0147402, 2016, ISSN: 1932-6203.

(Abstract | Links | BibTeX)

Borchani, Hanen; Larrañaga, Pedro; Gama,; Bielza, Concha

Mining multi-dimensional concept-drifting data streams using Bayesian network classifiers (Journal Article)

Intelligent Data Analysis, 20 , 2016.

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Asheghan, Mohammad Mostafa; Míguez, Joaquín

Stability Analysis and Robust Control of Heart Beat Rate During Treadmill Exercise (Journal Article)

Automatica, 63 , pp. 311–320, 2016, ISSN: 00051098.

(Abstract | Links | BibTeX)

2015

Guzman, Borja Genoves; Serrano, Alejandro Lancho; Jimenez, Víctor Gil

Cooperative Optical Wireless Transmission for Improving Performance in Indoor Scenarios for Visible Light Communications (Journal Article)

IEEE Transactions on Consumer Electronics, 61 (4), pp. 393–401, 2015, ISSN: 0098-3063.

(Abstract | Links | BibTeX)

Ramírez, David; Schreier, Peter; Via, Javier; Santamaria, Ignacio; Scharf, Louis

Detection of Multivariate Cyclostationarity (Journal Article)

IEEE Transactions on Signal Processing, 63 (20), pp. 5395–5408, 2015, ISSN: 1053-587X.

(Abstract | Links | BibTeX)

Elvira, Victor; Martino, Luca; Luengo, David; Bugallo, Monica

Efficient Multiple Importance Sampling Estimators (Journal Article)

IEEE Signal Processing Letters, 22 (10), pp. 1757–1761, 2015, ISSN: 1070-9908.

(Abstract | Links | BibTeX)

Mihaljević, Bojan; Benavides-Piccione, Ruth; Guerra, Luis; DeFelipe, Javier; Larrañaga, Pedro; Bielza, Concha

Classifying GABAergic interneurons with semi-supervised projected model-based clustering. (Journal Article)

Artificial intelligence in medicine, 65 (1), pp. 49–59, 2015, ISSN: 1873-2860.

(Abstract | Links | BibTeX)

Borchani, Hanen; Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro

A survey on multi-output regression (Journal Article)

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, 5 (5), pp. 216–233, 2015, ISSN: 19424787.

(Abstract | Links | BibTeX)

Martino, Luca; Elvira, Victor; Luengo, David; Corander,

An Adaptive Population Importance Sampler: Learning From Uncertainty (Journal Article)

IEEE Transactions on Signal Processing, 63 (16), pp. 4422–4437, 2015, ISSN: 1053-587X.

(Abstract | Links | BibTeX)

Moreno, Pablo; Teh, Yee Whye; Perez-Cruz, Fernando; Artés-Rodríguez, Antonio

Bayesian Nonparametric Crowdsourcing (Journal Article)

Journal of Machine Learning Research, 16 (August), pp. 1607–1627, 2015.

(Abstract | Links | BibTeX)

Read, Jesse; Martino, Luca; Olmos, Pablo; Luengo, David

Scalable Multi-Output Label Prediction: From Classifier Chains to Classifier Trellises (Journal Article)

Pattern Recognition, 48 (6), pp. 2096–2106, 2015.

(Abstract | Links | BibTeX)

Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro

Decision functions for chain classifiers based on Bayesian networks for multi-label classification (Journal Article)

International Journal of Approximate Reasoning, 2015, ISSN: 0888613X.

(Abstract | Links | BibTeX)

Olmos, Pablo; Urbanke, Rudiger

A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes (Journal Article)

IEEE Transactions on Information Theory, 61 (6), pp. 3164–3184, 2015, ISSN: 0018-9448.

(Abstract | Links | BibTeX)

Olmos, Pablo; Urbanke, Rudiger

A Scaling Law to Predict the Finite-Length Performance of Spatially-Coupled LDPC Codes (Journal Article)

IEEE Transactions on Information Theory, 61 (6), pp. 3164–3184, 2015, ISSN: 0018-9448.

(Abstract | Links | BibTeX)

158 entries « 1 of 4 »