Journal Articles

172 entries « 2 of 4 »

2016

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.

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Borchani, Hanen ; Larrañaga, Pedro ; Gama, J; 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.

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2015

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

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.

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

Detection of Multivariate Cyclostationarity Journal Article

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

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

Efficient Multiple Importance Sampling Estimators Journal Article

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

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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.

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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.

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

An Adaptive Population Importance Sampler: Learning From Uncertainty Journal Article

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

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Moreno, Pablo G; 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.

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

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

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

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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.

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Olmos, Pablo M; Urbanke, Rudiger L

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.

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Olmos, Pablo M; Urbanke, Rudiger L

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.

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Ruiz, Francisco J R; Perez-Cruz, Fernando

A Generative Model for Predicting Outcomes in College Basketball Journal Article

Journal of Quantitative Analysis in Sports, 11 (1 Special Issue), pp. 39–52, 2015, ISSN: 1559-0410.

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Koblents, Eugenia ; Miguez, Joaquin

A Population Monte Carlo Scheme with Transformed Weights and Its Application to Stochastic Kinetic Models Journal Article

Statistics and Computing, 25 (2), pp. 407–425, 2015, ISSN: 0960-3174.

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Varando, Gherardo ; López-Cruz, Pedro L; Nielsen, Thomas D; Larrañaga, Pedro ; Bielza, Concha

Conditional Density Approximations with Mixtures of Polynomials Journal Article

International Journal of Intelligent Systems, 30 (3), pp. 236–264, 2015, ISSN: 08848173.

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Ruiz, Francisco J R; Perez-Cruz, Fernando

A Generative Model for Predicting Outcomes in College Basketball Journal Article

Journal of Quantitative Analysis in Sports, 11 (1 Special Issue), pp. 39–52, 2015, ISSN: 1559-0410.

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Salamanca, Luis ; Murillo-Fuentes, Juan ; Olmos, Pablo M; Perez-Cruz, Fernando ; Verdu, Sergio

Approaching the DT Bound Using Linear Codes in the Short Blocklength Regime Journal Article

IEEE Communications Letters, 19 (2), pp. 123–126, 2015, ISSN: 1089-7798.

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Manzano, Mario ; Espinosa, Felipe ; Bravo-Santos, Ángel M; Gardel-Vicente, Alfredo

Cognitive Self-Scheduled Mechanism for Access Control in Noisy Vehicular Ad Hoc Networks Journal Article

Mathematical Problems in Engineering., 2015 , pp. 1–12, 2015.

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Bravo-Santos, Ángel M; Djuric, P M

Detectors for Cooperative Mesh Networks with Decode-and-Forward Relays Journal Article

IEEE Transactions on Signal Processing, 63 (1), pp. 5–17, 2015, ISSN: 1053-587X.

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Luengo, David ; Monzon, Sandra ; Trigano, Tom ; Vía, Javier ; Artés-Rodríguez, Antonio

Blind Analysis of Atrial Fibrillation Electrograms: A Sparsity-Aware Formulation Journal Article

Integrated Computer-Aided Engineering, 22 (1), pp. 71–85, 2015.

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Varando, Gherardo ; Bielza, Concha ; Larrañaga, Pedro

Decision boundary for discrete Bayesian network classifiers Journal Article

Journal of Machine Learning Research, 2015.

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Manzano, Mario ; Espinosa, Felipe ; Bravo-Santos, Ángel M; Gardel-Vicente, Alfredo

Cognitive Self-Scheduled Mechanism for Access Control in Noisy Vehicular Ad Hoc Networks Journal Article

Mathematical Problems in Engineering., 2015 , pp. 1–12, 2015.

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Luengo, David ; Monzon, Sandra ; Trigano, Tom ; Vía, Javier ; Artés-Rodríguez, Antonio

Blind Analysis of Atrial Fibrillation Electrograms: A Sparsity-Aware Formulation Journal Article

Integrated Computer-Aided Engineering, 22 (1), pp. 71–85, 2015.

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Martín-Fernández, Laura ; Ruiz, Diego ; Torija, Antonio ; Miguez, Joaquin

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

Journal of Environmental Informatics, January 20 , 2015, ISSN: 1726-2135.

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Bravo-Santos, Ángel M; Djuric, Petar M

Detectors for Cooperative Mesh Networks with Decode-and-Forward Relays Journal Article

IEEE Transactions on Signal Processing, 63 (1), pp. 5–17, 2015, ISSN: 1053-587X.

Abstract | Links | BibTeX

2014

Santiago-Mozos, Ricardo ; Perez-Cruz, Fernando ; Madden, Michael ; Artés-Rodríguez, Antonio

An Automated Screening System for Tuberculosis Journal Article

IEEE journal of biomedical and health informatics, 18 (3), pp. 855-862, 2014, ISSN: 2168-2208.

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Impedovo, Sebastiano ; Liu, Cheng-Lin ; Impedovo, Donato ; Pirlo, Giuseppe ; Read, Jesse ; Martino, Luca ; Luengo, David

Efficient Monte Carlo Methods for Multi-Dimensional Learning with Classifier Chains Journal Article

Pattern Recognition, 47 (3), pp. 1535–1546, 2014.

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Read, Jesse ; Achutegui, Katrin ; Miguez, Joaquin

A Distributed Particle Filter for Nonlinear Tracking in Wireless Sensor Networks Journal Article

Signal Processing, 98 , pp. 121–134, 2014.

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Alvarado, Alex ; Brannstrom, Fredrik ; Agrell, Erik ; Koch, Tobias

High-SNR Asymptotics of Mutual Information for Discrete Constellations With Applications to BICM Journal Article

IEEE Transactions on Information Theory, 60 (2), pp. 1061–1076, 2014, ISSN: 0018-9448.

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Martin-Fernandez, L; Gilioli, G; Lanzarone, E; Miguez, Joaquin ; Pasquali, S; Ruggeri, F; Ruiz, D P

A Rao-Blackwellized Particle Filter for Joint Parameter Estimation and Biomass Tracking in a Stochastic Predator-Prey System Journal Article

Mathematical Biosciences and Engineering, 11 (3), pp. 573–597, 2014.

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Piñeiro-Ave, José ; Blanco-Velasco, Manuel ; Cruz-Roldán, Fernando ; Artés-Rodríguez, Antonio

Target Detection for Low Cost Uncooled MWIR Cameras Based on Empirical Mode Decomposition Journal Article

Infrared Physics & Technology, 63 , pp. 222–231, 2014, ISSN: 13504495.

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Koblents, Eugenia ; Miguez, Joaquin

A Population Monte Carlo Scheme with Transformed Weights and Its Application to Stochastic Kinetic Models Journal Article

Statistics and Computing, ((to appear)), 2014, ISSN: 0960-3174.

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Crisan, Dan ; Miguez, Joaquin

Particle-Kernel Estimation of the Filter Density in State-Space Models Journal Article

Bernoulli, (to appear , 2014.

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Ruiz, Francisco J R; Valera, Isabel ; Blanco, Carlos ; Perez-Cruz, Fernando

Bayesian Nonparametric Comorbidity Analysis of Psychiatric Disorders Journal Article

Journal of Machine Learning Research, 15 (1), pp. 1215–1248, 2014.

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Gil Taborda, Camilo ; Guo, Dongning ; Perez-Cruz, Fernando

Information--Estimation Relationships over Binomial and Negative Binomial Models Journal Article

IEEE Transactions on Information Theory, to appear , pp. 1–1, 2014, ISSN: 0018-9448.

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O'Mahony, Niamh ; Florentino-Liaño, Blanca ; Carballo, Juan J; Baca-García, Enrique ; Artés-Rodríguez, Antonio

Objective diagnosis of ADHD using IMUs Journal Article

Medical engineering & physics, 36 (7), pp. 922–6, 2014, ISSN: 1873-4030.

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Montoya-Martinez, Jair ; Artés-Rodríguez, Antonio ; Pontil, Massimiliano ; Kai Hansen, Lars

A Regularized Matrix Factorization Approach to Induce Structured Sparse-Low Rank Solutions in the EEG Inverse Problem Journal Article

EURASIP Journal on Advances in Signal Processing, 2014 (1), pp. 97, 2014, ISSN: 1687-6180.

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Pastore A, ; Koch, Tobias ; Fonollosa, Javier Rodriguez

A Rate-Splitting Approach to Fading Channels With Imperfect Channel-State Information Journal Article

IEEE Transactions on Information Theory, 60 (7), pp. 4266–4285, 2014, ISSN: 0018-9448.

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Tauste Campo, Adria ; Vazquez-Vilar, Gonzalo ; Guillén i Fàbregas, Albert ; Koch, Tobias ; Martinez, Alfonso

A Derivation of the Source-Channel Error Exponent Using Nonidentical Product Distributions Journal Article

IEEE Transactions on Information Theory, 60 (6), pp. 3209–3217, 2014, ISSN: 0018-9448.

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Yang, W; Durisi, Giuseppe ; Koch, Tobias ; Polyanskiy, Yury

Quasi-Static Multiple-Antenna Fading Channels at Finite Blocklength Journal Article

IEEE Transactions on Information Theory, 60 (7), pp. 4232–4265, 2014, ISSN: 0018-9448.

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Cespedes, Javier ; Olmos, Pablo M; Sanchez-Fernandez, Matilde ; Perez-Cruz, Fernando

Expectation Propagation Detection for High-order High-dimensional MIMO Systems Journal Article

IEEE Transactions on Communications, PP (99), pp. 1–1, 2014, ISSN: 0090-6778.

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Read, Jesse ; Bielza, Concha ; Larranaga, Pedro

Multi-Dimensional Classification with Super-Classes Journal Article

IEEE Transactions on Knowledge and Data Engineering, 26 (7), pp. 1720–1733, 2014, ISSN: 1041-4347.

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Salamanca, Luis ; Murillo-Fuentes, Juan ; Olmos, Pablo M; Perez-Cruz, Fernando ; Verdu, Sergio

Near DT Bound Achieving Linear Codes in the Short Blocklength Regime Journal Article

IEEE Communications Letters, PP (99), pp. 1–1, 2014, ISSN: 1089-7798.

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Luengo, David ; Monzón, Sandra ; Trigano, Tom ; Vía, Javier ; Artés-Rodríguez, Antonio

Blind Analysis of Atrial Fibrillation Electrograms: A Sparsity-Aware Formulation Journal Article

2014.

Abstract | Links | BibTeX

2013

Olmos, Pablo M; Murillo-Fuentes, Juan Jose ; Perez-Cruz, Fernando

Tree-Structure Expectation Propagation for LDPC Decoding Over the BEC Journal Article

IEEE Transactions on Information Theory, 59 (6), pp. 3354–3377, 2013, ISSN: 0018-9448.

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Asheghan, Mohammad Mostafa ; Miguez, Joaquin

Robust Global Synchronization of two Complex Dynamical Networks Journal Article

Chaos (Woodbury, N.Y.), 23 (2), pp. 023108, 2013, ISSN: 1089-7682.

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Jingshan, Zhong ; Dauwels, Justin ; Vazquez, Manuel A; Waller, Laura

Sparse ACEKF for Phase Reconstruction. Journal Article

Optics express, 21 (15), pp. 18125–37, 2013, ISSN: 1094-4087.

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Salamanca, Luis ; Olmos, Pablo M; Perez-Cruz, Fernando ; Murillo-Fuentes, Juan Jose

Tree-Structured Expectation Propagation for LDPC Decoding over BMS Channels Journal Article

IEEE Transactions on Communications, 61 (10), pp. 4086–4095, 2013, ISSN: 0090-6778.

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172 entries « 2 of 4 »