All Publications

381 entries « 2 of 8 »

2017

Inproceedings

Ruiz Hernandez, Pablo M; Ríos-Muñoz, Gonzalo ; Castellanos, Evaristo ; Ávila, Pablo ; Torrecilla, Esteban G; Loughlin, Gerard A; Datino, Tomas ; Atienza, Felipe ; Fernandez-Aviles, Francisco ; Artés-Rodríguez, Antonio ; Arenal, Ángel

Presence and Distribution of Rotational Conduction Points and Its Association With Scar in Patients With Persistent Atrial Fibrillation Inproceedings

Hear. Rhythm, pp. S235––S236, Elsevier 2017.

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2016

Journal Articles

Pradier, Melanie ; Olmos, Pablo M; 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 | Tags: Journal, scalar quantization, source coding

Vázquez, Manuel A; 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 | Tags: data estimation, Joint channel, Journal, MIMO, MMSE, Second-order statistics

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 | Tags: Bayesian inference, Block Independent Metropolis, Journal, Optimization, Parallel Markov Chain Monte Carlo, Parallel Multiple Try Metropolis, Parallel Simulated Annealing, Recycling samples

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.

Abstract | Links | BibTeX | Tags: Journal, Rate-distortion theory, R{é}nyi information dimension, Shannon lower bound

Song, Yang ; Schreier, Peter J; 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.

Abstract | Links | BibTeX | Tags: Bartlett-Lawley statistic, Canonical correlation analysis, Journal, Model-order selection, Principal component analysis, Small sample support

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

Multi-Class Source-Channel Coding Journal Article

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

Abstract | Links | BibTeX | Tags: Channel Coding, Complexity theory, error probability, Indexes, Journal, Maximum likelihood decoding

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.

Abstract | Links | BibTeX | Tags: finite blocklength, Journal, massive M2M communication, short packets, ultrareliable communication (URC), Wireless 5G systems

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 | Tags: Bayes methods, Bayesian inference, Biological system modeling, Classifier combination, Databases, Estimation, Hidden Markov models, Journal, Sensor systems

Valera, Isabel ; Ruiz, Francisco J R; 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 | Tags: Bayes methods, Bayesian nonparametrics, CASI CAM CM, Computational modeling, GAMMA-L+ UC3M, Gibbs sampling, Hidden Markov models, Inference algorithms, Journal, Markov processes, Probability distribution, reversible jump Markov chain Monte Carlo, slice sampling, Time series, variational inference, Yttrium

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 | Tags: Bayes methods, Channel Coding, Electronic mail, error probability, Journal, Random variables, Testing

Míguez, Joaquín ; Vázquez, Manuel A

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

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

Abstract | Links | BibTeX | Tags: Convergence analysis, Distributed algorithms, Journal, Parallelization, Particle filtering, Wireless Sensor Networks

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

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.

Abstract | Links | BibTeX | Tags: Animal movement, Bayesian inference, Importance sampling, L{é}vy process, α-stable distributions

Martín-Fernández, L; Ruiz, D P; Torija, A J; 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 | Tags: Journal

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 | Tags: Bayesian inference Adaptive importance sampling Po, Journal

Stinner, Markus ; Olmos, Pablo M

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 | Tags: Analytical models, capacity-achieving codes, Complexity theory, Couplings, Decoding, Encoding, finite-length analysis, Iterative decoding, Low-density parity-check (LDPC) codes, spatially coupled LDPC codes constructed from prot

Valera, Isabel ; Ruiz, Francisco J R; Olmos, Pablo M; 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 | Tags: Journal

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 | Tags: diversity branches, Encoding, ergodic capacity, Fading, fading channels, finite-blocklength information theory, finiteblocklength information theory, infinite-blocklength performance metrics, Journal, machine-type communication systems, maximum coding rate, Mission critical systems, mission-critical machine-type communications, multiple antennas, multiple-antenna Rayleigh block-fading channels, Multiplexing, optimal number, outage capacity, rate gain, Rayleigh channels, Receivers, Reliability, short-packet communications, spatial multiplexing, Throughput, Time-frequency analysis, time-frequency-spatial degrees of freedom, transmit antennas, transmit diversity, Transmitting antennas, Ultra-reliable low-latency communications

Valera, Isabel ; Ruiz, Francisco J R; 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 | Tags: Bayes methods, Bayesian nonparametrics, CASI CAM CM, Computational modeling, GAMMA-L+ UC3M, Gibbs sampling, Hidden Markov models, Inference algorithms, Markov processes, Probability distribution, reversible jump Markov chain Monte Carlo, slice sampling, Time series, variational inference, Yttrium

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 | Tags: Bayes methods, Bayesian inference, Biological system modeling, Classifier combination, Databases, Estimation, Hidden Markov models, Sensor systems

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 | Tags: Journal

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.

Links | BibTeX | Tags: CASI CAM CM, CIG UPM, Journal

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 | Tags: Cardiovascular system, Journal, Nonlinear systems, Robust control

Inproceedings

Villacrés, Grace ; Koch, Tobias

Wireless networks of bounded capacity Inproceedings

2016 IEEE International Symposium on Information Theory (ISIT), pp. 2584-2588, 2016.

Links | BibTeX | Tags:

Koch, Tobias ; Vazquez-Vilar, Gonzalo

A general rate-distortion converse bound for entropy-constrained scalar quantization Inproceedings

2016 IEEE International Symposium on Information Theory (ISIT), pp. 735-739, 2016.

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Vazquez-Vilar, Gonzalo

Multiple quantum hypothesis testing expressions and classical-quantum channel converse bounds Inproceedings

2016 IEEE International Symposium on Information Theory (ISIT 2016), Barcelona, Spain, 2016.

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Pries, Aaron ; Ramírez, David ; Schreier, Peter

Detection of Cyclostationarity in the Presence of Temporal or Spatial Structure with Applications to Cognitive Radio Inproceedings

Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., (ICASSP 2016), Shanghai, 2016.

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Koch, Tobias

A Necessary and Sufficient Condition for the Asymptotic Tightness of the Shannon Lower Bound Inproceedings

International Zurich Seminar on Communications, Zurich, 2016.

BibTeX | Tags:

Elvira, Victor ; Miguez, Joaquin ; Djuric, Petar M

Online Adaptation of the Number of Particles of Sequential Monte Carlo Methods Inproceedings

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, 2016.

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

Parallel Metropolis Chains with Cooperative Adaptation Inproceedings

IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP 2016), Shanghai, 2016.

Links | BibTeX | Tags:

Vazquez-Vilar, Gonzalo ; Guillén i Fàbregas, Albert ; Verdú, Sergio

Hypothesis testing and quasi-perfect codes Inproceedings

2016 International Zurich Seminar on Communications (IZS 2016), Zurich, Switzerland, 2016.

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

A hierarchical algorithm for causality discovery among atrial fibrillation electrograms Inproceedings

2016 IEEE Int. Conf. Acoust. Speech Signal Process., pp. 774–778, IEEE, 2016, ISBN: 978-1-4799-9988-0.

Abstract | Links | BibTeX | Tags:

Castellanos, Evaristo ; Ruiz Hernandez, Pablo M; Ríos-Muñoz, Gonzalo ; Ávila, Pablo ; Datino, Tomás ; Atienza, Felipe ; Fernández-Avilés, Francisco ; Arenal, Ángel

Influencia del Ritmo en la Identificación de Islotes de Escara Auricular en Pacientes con FA Persistente sin Disfunción Ventricular Izquierda Detectada con Catéter de Mapeo Multielectrodo de 1mm Inproceedings

SEC 2016 - El Congr. las Enfermedades Cardiovasc., 2016.

Abstract | BibTeX | Tags:

2015

Journal Articles

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.

Abstract | Links | BibTeX | Tags: CoMP, Cooperative transmission andreception, Interference, Journal, Nonlinear optics, Optical receivers, Proposals, Pulse Position Division Multiplexing, Radio frequency, VLC, Wireless communication

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.

Abstract | Links | BibTeX | Tags: ad hoc function, asymptotic GLRT, asymptotic LMPIT, block circulant, block-Toeplitz structure, Correlation, covariance matrices, Covariance matrix, covariance structure, cycle period, cyclic spectrum, Cyclostationarity, Detectors, Frequency-domain analysis, generalized likelihood ratio test, generalized likelihood ratio test (GLRT), hypothesis testing problem, locally most powerful invariant test, locally most powerful invariant test (LMPIT), Loe{&}{#}x0300, maximum likelihood estimation, multivariate cyclostationarity detection, power spectral density, random processes, s theorem, scalar valued CS time series, signal detection, spectral analysis, statistical testing, Testing, Time series, Time series analysis, Toeplitz matrices, Toeplitz matrix, ve spectrum, vector valued random process cyclostationary, vector valued WSS time series, wide sense stationary, Wijsman theorem, Wijsman{&}{#}x2019

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.

Abstract | Links | BibTeX | Tags: Adaptive importance sampling, classical mixture approach, computational complexity, Computational efficiency, Computer Simulation, deterministic mixture, estimation theory, Journal, Monte Carlo methods, multiple importance sampling, multiple importance sampling estimator, partial deterministic mixture MIS estimator, Proposals, signal sampling, Sociology, Standards, variance reduction, weight calculation

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 | Tags: Automatic neuron classification, CASI CAM CM, Cerebral cortex, CIG UPM, Gaussian mixture models, Journal, Semi-supervised projected clustering

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 | Tags: algorithm adaptation methods, CASI CAM CM, CIG UPM, Journal, Multi-output regression, multi-target regression, performance evaluation measure, problem transformation methods

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.

Abstract | Links | BibTeX | Tags: Adaptive importance sampling, adaptive multiple IS, adaptive population importance sampler, AMIS, APIS, Estimation, Importance sampling, IS estimators, iterative estimation, iterative methods, Journal, MC methods, Monte Carlo (MC) methods, Monte Carlo methods, population Monte Carlo, Proposals, Signal processing algorithms, simple temporal adaptation, Sociology, Standards, Wireless sensor network, Wireless Sensor Networks

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.

Abstract | Links | BibTeX | Tags: Bayesian nonparametrics, Dirichlet process, Gibbs sampling, Hierarchical clustering, Journal, Multiple annotators

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.

Abstract | Links | BibTeX | Tags: Bayesian networks, classifer chains, Journal, Multi-label classification, multi-output prediction, structured inference

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 | Tags: CASI CAM CM, CIG UPM, Journal

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.

Abstract | Links | BibTeX | Tags: asymptotic analysis, asymptotic properties, binary erasure channel, Channel Coding, Codes on graphs, Couplings, Decoding, Differential equations, error probability, finite length performance, finite length spatially coupled code, finite-length code performance, finite-length performance, Iterative decoding, iterative decoding thresholds, Journal, parity check codes, Probability, SC-LDPC codes, scaling law, Sockets, spatially coupled LDPC codes, spatially-coupled LDPC codes

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.

Abstract | Links | BibTeX | Tags: asymptotic analysis, asymptotic properties, binary erasure channel, Channel Coding, Codes on graphs, Couplings, Decoding, Differential equations, error probability, finite length performance, finite length spatially coupled code, finite-length code performance, finite-length performance, Iterative decoding, iterative decoding thresholds, parity check codes, Probability, SC-LDPC codes, scaling law, Sockets, spatially coupled LDPC codes, spatially-coupled LDPC codes

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.

Abstract | Links | BibTeX | Tags: CASI CAM CM, GAMMA-L+ UC3M, Journal, NCAA tournament, Poisson factorization, Probabilistic modeling, variational inference

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.

Abstract | Links | BibTeX | Tags: COMPREHENSION, degeneracy of importance weights, Importance sampling, Journal, population Monte Carlo, Stochastic kinetic models

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.

Abstract | Links | BibTeX | Tags: CASI CAM CM, CIG UPM, Journal

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.

Abstract | Links | BibTeX | Tags: CASI CAM CM, GAMMA-L+ UC3M, NCAA tournament, Poisson factorization, Probabilistic modeling, variational inference

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.

Abstract | Links | BibTeX | Tags: binary erasure channel, Channel Coding, Complexity theory, finite blocklength regime, LDPC codes, Maximum likelihood decoding, ML decoding, parity check codes, random coding

381 entries « 2 of 8 »