All Publications

359 entries « 2 of 8 »

2016

Journal Articles

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.

(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 (Inproceeding)

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 (Inproceeding)

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

(Links | BibTeX | Tags: )

Vazquez-Vilar, Gonzalo

Multiple quantum hypothesis testing expressions and classical-quantum channel converse bounds (Inproceeding)

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

(BibTeX | Tags: )

Pries, Aaron; Ramírez, David; Schreier, Peter

Detection of Cyclostationarity in the Presence of Temporal or Spatial Structure with Applications to Cognitive Radio (Inproceeding)

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

(Links | BibTeX | Tags: )

Koch, Tobias

A Necessary and Sufficient Condition for the Asymptotic Tightness of the Shannon Lower Bound (Inproceeding)

International Zurich Seminar on Communications, Zurich, 2016.

(BibTeX | Tags: )

Elvira, Victor; Miguez, Joaquin; Djuric, Petar

Online Adaptation of the Number of Particles of Sequential Monte Carlo Methods (Inproceeding)

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

(BibTeX | Tags: )

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

Parallel Metropolis Chains with Cooperative Adaptation (Inproceeding)

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 (Inproceeding)

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

(BibTeX | Tags: )

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

A hierarchical algorithm for causality discovery among atrial fibrillation electrograms (Inproceeding)

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; 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 (Inproceeding)

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

(Abstract | BibTeX | Tags: )

2015

Journal Articles

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 | 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; 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 | 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

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,

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; 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; 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; 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 | 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; 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 | 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; 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; Nielsen, Thomas; 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; 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; 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)

Manzano, Mario; Espinosa, Felipe; Bravo-Santos, Ángel; 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.

(Abstract | Links | BibTeX | Tags: )

Bravo-Santos, Ángel; Djuric,

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 | Tags: Cooperative systems, Detectors, Journal, Mesh networks, Modulation, Relays, spread spectrum communication, Wireless communication)

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.

(Abstract | Links | BibTeX | Tags: atrial fibrillation, biomedical signal processing, Journal)

Varando, Gherardo; Bielza, Concha; Larrañaga, Pedro

Decision boundary for discrete Bayesian network classifiers (Journal Article)

Journal of Machine Learning Research, 2015.

(Abstract | Links | BibTeX | Tags: Bayesian networks, CASI CAM CM, CIG UPM, decision boundary, Journal, Lagrange basis, polynomial, supervised classi cation, threshold function)

Manzano, Mario; Espinosa, Felipe; Bravo-Santos, Ángel; 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.

(Abstract | Links | BibTeX | Tags: Journal)

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.

(Abstract | Links | BibTeX | Tags: atrial fibrillation, biomedical signal processing)

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.

(Abstract | Links | BibTeX | Tags: )

Bravo-Santos, Ángel; Djuric, Petar

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 | Tags: Cooperative systems, Detectors, Mesh networks, Modulation, Relays, spread spectrum communication, Wireless communication)

Inproceedings

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

Infinite Factorial Dynamical Model (Inproceeding)

Advances in Neural Information Processing Systems, pp. 1657–1665, Montreal, 2015.

(Abstract | Links | BibTeX | Tags: CASI CAM CM, GAMMA-L+ UC3M)

Dashi,; Yiu,; Yousefi, Siamak; Perez-Cruz, Fernando; Claussen,

RSSI Localization with Gaussian Processes and Tracking (Inproceeding)

IEEE Globecom, San Diego, 2015.

(Links | BibTeX | Tags: )

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

Bias correction for distributed Bayesian estimators (Inproceeding)

2015 IEEE 6th International Workshop on Computational Advances in Multi-Sensor Adaptive Processing (CAMSAP), pp. 253–256, IEEE, Cancun, 2015, ISBN: 978-1-4799-1963-5.

(Abstract | Links | BibTeX | Tags: Bayes methods, Big data, Distributed databases, Estimation, Probability density function, Wireless Sensor Networks)

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

On Sample Generation and Weight Calculation in Multiple Importance Sampling (Inproceeding)

IEEE Conference on Signals, Systems, and Computers (ASILOMAR 2015), Pacific Groove, 2015.

(Abstract | Links | BibTeX | Tags: )

Acer, Utku Gunay; Boran, Aidan; Forlivesi, Claudio; Liekens, Werner; Perez-cruz, Fernando; Kawsar, Fahim

Sensing WiFi Network for Personal IoT Analytics (Inproceeding)

2015 5th International Conference on the Internet of Things (IOT), pp. 104–111, IEEE, Seoul, 2015, ISBN: 978-1-4673-8056-0.

(Abstract | Links | BibTeX | Tags: Accelerometers, cloud based query server, cloud computing, data transport mechanism, digital signatures, Distance measurement, Internet of Things, internetworking, IoT analytic, Logic gates, Mobile communication, motion signatures, network servers, Probes, proximity ranging algorithm, Search problems, telecommunication network management, WiFi gateway captures, WiFi management probes, WiFi network, wireless LAN)

Luengo, David; Ríos-Muñoz, Gonzalo; Elvira, Victor

Causality analysis of atrial fibrillation electrograms (Inproceeding)

2015 Comput. Cardiol. Conf., pp. 585–588, IEEE, 2015, ISBN: 978-1-5090-0685-4.

(Abstract | Links | BibTeX | Tags: )

Luengo, David; Ríos-Muñoz, Gonzalo; Elvira, Victor

Causality Analysis of Atrial Fibrillation Electrograms (Inproceeding)

Computing in Cardiology, Nice, 2015.

(Links | BibTeX | Tags: )

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

A Bayesian Nonparametric Approach for Blind Multiuser Channel Estimation (Inproceeding)

2015 23rd European Signal Processing Conference (EUSIPCO), pp. 2766–2770, IEEE, Nice, 2015, ISBN: 978-0-9928-6263-3.

(Abstract | Links | BibTeX | Tags: Bayes methods, Bayesian nonparametric, communication systems, factorial HMM, Hidden Markov models, machine-to-machine, multiuser communication, Receiving antennas, Signal to noise ratio, Transmitters)

Santos, Irene; Murillo-Fuentes, Juan Jose; Olmos, Pablo

Block Expectation Propagation Equalization for ISI Channels (Inproceeding)

2015 23rd European Signal Processing Conference (EUSIPCO), pp. 379–383, IEEE, Nice, 2015, ISBN: 978-0-9928-6263-3.

(Abstract | Links | BibTeX | Tags: Approximation algorithms, Approximation methods, BCJR algorithm, channel equalization, Complexity theory, Decoding, Equalizers, expectation propagation, ISI, low complexity, Signal processing algorithms)

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

Parallel interacting Markov adaptive importance sampling (Inproceeding)

2015 23rd European Signal Processing Conference (EUSIPCO), pp. 499–503, IEEE, Nice, 2015, ISBN: 978-0-9928-6263-3.

(Abstract | Links | BibTeX | Tags: Adaptive importance sampling, Bayesian inference, MCMC methods, Monte Carlo methods, Parallel Chains, Probability density function, Proposals, Signal processing, Signal processing algorithms, Sociology)

Olmos, Pablo; Mitchell, David; Costello, Daniel

Analyzing the Finite-Length Performance of Generalized LDPC Codes (Inproceeding)

2015 IEEE International Symposium on Information Theory (ISIT), pp. 2683–2687, IEEE, Hong Kong, 2015, ISBN: 978-1-4673-7704-1.

(Abstract | Links | BibTeX | Tags: BEC, binary codes, binary erasure channel, Block codes, Codes on graphs, Decoding, Differential equations, error probability, finite-length generalized LDPC block codes, finite-length performance analysis, generalized LDPC codes, generalized peeling decoder, GLDPC block codes, graph degree distribution, graph theory, Iterative decoding, parity check codes, protographs)

Stinner, Markus; Olmos, Pablo

Finite-Length Performance of Multi-Edge Protograph-Based Spatially Coupled LDPC Codes (Inproceeding)

2015 IEEE International Symposium on Information Theory (ISIT), pp. 889–893, IEEE, Hong Kong, 2015, ISBN: 978-1-4673-7704-1.

(Abstract | Links | BibTeX | Tags: binary erasure channel, Block codes, Couplings, Decoding, Error analysis, finite length performance, finite-length performance, graph theory, Iterative decoding, low density parity check codes, multiedge protograph, parity check codes, spatially coupled LDPC codes, spatially-coupled LDPC codes, Steady-state)

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

A derivation of the Cost-Constrained Sphere-Packing Exponent (Inproceeding)

2015 IEEE International Symposium on Information Theory (ISIT), pp. 929–933, IEEE, Hong Kong, 2015, ISBN: 978-1-4673-7704-1.

(Links | BibTeX | Tags: Channel Coding, channel-coding cost-constrained sphere-packing exp, continuous channel, continuous memoryless channel, cost constraint, error probability, hypothesis testing, Lead, Memoryless systems, Optimization, per-codeword cost constraint, reliability function, spherepacking exponent, Testing)

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

A Gradient Adaptive Population Importance Sampler (Inproceeding)

2015 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 4075–4079, IEEE, Brisbane, 2015, ISBN: 978-1-4673-6997-8.

(Abstract | Links | BibTeX | Tags: adaptive extensions, adaptive importance sampler, Adaptive importance sampling, gradient adaptive population, gradient matrix, Hamiltonian Monte Carlo, Hessian matrices, Hessian matrix, learning (artificial intelligence), Machine learning, MC methods, Monte Carlo, Monte Carlo methods, population Monte Carlo (PMC), proposal densities, Signal processing, Sociology, statistics, target distribution)

359 entries « 2 of 8 »