All Publications

518 registros « 11 de 11 »

2008

Rodrigues, Miguel R D; Perez-Cruz, Fernando; Verdu, Sergio

Multiple-Input Multiple-Output Gaussian Channels: Optimal Covariance for Non-Gaussian Inputs Artículo en actas

En: 2008 IEEE Information Theory Workshop, pp. 445–449, IEEE, Porto, 2008, ISBN: 978-1-4244-2269-2.

Resumen | Enlaces | BibTeX | Etiquetas: Binary phase shift keying, covariance matrices, Covariance matrix, deterministic MIMO Gaussian channel, fixed-point equation, Gaussian channels, Gaussian noise, Information rates, intersymbol interference, least mean squares methods, Magnetic recording, mercury-waterfilling power allocation policy, MIMO, MIMO communication, minimum mean-squared error, MMSE, MMSE matrix, multiple-input multiple-output system, Multiple-Input Multiple-Output Systems, Mutual information, Optimal Input Covariance, Optimization, Telecommunications

Vazquez, Manuel A; Miguez, Joaquin

A Per-Survivor Processing Algorithm for Maximum Likelihood Equalization of MIMO Channels with Unknown Order Artículo en actas

En: 2008 International ITG Workshop on Smart Antennas, pp. 387–391, IEEE, Vienna, 2008, ISBN: 978-1-4244-1756-8.

Resumen | Enlaces | BibTeX | Etiquetas: Channel estimation, channel impulse response, computational complexity, Computer science education, Computer Simulation, Degradation, Frequency, frequency-selective multiple-input multiple-output, maximum likelihood detection, maximum likelihood equalization, maximum likelihood estimation, maximum likelihood sequence detection, maximum likelihood sequence estimation, MIMO, MIMO channels, MIMO communication, per-survivor processing algorithm, time-selective channels, Transmitting antennas

Leiva-Murillo, Jose M; Artés-Rodríguez, Antonio

Algorithms for Gaussian Bandwidth Selection in Kernel Density Estimators Artículo en actas

En: NIPS 2008, Workshop on Optimization for Machine Learning Vancouver, Vancouver, 2008.

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de-Prado-Cumplido, Mario Mario; Artés-Rodríguez, Antonio

SVM Discovery of Causation Direction by Machine Learning Techniques Artículo en actas

En: NIPS’08, Workshop on Causality, Vancouver, 2008.

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Ruiz, Manuel Martinez; Artés-Rodríguez, Antonio; Sabatini, R

Progressive Still Image Transmission over a Tactical Data Link Network Artículo en actas

En: RTO 2008 Information Systems Technology Panel (IST) Symposium, Praga, 2008.

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Bravo-Santos, Ángel M

Multireception Systems in Mobile Environments Artículo en actas

En: 2008 International Workshop on Advances in Communications, Victoria BC, 2008.

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Plata-Chaves, Jorge; Lázaro, Marcelino; Artés-Rodríguez, Antonio

Decentralized Detection in a Dense Wireless Sensor Network with Correlated Observations Artículo en actas

En: International Workshop on Information Theory for Sensor Networks (WITS 2008), Santorini, 2008.

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Santiago-Mozos, Ricardo; Fernandez-Lorenzana, R; Perez-Cruz, Fernando; Artés-Rodríguez, Antonio

On the Uncertainty in Sequential Hypothesis Testing Artículo en actas

En: 2008 5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, pp. 1223–1226, IEEE, Paris, 2008, ISBN: 978-1-4244-2002-5.

Resumen | Enlaces | BibTeX | Etiquetas: binary hypothesis test, Biomedical imaging, Detectors, H infinity control, likelihood ratio, Medical diagnostic imaging, medical image application, medical image processing, Medical tests, patient diagnosis, Probability, Random variables, Sequential analysis, sequential hypothesis testing, sequential probability ratio test, Signal processing, Testing, tuberculosis diagnosis, Uncertainty

Vila-Forcen, J E; Artés-Rodríguez, Antonio; Garcia-Frias, J

Compressive Sensing Detection of Stochastic Signals Artículo en actas

En: 2008 42nd Annual Conference on Information Sciences and Systems, pp. 956–960, IEEE, Princeton, 2008, ISBN: 978-1-4244-2246-3.

Resumen | Enlaces | BibTeX | Etiquetas: Additive white noise, AWGN, compressive sensing detection, dimensionality reduction techniques, Distortion measurement, Gaussian noise, matrix algebra, Mutual information, optimized projections, projection matrix, signal detection, Signal processing, signal reconstruction, Stochastic processes, stochastic signals, Support vector machine classification, Support vector machines, SVM

Perez-Cruz, Fernando

Estimation of Information Theoretic Measures for Continuous Random Variables Artículo en actas

En: Advances in Neural Information Processing Systems, pp. 1257–1264, Vancouver, 2008.

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Perez-Cruz, Fernando; Murillo-Fuentes, Juan Jose; Caro, S

Nonlinear Channel Equalization With Gaussian Processes for Regression Artículo de revista

En: IEEE Transactions on Signal Processing, vol. 56, no. 10, pp. 5283–5286, 2008, ISSN: 1053-587X.

Resumen | Enlaces | BibTeX | Etiquetas: Channel estimation, digital communications receivers, equalisers, equalization, Gaussian processes, kernel adaline, least mean squares methods, maximum likelihood estimation, nonlinear channel equalization, nonlinear equalization, nonlinear minimum mean square error estimator, regression, regression analysis, short training sequences, Support vector machines

Baca-García, Enrique; Perez-Rodriguez, Mercedes M; Basurte-Villamor, Ignacio; Quintero-Gutierrez, Javier F; Sevilla-Vicente, Juncal; Martinez-Vigo, Maria; Artés-Rodríguez, Antonio; del Moral, Antonio Fernandez L; Jimenez-Arriero, Miguel A; de Rivera, Jose Gonzalez L

Patterns of Mental Health Service Utilization in a General Hospital and Outpatient Mental Health Facilities: Analysis of 365,262 Psychiatric Consultations Artículo de revista

En: European archives of psychiatry and clinical neuroscience, vol. 258, no. 2, pp. 117–123, 2008, ISSN: 0940-1334.

Resumen | Enlaces | BibTeX | Etiquetas: 80 and over, Adolescent, Adult, Age Distribution, Aged, Ambulatory Care, Ambulatory Care: statistics & numerical data, Ambulatory Care: utilization, Child, Diagnosis-Related Groups, Female, General, General: statistics & numerical data, General: utilization, Health Care Costs, Health Care Costs: statistics & numerical data, Health Services Accessibility, Health Services Accessibility: statistics & numeri, Health Services Needs and Demand, Health Services Needs and Demand: statistics & num, Hospitals, Humans, Male, Mental Disorders, Mental Disorders: classification, Mental Disorders: diagnosis, Mental Disorders: epidemiology, Mental Disorders: therapy, Mental Health Services, Mental Health Services: economics, Mental Health Services: utilization, Middle Aged, Outcome and Process Assessment (Health Care), Preschool, Psychiatry, Psychiatry: economics, Psychiatry: statistics & numerical data, Sex Distribution, Spain, Spain: epidemiology, Utilization Review, Utilization Review: statistics & numerical data

Perez-Cruz, Fernando; Murillo-Fuentes, Juan Jose

Digital Communication Receivers Using Gaussian Processes for Machine Learning Artículo de revista

En: EURASIP Journal on Advances in Signal Processing, vol. 2008, no. 1, pp. 1–13, 2008, ISSN: 1687-6172.

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Leiva-Murillo, Jose M; Salcedo-Sanz, Sancho; Gallardo-Antolín, Ascensión; Artés-Rodríguez, Antonio

A Simulated Annealing Approach to Speaker Segmentation in Audio Databases Artículo de revista

En: Engineering Applications of Artificial Intelligence, vol. 21, no. 4, pp. 499–508, 2008.

Resumen | Enlaces | BibTeX | Etiquetas: Audio indexing, information theory, Simulated annealing, Speaker segmentation

Vazquez, Manuel A; Bugallo, Monica F; Miguez, Joaquin

Sequential Monte Carlo Methods for Complexity-Constrained MAP Equalization of Dispersive MIMO Channels Artículo de revista

En: Signal Processing, vol. 88, no. 4, pp. 1017–1034, 2008.

Resumen | Enlaces | BibTeX | Etiquetas: joint channel and data estimation, Multiple Input Multiple Output (MIMO), Sequential Monte Carlo (SMC)

2007

Leiva-Murillo, Jose M; Artés-Rodríguez, Antonio

Maximization of Mutual Information for Supervised Linear Feature Extraction Artículo de revista

En: IEEE Transactions on Neural Networks, vol. 18, no. 5, pp. 1433–1441, 2007, ISSN: 1045-9227.

Resumen | Enlaces | BibTeX | Etiquetas: Algorithms, Artificial Intelligence, Automated, component-by-component gradient-ascent method, Computer Simulation, Data Mining, Entropy, Feature extraction, gradient methods, gradient-based entropy, Independent component analysis, Information Storage and Retrieval, information theory, Iron, learning (artificial intelligence), Linear discriminant analysis, Linear Models, Mutual information, Optimization methods, Pattern recognition, Reproducibility of Results, Sensitivity and Specificity, supervised linear feature extraction, Vectors

0000

Pradier, Melanie F.; Hyland, Stephanie L.; Stark, Stefan G.; Lehmann, Kjong; Vogt, Julia E.; Perez-Cruz, Fernando; Rätsch, Gunnar

A Bayesian Nonparametric Approach to Discover Clinico-Genetic Associations across Cancer Types Artículo de revista En preparación

En: En preparación.

Enlaces | BibTeX | Etiquetas: Bayesian non parametrics

Mariño, Inés P.; Pérez-Vieites, Sara; Míguez, Joaquín

Parameter Estimation and State Forecasting in Meteorological Models Conferencia

BOOK OF ABSTRACTS, 0000, (The 6th International Conference on Complex Networks & Their Applications. Nov. 29 - Dec. 01, 2017, Lyon (France)).

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518 registros « 11 de 11 »