All Publications

658 registros « 2 de 14 »

2023

Cano, Alejandro; Pastor, Alejandro; Escobar, Diego; Míguez, Joaquín; Sanjurjo-Rivo, Manuel

Covariance determination for improving uncertainty realism in orbit determination and propagation Artículo de revista

En: Advances in Space Research, vol. 72, no 7, pp. 2759–2777, 2023.

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Ramírez, David; Santamaría, I.; Scharf, L. L.

Coherence: In Signal Processing and Machine Learning Libro

1st, Springer Nature, 2023.

Enlaces | BibTeX | Etiquetas:

Stanton, G.; Wang, H.; Ramírez, David; Santamaria, I.; Scharf, L. L.

Identifiability of multi-channel factor analysis Proceedings Article

En: Proc. Asilomar Conf. Signals, Syst. and Computers, Pacific Grove, USA, 2023.

BibTeX | Etiquetas:

Ramírez, David; Santamaría, I.; Scharf, L. L.

Passive detection of rank-one Gaussian signals for known channel subspaces and arbitrary noise Proceedings Article

En: Proc. IEEE Int. Conf. Acoustics, Speech and Signal Process., Rhodes, Greece, 2023.

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Galdo, Antía López; Guerrero-López, Alejandro; Olmos, Pablo M; García, María Jesús Gómez

Detecting train driveshaft damages using accelerometer signals and Differential Convolutional Neural Networks Artículo de revista

En: Engineering Applications of Artificial Intelligence, vol. 126, pp. 106840, 2023, ISSN: 0952-1976.

Resumen | Enlaces | BibTeX | Etiquetas: Condition monitoring, Convolutional Neural Networks, Crack detection, Deep learning, Railway axles, Vibration signal

Martínez-García, María; Olmos, Pablo M

Handling Ill-Conditioned Omics Data With Deep Probabilistic Models Artículo de revista

En: IEEE Journal of Biomedical and Health Informatics, vol. 27, no 9, pp. 4601-4610, 2023.

Enlaces | BibTeX | Etiquetas: Data models;Biological system modeling;Probabilistic logic;Bayes methods;Bioinformatics;Mars;Feature extraction;Bayesian;classification;deep generative model;dimensionality reduction;latent space model;missing data;semi-supervised;VAE

Sánchez-Martín, Pablo; Olmos, Pablo M; Perez-Cruz, Fernando

Enhancing diversity in GANs via non-uniform sampling Artículo de revista

En: Information Sciences, vol. 637, pp. 118928, 2023, ISSN: 0020-0255.

Resumen | Enlaces | BibTeX | Etiquetas: Deep generative models, Generative adversarial networks, Mode-collapse

Ngo, Khac-Hoang; Lancho, Alejandro; Durisi, Giuseppe; Amat, Alexandre Graell

Unsourced Multiple Access With Random User Activity Miscelánea

2023.

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Fengler, Alexander; Lancho, Alejandro; Narayanan, Krishna; Polyanskiy, Yury

On the Advantages of Asynchrony in the Unsourced MAC Miscelánea

2023.

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Lancho, Alejandro; Weiss, Amir; Lee, Gary CF

Mini RF Challenge Miscelánea

urlhttps://kaggle.com/competitions/mini-rf-challenge, 2023, (Kaggle).

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Weiss, Amir; Lancho, Alejandro; Bu, Yuheng; Wornell, Gregory W.

A Bilateral Bound on the Mean-Square Error for Estimation in Model Mismatch Miscelánea

2023.

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Weiss, Amir; Lancho, Alejandro; Bu, Yuheng; Wornell, Gregory W.

A Bilateral Bound on the Mean-Square Error for Estimation in Model Mismatch Miscelánea

2023.

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Fengler, Alexander; Lancho, Alejandro; Narayanan, Krishna; Polyanskiy, Yury

On the Advantages of Asynchrony in the Unsourced MAC Miscelánea

2023.

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Lancho, Alejandro; Weiss, Amir; Lee, Gary CF

Mini RF Challenge Miscelánea

urlhttps://kaggle.com/competitions/mini-rf-challenge, 2023, (Kaggle).

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Fengler, Alexander; Lancho, Alejandro; Polyanskiy, Yury

Coded Orthogonal Modulation for the Multi-Antenna Multiple-Access Channel Miscelánea

2023.

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Rama, Óscar Jiménez; Moreno-Pino, Fernando; Ramírez, David; Olmos, Pablo M.

Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering Miscelánea

2023.

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Sükei, Emese; Leon-Martinez, Santiago; Olmos, Pablo; Rodríguez, Antonio Artés

Automatic patient functionality assessment from multimodal data using deep learning techniques – Development and feasibility evaluation Artículo de revista

En: Internet Interventions, vol. 33, pp. 100657, 2023.

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Sánchez-Martín, Pablo; Olmos, Pablo M.; Perez-Cruz, Fernando

Enhancing diversity in GANs via non-uniform sampling Artículo de revista

En: Information Sciences, vol. 637, pp. 118928, 2023, ISSN: 0020-0255.

Resumen | Enlaces | BibTeX | Etiquetas: Deep generative models, Generative adversarial networks, Mode-collapse

2022

Lancho, Alejandro; Weiss, Amir; Lee, Gary C. F.; Tang, Jennifer; Bu, Yuheng; Polyanskiy, Yury; Wornell, Gregory W.

Data-Driven Blind Synchronization and Interference Rejection for Digital Communication Signals Proceedings Article

En: GLOBECOM 2022 - 2022 IEEE Global Communications Conference, pp. 2296–2302, IEEE, 2022.

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Lee, Gary C. F.; Weiss, Amir; Lancho, Alejandro; Tang, Jennifer; Bu, Yuheng; Polyanskiy, Yury; Wornell, Gregory W.

Exploiting Temporal Structures of Cyclostationary Signals for Data-Driven Single-Channel Source Separation Proceedings Article

En: 2022 IEEE 32nd International Workshop on Machine Learning for Signal Processing (MLSP), pp. 1–6, IEEE, 2022.

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Pillitteri, I.; Micela, G; Maggio, A.; Sciortino, S; López-Santiago, J

X-ray variability of HD 189733 across eight years of XMM-Newton observations Artículo de revista

En: Astronomy and Astrophysics, vol. 660, pp. A75, 2022.

Enlaces | BibTeX | Etiquetas: Astrophysics - Earth and Planetary Astrophysics, Astrophysics - High Energy Astrophysical Phenomena, Astrophysics - Solar and Stellar Astrophysics, planetary systems, stars: activity, stars: flare, stars: individual: HD 189733, X-rays: stars

Vázquez, Manuel A; Pereira-Delgado, Jorge; Cid-Sueiro, J; Arenas-García, Jerónimo

Validation of scientific topic models using graph analysis and corpus metadata Artículo de revista

En: Scientometrics, pp. 1–18, 2022.

BibTeX | Etiquetas: yo

Xiao, Y -H; Ramírez, David; Schreier, Peter J; Qian, C.; Huang, L.

One-bit target detection in collocated MIMO Radar and performance degradation analysis Artículo de revista

En: IEEE Trans. Vehicular Techn. (To appear), 2022, ISSN: 0018-9545.

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Ravi, Jithin; Koch, Tobias

Scaling Laws for Gaussian Random Many-Access Channels Artículo de revista

En: IEEE Transactions on Information Theory, vol. 68, no 4, pp. 2429-2459, 2022.

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Porras-Segovia, Alejandro; Díaz-Oliván, Isaac; Barrigón, Maria Luisa; Moreno, Manon; Artés-Rodríguez, Antonio; Perez-Rodriguez, Mercedes M; Baca-García, Enrique

Real-world feasibility and acceptability of real-time suicide risk monitoring via smartphones: A 6-month follow-up cohort Artículo de revista

En: Journal of Psychiatric Research, vol. 149, pp. 145-154, 2022, ISSN: 0022-3956.

Resumen | Enlaces | BibTeX | Etiquetas: Ecological momentary assessment, eHealth, Mhealth, Suicide, Suicide attempt, Suicide ideation

Romero-Medrano, Lorena; Moreno-Muñoz, P; Artés-Rodríguez, Antonio

Multinomial Sampling of Latent Variables for Hierarchical Change-Point Detection Artículo de revista

En: Journal of Signal Processing Systems, vol. 94, no 2, pp. 215–227, 2022.

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Barrejón, Daniel; Olmos, Pablo M; Artés-Rodríguez, Antonio

Medical Data Wrangling With Sequential Variational Autoencoders Artículo de revista

En: IEEE Journal of Biomedical and Health Informatics, vol. 26, no 6, pp. 2737-2745, 2022.

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Llorente, Fernando; Martino, Luca; Curbelo, E.; López-Santiago, J; Delgado, David

On the safe use of prior densities for Bayesian model selection Artículo de revista

En: WIREs Computational Statistics, 2022.

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Cano, Alejandro; Pastor, Alejandro; Escobar, Diego; Míguez, Joaquín; Sanjurjo-Rivo, Manuel

Covariance determination for improving uncertainty realism in orbit determination and propagation Artículo de revista

En: Advances in Space Research, 2022, ISSN: 0273-1177.

Resumen | Enlaces | BibTeX | Etiquetas: Chi-square distribution, Covariance determination, Covariance realism, Cramer-von-Mises, Kolmogorov–Smirnov, Mahalanobis distance, Space situational awareness, Uncertainty realism

Escudero-Vilaplana, Vicente; Romero-Medrano, Lorena; Villanueva-Bueno, Cristina; de Diago, Marta Rodríguez; Yánez-Montesdeoca, Alberto; Collado-Borrell, Roberto; Campaña-Montes, Juan José; Marzal-Alfaro, Belén; Revuelta-Herrero, José Luis; Calles, Antonio; Galera, Mar; Álvarez, Rosa; Herranz, Ana; Sanjurjo, María; Artés-Rodríguez, Antonio

Smartphone-Based Ecological Momentary Assessment for the Measurement of the Performance Status and Health-Related Quality of Life in Cancer Patients Under Systemic Anticancer Therapies: Development and Acceptability of a Mobile App Artículo de revista

En: Frontiers in oncology, vol. 12, pp. 880430, 2022, ISSN: 2234-943X.

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de León, Santiago; Ruiz, Marta; Parra-Vargas, Elena; Chicchi-Giglioli, Irene; Courtet, Philippe; López-Castromán, Jorge; Artés-Rodríguez, Antonio; Baca-Garcia, Enrique; Porras-Segovia, Alejandro; Barrigon, Maria Luisa

Virtual reality and speech analysis for the assessment of impulsivity and decision-making: protocol for a comparison with neuropsychological tasks and self-administered questionnaires Artículo de revista

En: BMJ Open, vol. 12, no 7, 2022, ISSN: 2044-6055.

Resumen | Enlaces | BibTeX | Etiquetas:

Zhang, Ciyuan; Wang, Su; Aggarwal, Vaneet; Peleato, Borja

Coded Caching with Heterogeneous User Profiles Artículo de revista

En: IEEE Transactions on Information Theory, pp. 1-1, 2022.

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Chang, Chih-Hua; Peleato, Borja; Wang, Chih-Chun

Coded Caching with Full Heterogeneity: Exact Capacity of The Two-User/Two-File Case Artículo de revista

En: IEEE Transactions on Information Theory, pp. 1-1, 2022.

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Pantoja-Rosero, B. G.; Achanta, R.; Kozinski, M.; Fua, P.; Perez-Cruz, Fernando; Beyer, K.

Generating LOD3 building models from structure-from-motion and semantic segmentation Artículo de revista

En: Automation in Construction, vol. 141, pp. 104430, 2022, ISSN: 0926-5805.

Resumen | Enlaces | BibTeX | Etiquetas: 3D building models, Deep learning, Digital twin, LOD models, Masonry buildings, Structure from motion

Pantoja-Rosero, B. G.; Oner, D.; Kozinski, M.; Achanta, R.; Fua, P.; Perez-Cruz, Fernando; Beyer, K.

TOPO-Loss for continuity-preserving crack detection using deep learning Artículo de revista

En: Construction and Building Materials, vol. 344, pp. 128264, 2022, ISSN: 0950-0618.

Resumen | Enlaces | BibTeX | Etiquetas: Crack detection, Deep learning, Masonry buildings, Post-earthquake assessment

Pérez-Guillén, C.; Techel, Frank; Hendrick, M.; Volpi, Michele; Herwijnen, A.; Olevski, T.; Obozinski, G.; Perez-Cruz, Fernando; Schweizer, J.

Data-driven automated predictions of the avalanche danger level for dry-snow conditions in Switzerland Artículo de revista

En: Natural Hazards and Earth System Sciences, vol. 22, no 6, pp. 2031–2056, 2022.

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Zhang, Michael Minyi; Williamson, Sinead A.; Perez-Cruz, Fernando

Accelerated parallel non-conjugate sampling for Bayesian non-parametric models Artículo de revista

En: Stat. Comput., vol. 32, no 3, pp. 50, 2022.

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Jadoon, Muhammad Awais; Pastore, Adriano; Navarro, Monica; Perez-Cruz, Fernando

Deep Reinforcement Learning for Random Access in Machine-Type Communication Proceedings Article

En: 2022 IEEE Wireless Communications and Networking Conference (WCNC), pp. 2553-2558, 2022.

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Klimovskaia, Anna; Lafci, Berkan; Ozdemir, Firat; Davoudi, Neda; Dean-Ben, Xose Luis; Perez-Cruz, Fernando; Razansky, Daniel

Signal Domain Learning Approach for Optoacoustic Image Reconstruction from Limited View Data Proceedings Article

En: Medical Imaging with Deep Learning, 2022.

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Coll, Andreu Blasco; Vazquez-Vilar, Gonzalo; Fonollosa, Javier Rodríguez

Generalized Perfect Codes for Symmetric Classical-Quantum Channels Artículo de revista

En: IEEE Transactions on Information Theory, vol. 68, no 9, pp. 5923-5936, 2022.

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Cano, Alejandro; Pastor, Alejandro; Fernández, Sergio; Míguez, Joaquín; Sanjurjo-Rivo, Manuel; Escobar, Diego

Improving Orbital Uncertainty Realism Through Covariance Determination in GEO Artículo de revista

En: The Journal of the Astronautical Sciences, vol. 69, no 5, pp. 1394–1420, 2022.

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Barrigon, Maria Luisa; Porras-Segovia, Alejandro; Courtet, Philippe; Lopez-Castroman, Jorge; Berrouiguet, Sofian; Pérez-Rodríguez, María-Mercedes; Artés-Rodríguez, Antonio; Baca-Garcia, Enrique

Smartphone-based Ecological Momentary Intervention for secondary prevention of suicidal thoughts and behaviour: protocol for the SmartCrisis V. 2.0 randomised clinical trial Artículo de revista

En: BMJ open, vol. 12, no 9, pp. e051807, 2022.

BibTeX | Etiquetas:

Porras-Segovia, Alejandro; Moreno, Manon; Barrigón, María Luisa; Castroman, Jorge López; Courtet, Philippe; Berrouiguet, Sofian; Artés-Rodríguez, Antonio; Baca-García, Enrique

Six-month clinical and ecological momentary assessment follow-up of patients at high risk of suicide: a survival analysis Artículo de revista

En: The Journal of Clinical Psychiatry, vol. 84, no 1, pp. 44594, 2022.

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Sevilla-Salcedo, Carlos; Guerrero-López, Alejandro; Olmos, Pablo M; Gómez-Verdejo, Vanessa

Bayesian sparse factor analysis with kernelized observations Artículo de revista

En: Neurocomputing, vol. 490, pp. 66–78, 2022.

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Sevilla, Paula Muñiz; Martínez-García, María; Kwon, Mi; Bailén, Rebeca; Oarbeascoa, Gillen; Carbonell, Diego; González, Julia Suárez; Lavilla, María Chicano; Andres, Cristina; Triviño, Juan Carlos; Anguita, Javier; Díez-Martín, José Luis; Olmos, Pablo M; Martinez-Laperche, Carolina; Buño, Ismael

Identification of Predictive Models Including Polymorphisms in Cytokines Genes Associated with Post-Transplant Complications after Identical HLA-Allogeneic Stem Cell Transplantation Artículo de revista

En: Blood, vol. 140, no Supplement 1, pp. 4795-4796, 2022, ISSN: 0006-4971.

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Harsha, K. V.; Ravi, Jithin; Koch, Tobias

Second-Order Asymptotics of Hoeffding-Like Hypothesis Tests Proceedings Article

En: 2022 IEEE Information Theory Workshop (ITW), pp. 654-659, 2022.

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Kislal, A. Oguz; Lancho, Alejandro; Durisi, Giuseppe; Ström, Erik G.

Efficient evaluation of the error probability for pilot-assisted finite-blocklength transmission Proceedings Article

En: 2022 56th Asilomar Conference on Signals, Systems, and Computers, pp. 1038-1044, 2022.

Enlaces | BibTeX | Etiquetas: Fading channels;Computers;Monte Carlo methods;Upper bound;Error probability;Symbols;Channel estimation

Ngo, Khac-Hoang; Lancho, Alejandro; Durisi, Giuseppe; Amat, Alexandre Graell

Massive Uncoordinated Access With Random User Activity Miscelánea

2022.

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Lancho, Alejandro; Fengler, Alexander; Polyanskiy, Yury

Finite-Blocklength Results for the A-channel: Applications to Unsourced Random Access and Group Testing Miscelánea

2022.

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Pérez, J.; Vía, Javier; Vielva, L.; Ramírez, David

Online detection and SNR estimation in cooperative spectrum sensing Artículo de revista

En: IEEE Trans. Wireless Comm., vol. 21, no 4, pp. 2521–2533, 2022, ISSN: 1536-1276.

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658 registros « 2 de 14 »