Journal Articles

299 registros « 1 de 6 »

2024

Wu, P. -W.; Huang, L.; Ramírez, David; Xiao, Y. -H.; So, H. C.

One-bit spectrum sensing for cognitive radio Artículo de revista

En: IEEE Trans. Signal Process., vol. 72, pp. 549–564, 2024, ISSN: 1053-587X.

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Porras-Segovia, Alejandro; Granda-Beltrán, Ana Maria De; Gallardo, Claudia; Abascal-Peiró, Sofía; Barrigón, María Luisa; Artés-Rodríguez, Antonio; López-Castroman, Jorge; Courtet, Philippe; Baca-García, Enrique

Smartphone-based safety plan for suicidal crisis: The SmartCrisis 2.0 pilot study Artículo de revista

En: Journal of Psychiatric Research, vol. 169, pp. 284-291, 2024, ISSN: 0022-3956.

Resumen | Enlaces | BibTeX | Etiquetas: Ecological momentary intervention, Experience-sampling method, Suicide, Suicide attempt, Suicide ideation, Time-sampling procedures

2023

Xiao, Y. -H.; Huang, L.; Ramírez, David; Qian, C.; So, H. C.

Covariance matrix recovery from one-bit data with non-zero quantization thresholds: Algorithm and performance analysis Artículo de revista

En: IEEE Trans. Signal Process., vol. 71, pp. 4060–4076, 2023, ISSN: 1053-587X.

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Sükei, Emese; Romero-Medrano, Lorena; Leon-Martinez, Santiago; López, Jesús Herrera; Campaña-Montes, Juan José; Olmos, Pablo M; Baca-Garcia, Enrique; Artés-Rodríguez, Antonio

Continuous Assessment of Function and Disability via Mobile Sensing: Real-World Data-Driven Feasibility Study Artículo de revista

En: JMIR Form Res, vol. 7, pp. e47167, 2023, ISSN: 2561-326X.

Resumen | Enlaces | BibTeX | Etiquetas: WHODAS; functional limitations; mobile sensing; passive ecological momentary assessment; predictive modeling; interpretable machine learning; machine learning; disability; clinical outcome

Bonilla-Escribano, P.; Ramírez, David; Baca-García, E.; Courtet, P.; Artés-Rodríguez, A.; López-Castromán, J.

Multidimensional variability in ecological assessments predicts two clusters of suicidal patients Artículo de revista

En: Scientific Reports, vol. 13, no 3546, 2023, ISSN: 2045-2322.

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Peis, Ignacio; Olmos, Pablo M; Artés-Rodríguez, Antonio

Unsupervised learning of global factors in deep generative models Artículo de revista

En: Pattern Recognition, vol. 134, pp. 109130, 2023.

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Moreno-Pino, Fernando; Olmos, Pablo M; Artés-Rodríguez, Antonio

Deep Autoregressive Models with Spectral Attention Artículo de revista

En: Pattern Recognition, pp. 109014, 2023, ISSN: 0031-3203.

Resumen | Enlaces | BibTeX | Etiquetas: Attention models, Deep learning, Filtering, global-local contexts, Signal processing, spectral domain attention, time series forecasting

Romero-Medrano, Lorena; Artés-Rodríguez, Antonio

Multi-Source Change-Point Detection over Local Observation Models Artículo de revista

En: Pattern Recognition, vol. 134, pp. 109116, 2023.

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Guerrero-López, Alejandro; Sevilla-Salcedo, Carlos; Candela, Ana; Hernández-García, Marta; Cercenado, Emilia; Olmos, Pablo M; Cantón, Rafael; Muñoz, Patricia; Gómez-Verdejo, Vanessa; Campo, Rosa

Automatic antibiotic resistance prediction in Klebsiella pneumoniae based on MALDI-TOF mass spectra Artículo de revista

En: Engineering Applications of Artificial Intelligence, vol. 118, pp. 105644, 2023.

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Aguilera, Aurora Cobo; Olmos, Pablo M; Artés-Rodríguez, Antonio; Pérez-Cruz, Fernando

Regularizing transformers with deep probabilistic layers Artículo de revista

En: Neural Networks, 2023, ISSN: 0893-6080.

Resumen | Enlaces | BibTeX | Etiquetas: Deep learning, Missing data, Natural language processing, Regularization, Transformers, Variational auto-encoder

Sedano-Capdevila, Alba; Toledo-Acosta, Mauricio; Barrigon, María Luisa; Morales-González, Eliseo; Torres-Moreno, David; Martínez-Zaldivar, Bolívar; Hermosillo-Valadez, Jorge; Baca-García, Enrique; Aroca, Fuensanta; Artes-Rodriguez, Antonio; Baca-García, Enrique; Berrouiguet, Sofian; Billot, Romain; Carballo-Belloso, Juan Jose; Courtet, Philippe; Gomez, David Delgado; Lopez-Castroman, Jorge; Rodriguez, Mercedes Perez; Aznar-Carbone, Julia; Cegla, Fanny; Gutiérrez-Recacha, Pedro; Izaguirre-Gamir, Leire; Herrera-Sanchez, Javier; Borja, Marta Migoya; Palomar-Ciria, Nora; Martínez, Adela Sánchez-Escribano; Vasquez, Manuel; Vallejo-Oñate, Silvia; Vera-Varela, Constanza; Amodeo-Escribano, Susana; Arrua, Elsa; Bautista, Olga; Barrigón, Maria Luisa; Carmona, Rodrigo; Caro-Cañizares, Irene; Carollo-Vivian, Sonia; Chamorro, Jaime; González-Granado, Marta; Iza, Miren; Jiménez-Giménez, Mónica; López-Gómez, Ana; Mata-Iturralde, Laura; Miguelez, Carolina; Muñoz-Lorenzo, Laura; Navarro-Jiménez, Rocío; Ovejero, Santiago; Palacios, María Luz; Pérez-Fominaya, Margarita; Peñuelas-Calvo, Inmaculada; Pérez-Colmenero, Sonia; Rico-Romano, Ana; Rodriguez-Jover, Alba; SánchezAlonso, Sergio; Sevilla-Vicente, Juncal; Vigil-López, Carolina; Villoria-Borrego, Lucía; Martin-Calvo, Marisa; Alcón-Durán, Ana; Stasio, Ezequiel Di; García-Vega, Juan Manuel; Martín-Calvo, Pedro; Ortega, Ana José; Segura-Valverde, Marta; Bañón-González, Sara María; Crespo-Llanos, Edurne; Codesal-Julián, Rosana; Frade-Ciudad, Ainara; Merino, Elena Hernando; Álvarez-García, Raquel; Coll-Font, Jose Marcos; Antonio, Pablo Portillo-de; Puras-Rico, Pablo; Sedano-Capdevila, Alba; Serrano-Marugán, Leticia

Text mining methods for the characterisation of suicidal thoughts and behaviour Artículo de revista

En: Psychiatry Research, vol. 322, pp. 115090, 2023, ISSN: 0165-1781.

Resumen | Enlaces | BibTeX | Etiquetas: Machine learning, Mobile health, Natural language processing, Suicidal ideation, Suicide, Suicide attempt

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

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, ISSN: 2214-7829.

Resumen | Enlaces | BibTeX | Etiquetas: Attention models, Digital phenotyping, Ecological momentary assessment, In-situ patient monitoring, Time-series modelling, Transfer learning

Yela, Alberto López; Míguez, Joaquín

Polynomial Propagation of Moments in Stochastic Differential Equations Artículo de revista

En: SIAM Journal on Applied Dynamical Systems, vol. 22, no 2, pp. 1153-1181, 2023.

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Bonilla-Escribano, Pablo; Ramírez, David; Baca-García, Enrique; Courtet, Philippe; Artés-Rodríguez, Antonio; López-Castromán, Jorge

Multidimensional variability in ecological assessments predicts two clusters of suicidal patients Artículo de revista

En: Scientific reports, vol. 13, no 1, pp. 3546, 2023.

BibTeX | Etiquetas:

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

Catalog-based atmosphere uncertainty quantification Artículo de revista

En: The Journal of the Astronautical Sciences, vol. 70, no 5, pp. 42, 2023.

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2022

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

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

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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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

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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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.

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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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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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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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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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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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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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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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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

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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2021

Ramírez, David; Marques, Antonio G; Segarra, Santiago

Graph-signal reconstruction and blind deconvolution for structured inputs Artículo de revista

En: Signal Process. (Special issue on Processing and Learning over Graphs), vol. 188, pp. 108180, 2021.

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Martino, Luca; Elvira, Victor; López-Santiago, J; Camps-Valls, Gustau

Compressed Particle Methods for Expensive Models With Application in Astronomy and Remote Sensing Artículo de revista

En: IEEE Transactions on Aerospace and Electronic Systems, vol. 57, no 5, pp. 2607-2621, 2021.

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Ryu, J.; Sükei, Emese; Norbury, Agnes; H. Liu, S.; Campaña-Montes, Juan José; Baca-García, Enrique; Artés-Rodríguez, Antonio; Perez-Rodriguez, Mercedes M

Shift in Social Media App Usage During COVID-19 Lockdown and Clinical Anxiety Symptoms: Machine Learning--Based Ecological Momentary Assessment Study Artículo de revista

En: JMIR Ment Health, vol. 8, no 9, pp. e30833, 2021, ISSN: 2368-7959.

Resumen | Enlaces | BibTeX | Etiquetas: änxiety disorder; COVID-19; social media; public health; digital phenotype; ecological momentary assessment; smartphone; machine learning; hidden Markov model"

Lopez-Morinigo, Javier-David; Barrigón, María Luisa; Porras-Segovia, Alejandro; Ruiz-Ruano, Verónica González; Martínez, Adela Sánchez Escribano; Escobedo-Aedo, P. -J.; Sánchez-Alonso, S.; Mata-Iturralde, L.; Lorenzo, Laura Muñoz; Artés-Rodríguez, Antonio; David, Anthony S; Baca-García, Enrique

Use of Ecological Momentary Assessment Through a Passive Smartphone-Based App (eB2) by Patients With Schizophrenia: Acceptability Study Artículo de revista

En: J Med Internet Res, vol. 23, no 7, pp. e26548, 2021, ISSN: 1438-8871.

Resumen | Enlaces | BibTeX | Etiquetas: ecological momentary assessment; acceptability; schizophrenia spectrum disorders; eB2; digital tools; mental health; schizophrenia; real-time data; patients; digital health; internet; mobile apps

Sükei, Emese; Norbury, Agnes; Perez-Rodriguez, Mercedes M; Olmos, Pablo M; Artés-Rodríguez, Antonio

Predicting Emotional States Using Behavioral Markers Derived From Passively Sensed Data: Data-Driven Machine Learning Approach Artículo de revista

En: JMIR Mhealth Uhealth, vol. 9, no 3, pp. e24465, 2021, ISSN: 2291-5222.

Resumen | Enlaces | BibTeX | Etiquetas: mental health; affect; mobile health; mobile phone; digital phenotype; machine learning; Bayesian analysis; probabilistic models; personalized models

Lopez-Castroman, Jorge; Abad-Tortosa, Diana; Aguilera, Aurora Cobo; Courtet, Philippe; Barrigón, Maria Luisa; Artés-Rodríguez, Antonio; Baca-García, Enrique

Psychiatric Profiles of eHealth Users Evaluated Using Data Mining Techniques: Cohort Study Artículo de revista

En: JMIR Ment Health, vol. 8, no 1, pp. e17116, 2021, ISSN: 2368-7959.

Resumen | Enlaces | BibTeX | Etiquetas: mental disorders; suicide prevention; suicidal ideation; data mining; digital phenotyping

Rust, Romana; Xydis, Achilleas; Heutschi, Kurt; Perraudin, Nathanael; Casas, Gonzalo; Du, Chaoyu; Strauss, Jürgen; Eggenschwiler, Kurt; Perez-Cruz, Fernando; Gramazio, Fabio; Kohler, Matthias

A data acquisition setup for data driven acoustic design Artículo de revista

En: Building Acoustics, vol. 28, no 4, pp. 345-360, 2021, (1. sco. 2. Yes. 3. No. 4. . 5. . 6. Yes. 7. . 8. Published. 9. . 10. .).

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Porras-Segovia, Alejandro; Cobo, Aurora; Díaz-Oliván, Isaac; Artés-Rodríguez, Antonio; Berrouiguet, Sofian; Lopez-Castroman, Jorge; Courtet, Philippe; Barrigón, Maria Luisa; Oquendo, María A; Baca-García, Enrique

Disturbed sleep as a clinical marker of wish to die: A smartphone monitoring study over three months of observation Artículo de revista

En: Journal of Affective Disorders, 2021, ISSN: 0165-0327.

Resumen | Enlaces | BibTeX | Etiquetas: Mhealth, Sleep, Smartphone, Suicide, Suicide attempt, Suicide ideation

Landwehr, Sebastian; Volpi, Michele; Haumann, Alexander; Robinson, Charlotte Mary; Thurnherr, Iris; Ferracci, Valerio; Baccarini, Andrea; Thomas, Jenny; Gorodetskaya, Irina V.; Tatzelt, Christian; Henning, Silvia; Modini, Robin L.; Forrer, Heather J.; Lin, Yajuan; Cassar, Nicolas; Simó, Rafel; Hassler, Christel S.; Moallemi, Alireza; Fawcett, Sarah E.; Harris, Neil R. P.; Airs, Ruth; Derkani, Marzieh H.; Alberello, Alberto; Toffoli, Alessandro; Chen, G; Rodríguez-Ros, P.; Campos, Marina Zamanillo; Cortes, Pau; Xue, Lei; Bolas, Conor G.; Leonard, Katherine C.; Perez-Cruz, Fernando; Walton, David; Schmale, Julia

Exploring the coupled ocean and atmosphere system with a data science approach applied to observations from the Antarctic Circumnavigation Expedition Artículo de revista

En: 2021.

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Li, Sichen; Zacharias, Mélissa; Snuverink, Jochem; de Portugal, Jaime Coello; Perez-Cruz, Fernando; Reggiani, Davide; Adelmann, Andreas

A Novel Approach for Classification and Forecasting of Time Series in Particle Accelerators Artículo de revista

En: Information, vol. 12, no 3, 2021, ISSN: 2078-2489.

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299 registros « 1 de 6 »