The data shown for the Universidad Carlos III de Madrid are partial, as they are intended to answer 2 questions:

  • Who is researching a specific topic?
  • What is an expert, group or particular department researching?

The search results will adhere to the following limits: active Researchers at Carlos III University of Madrid, Projects since 2006 and Publications, Theses, Patents and Software since 2008.

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Author profile at the institutional portal

Artes Rodriguez, Antonio aartes@ing.uc3m.es

Teoría de la Señal y Comunicaciones / Universidad Carlos III de Madrid

Publications

Open Access

Emotion forecasting: A transformer-based approach

  • Paz Arbaizar, Leire
  • Lopez Castroman, Jorge
  • Artes Rodriguez, Antonio
  • Martinez Olmos, Pablo
  • Ramirez Garcia, David

JOURNAL OF MEDICAL INTERNET RESEARCH (p. e63962-1-e63962-19) - 3/2025

https://doi.org/10.2196/63962 View at source

  • EISSN 1438-8871
  • ISSN 1439-4456

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

  • Porras-Segovia, Alejandro
  • Granda-Beltr, Ana Maria De
  • Gallardo, Claudia
  • Abascal-Peiro, Sofia
  • Barrigon, Maria Luisa
  • Artes-Rodriguez, Antonio
  • Lopez-Castroman, Jorge
  • Courtet, Philippe
  • Baca-Garcia, Enrique
... View more Collapse

Journal Of Psychiatric Research (p. 284-291) - 1/1/2024

10.1016/j.jpsychires.2023.11.039 View at source

  • EISSN 1879-1379
  • ISSN 0022-3956
Open Access

Automatic patient functionality assessment from multimodal data using deep learning techniques &- Development and feasibility evaluation

  • Sükei, Emese
  • Leon-martinez, Santiago De
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

Internet Interventions-The Application of Information Technology in Mental and Behavioural Health (p. 100657-1-100657-9) - 9/2023

https://doi.org/10.1016/j.invent.2023.100657 View at source

  • ISSN 2214-7829

Regularizing transformers with deep probabilistic layers

  • Aguilera, Aurora Cobo
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio
  • Perez Cruz, Fernando

NEURAL NETWORKS - 4/2023

https://doi.org/10.1016/j.neunet.2023.01.032 View at source

  • EISSN 1879-2782
  • ISSN 0893-6080

Text mining methods for the characterisation of suicidal thoughts and behavior

  • Barrigon, Maria Luisa
  • Baca Garcia, Enrique
  • Artes Rodriguez, Antonio

PSYCHIATRY RESEARCH - 4/2023

https://doi.org/10.1016/j.psychres.2023.115090 View at source

  • EISSN 1872-7123
  • ISSN 0165-1781
Open Access

Multidimensional variability in ecological assessments predicts two clusters of suicidal patients

  • Bonilla-Escribano, P
  • Ramirez, D
  • Baca-Garcia, E
  • Courtet, P
  • Artes-Rodriguez, A
  • Lopez-Castroman, J

Scientific Reports (p. 1-14) - 2/3/2023

https://doi.org/10.1038/s41598-023-30085-1 View at source

  • ISSN 2045-2322
Open Access

Unsupervised learning of global factors in deep generative models

  • Peis Aznarte, Ignacio
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

PATTERN RECOGNITION (p. 1-12) - 2/2023

10.1016/j.patcog.2022.109130 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203
Open Access

Multi-source change-point detection over local observation models

  • Romero Medrano, Lorena
  • Artes Rodriguez, Antonio

PATTERN RECOGNITION (p. 1-11) - 2/2023

https://doi.org/10.1016/j.patcog.2022.109116 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203

Deep autoregressive models with spectral attention

  • Moreno Pino, Fernando
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio

PATTERN RECOGNITION (p. 1-12) - 1/2023

https://doi.org/10.1016/j.patcog.2022.109014 View at source

  • EISSN 1873-5142
  • ISSN 0031-3203
Open Access

One-Week Suicide Risk Prediction Using Real-Time Smartphone Monitoring: Prospective Cohort Study

  • Luisa Barrigon, Maria
  • Romero-Medrano, Lorena
  • Moreno-Munoz, Pablo
  • Porras-Segovia, Alejandro
  • Lopez-Castroman, Jorge
  • Courtet, Philippe
  • Artes-Rodriguez, Antonio
  • Baca-Garcia, Enrique
... View more Collapse

Journal Of Medical Internet Research (p. 1-11) - 1/1/2023

10.2196/43719 View at source

  • EISSN 1438-8871
  • ISSN 1439-4456

This researcher has no books.

Open Access

Ecological Momentary Assessment for Monitoring Risk of Suicide Behavior. In: Behavioral Neurobiology of Suicide and Self Harm

  • Carretero, Patricia
  • Campaña Montes, Juan Jose
  • Artes Rodriguez, Antonio

Behavioral Neurobiology of Suicide and Self Harm (p. 229-245) - 8/2020

Editor: SPRINGER

https://doi.org/10.1007/7854_2020_170 View at source

  • ISBN 978-3-030-57573-1

Pending challenges to e-mental health in the COVID-19 era: Acceptability of a smartphone-based ecological momentary assessment application among patients with schizophrenia spectrum disorders

  • López Morinigo, J.d
  • María Luisa, B.e
  • Sánchez-escribano Martínez, A.
  • Escobedo Aedo, P.j.
  • González Ruiz-ruano, V.
  • Mata Iturralde, L.
  • Múñoz Lorenzo, L.
  • Sánchez Alonso, S.
  • Artes Rodriguez, Antonio
  • Baca Garcia, E
... View more Collapse

EPA 2021: 29th European Congress of Psychiatry (p. 343) - 2021

Editor: CAMBRIDGE UNIVERSITY PRESS

https://doi.org/10.1192/j.eurpsy.2021.920 View at source

  • ISBN 0924-9338
Open Access

Continual learning for infinite hierarchical change-point detection

  • Moreno Muñoz, Pablo
  • Ramirez Garcia, David
  • Artes Rodriguez, Antonio

2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP 2020) (p. 3582-3586) - 2020

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.1109/icassp40776.2020.9053853 View at source

  • ISBN 978-1-5090-6631-5

Use of Actigraphy and Ecological Momentary Assessment to Monitor the Impact of COVID-19 on Mood and Behavior in Psychiatric Outpatients: Social Media and Smartphone App Use Predicts Maintenance of Physical Activity

  • Norbury, Agnes
  • Liu, Shelley
  • Barrigon Estevez, Maria Luisa
  • Campaña Montes, Juan Jose
  • Romero Medrano, Lorena
  • Smith, Emma
  • Ramjas, Elizabeth
  • Artes Rodriguez, Antonio
  • Baca Garcia, Enrique
  • Perez-rodriguez, M. Mercedes
... View more Collapse

ACNP 59th Annual Meeting (p. 300) - 2020

Editor: SPRINGER NATURE LIMITED

https://doi.org/10.1038/s41386-020-00892-5 View at source

  • ISBN 1740-634X

Multinomial sampling for hierarchical change-point detection

  • Romero Medrano, Lorena
  • Moreno Muñoz, Pablo
  • Artes Rodriguez, Antonio

IEEE International Workshop on Machine Learning for Signal Processing, MLSP (p. 1-6) - 2020

Editor: IEEE Computer Society.

https://doi.org/10.1109/mlsp49062.2020.9231616 View at source

  • ISBN 978-1-7281-6662-9
Open Access

Modeling phone call durations via switching Poisson processes with applications in mental health

  • Bonilla Escribano, Pablo
  • Ramirez Garcia, David
  • Artes Rodriguez, Antonio

IEEE 30th International Workshop on Machine Learning for Signal Processing (MLSP2020) (p. 1-6) - 2020

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

http://doi.org/10.1109/mlsp49062.2020.9231856 View at source

  • ISBN 978-1-7281-6662-9

Sleep Dynamics, Weight, and Appetite in a Prospective Cohort of Psychiatric Patients During COVID-19

  • Kim, Youngjung
  • Campaña Montes, Juan Jose
  • Artes Rodriguez, Antonio
  • Baca Garcia, Enrique
  • Perez-rodriguez, M. Mercedes

ACNP 59th Annual Meeting (p. 254-255) - 2020

Editor: SPRINGER NATURE LIMITED

https://doi.org/10.1038/s41386-020-00891-6 View at source

  • ISBN 1740-634X
Open Access

Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms

  • Rios Muñoz, Gonzalo Ricardo
  • Moreno Pino, Fernando
  • Soto, Nina
  • Martinez Olmos, Pablo
  • Artes Rodriguez, Antonio
  • Fernández Avilés, Francisco
  • Arenal, Ángel
... View more Collapse

2020 Computing in Cardiology Conference (CinC 2020) (p. 1-4) - 2020

Editor: IEEE INSTITUTE OF ELECTRICAL

https://doi.org/10.22489/cinc.2020.098 View at source

  • ISBN 978-1-7281-1105-6
Open Access

Mixtures of heterogeneous Poisson processes for the assessment of e-social activity in mental health

  • Bonilla Escribano, Pablo
  • Ramirez Garcia, David
  • Artes Rodriguez, Antonio

NeurIPS 2019 Workshop: Learning with Temporal Point Processes (part of the 33rd Conference on Neural Information Processing Systems) (p. 1-6) - 2019

Open Access

Patient-Tailored In Silico 3D Simulations and Models From Electroanatomical Maps of the Left Atrium

  • Rios Muñoz, Gonzalo Ricardo
  • Rocher, Sara
  • Artes Rodriguez, Antonio
  • Arenal, Ángel
  • Saiz, Javier
  • Sanchez, Carlos

2018 Computing in Cardiology Conference (CinC 2018) (p. 1-4) - 2018

Editor: IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC

https://doi.org/10.22489/cinc.2018.183 View at source

  • ISBN 978-1-7281-0924-4

Heterogeneous Multi-output Gaussian Process Prediction

  • Moreno Muñoz, Pablo
  • Artes Rodriguez, Antonio
  • Alvarez, Mauricio A

32nd Conference on Neural Information Processing Systems (NIPS) - 2018

  • ISBN 1049-5258

This researcher has no working papers.

This researcher has no technical reports.

PID2024-157856NB-I00 - CARTESIAN - Representaciones Discretas Calibradas y Modelado de Series Temporales con Redes Auto-supervisadas Robustas

  • Martinez Olmos, Pablo
  • Ramirez Garcia, David
  • Artes Rodriguez, Antonio
  • Murillo Fuentes, Juan Jose
  • Sanchez Fernandez, Matilde Pilar
  • Via Rodríguez, Javier

Period: 01-09-2025 - 31-08-2028

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

PID2024-158181NB-I00 - NISA - Modelado generativo para inferencia y predicción en modelos físicos complejos

  • Miguez Arenas, Joaquin
  • Vazquez Lopez, Manuel Alberto
  • Artes Rodriguez, Antonio
  • Cid Sueiro, Jesus
  • Perez Mariño, Ines
  • López Santiago, Javier

Period: 01-09-2025 - 31-08-2028

Type of funding: National

Funding entity: AGENCIA ESTATAL DE INVESTIGACION (AEI)

SYG-2024/COM-870 - CARE -CM - Clinical AI for Risk Evaluation in Suicide Prevention through Foundational Models, Digital Phenotype, and Exposome

  • Artes Rodriguez, Antonio

Period: 01-09-2025 - 31-08-2028

Type of funding: Regional

Funding entity: COMUNIDAD DE MADRID

Consultoría en modelado bayesiano avanzado para el cribado automático de enfermedades

  • Artes Rodriguez, Antonio
  • Gomez Verdejo, Vanessa
  • Martinez Olmos, Pablo

Period: 06-06-2025 - 05-06-2026

Type of funding: Regional

Funding entity: AMBER HEALTH SOLUTIONS S.L.

Apoyo al desarrollo del nodo ELLIS de la Comunidad de Madrid (European Laboratory for Learning and Intelligent Systems) mediante la implantación de una Unidad ELLIS en la Comunidad de Madrid (ELLIS Unit Madrid)

  • Artes Rodriguez, Antonio

Period: 01-01-2025 - 31-12-2027

Type of funding: Regional

Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION

Sesiones de formación en computación en la nube y en el uso de inteligencia artificial. para tratamiento de lenguaje natural.

  • Parrado Hernandez, Emilio
  • Artes Rodriguez, Antonio
  • Martinez Olmos, Pablo

Period: 01-05-2024 - 01-06-2024

Type of funding: Regional

Funding entity: FUNDACIÓN DE LOS BANCOS Y CAJAS DE CECA (FUNCAS)

HR23-00421 - Smartcrisis 2.0 and HR23-00421 Multisite Smartphone-based Ecological Momentary Intervention for suicide prevention.

  • Artes Rodriguez, Antonio

Period: 01-03-2024 - 28-02-2027

Type of funding: National

Funding entity: INSTITUTO DE INVESTIGACION SANITARIA - FUNDACION JIMENEZ DIAZ