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García Marqués, Antonio antonio.garcia.marques@urjc.es

Teoría de la Señal y Comunicaciones y Sistemas Telemáticos y Computación / Universidad Rey Juan Carlos

Publications

Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations

  • Escudero-Arnanz, Oscar
  • Marques, Antonio G
  • Mora-Jimenez, Inmaculada
  • Alvarez-Rodriguez, Joaquin
  • Soguero-Ruiz, Cristina

Computer Methods And Programs In Biomedicine - 16/7/2025

10.1016/j.cmpb.2025.108920 View at source

  • ISSN 01692607

Mitigating subpopulation bias for fair graph learning

  • Navarro M
  • Rey S
  • Buciulea A
  • Segarra S
  • Marques AG

Science Talks - 1/3/2025

10.1016/j.sctalk.2025.100435 View at source

  • ISSN 27725693

Explainable Temporal Inference for Irregular Multivariate Time Series. A Case Study for Early Prediction of Multidrug Resistance

  • Escudero-Arnanz O
  • Soguero-Ruiz C
  • Alvarez-Rodriguez J
  • Marques AG

Ieee Transactions On Biomedical Engineering - 1/1/2025

10.1109/tbme.2025.3591924 View at source

  • ISSN 00189294

Polynomial Graphical Lasso: Learning Edges From Gaussian Graph-Stationary Signals

  • Buciulea, Andrei
  • Ying, Jiaxi
  • Marques, Antonio G
  • Palomar, Daniel P

Ieee Transactions On Signal Processing (p. 1153-1167) - 1/1/2025

10.1109/tsp.2025.3544376 View at source

  • ISSN 1053587X

Joint Network Topology Inference in the Presence of Hidden Nodes

  • Navarro, M
  • Rey, S
  • Buciulea, A
  • Marques, AG
  • Segarra, S

Ieee Transactions On Signal Processing (p. 2710-2725) - 1/1/2024

10.1109/tsp.2024.3392348 View at source

  • ISSN 1053587X

Tensor and Matrix Low-Rank Value-Function Approximation in Reinforcement Learning

  • Rozada, S
  • Paternain, S
  • Marques, AG

Ieee Transactions On Signal Processing (p. 1634-1649) - 1/1/2024

10.1109/tsp.2024.3379089 View at source

  • ISSN 1053587X

Graph Signal Processing History, development, impact, and outlook

  • Leus, Geert
  • Marques, Antonio G
  • Moura, Jose M F
  • Ortega, Antonio
  • Shuman, David, I

Ieee Signal Processing Magazine (p. 49-60) - 1/6/2023

10.1109/msp.2023.3262906 View at source

  • ISSN 10535888

dtwParallel: A Python package to efficiently compute dynamic time warping between time series

  • Escudero-Arnanz, Oscar
  • Marques, Antonio G
  • Soguero-Ruiz, Cristina
  • Mora-Jimenez, Inmaculada
  • Robles, Gregorio

Softwarex - 1/5/2023

10.1016/j.softx.2023.101364 View at source

  • ISSN 23527110

Enhanced Graph-Learning Schemes Driven by Similar Distributions of Motifs

  • Rey, Samuel
  • Roddenberry, T Mitchell
  • Segarra, Santiago
  • Marques, Antonio G

Ieee Transactions On Signal Processing (p. 3014-3027) - 1/1/2023

10.1109/tsp.2023.3303639 View at source

  • ISSN 1053587X

Robust Graph Filter Identification and Graph Denoising From Signal Observations

  • Rey, Samuel
  • Tenorio, Victor M
  • Marques, Antonio G

Ieee Transactions On Signal Processing (p. 3651-3666) - 1/1/2023

10.1109/tsp.2023.3300632 View at source

  • ISSN 1053587X

This researcher has no books.

STATISTICAL GRAPH SIGNAL PROCESSING: STATIONARITY AND SPECTRAL ESTIMATION

  • Segarra, S
  • Chepuri, SP
  • Marques, AG
  • Leus, G

Cooperative And Graph Signal Processing: Principles And Applications (p. 325-347) - 1/1/2018

10.1016/b978-0-12-813677-5.00012-2 View at source

INFERENCE OF GRAPH TOPOLOGY

  • Mateos, G
  • Segarra, S
  • Marques, AG

Cooperative And Graph Signal Processing: Principles And Applications (p. 349-374) - 1/1/2018

10.1016/b978-0-12-813677-5.00013-4 View at source

Protocolo PPTIC: una medida cuantitativa y estándar

  • Ana Belén Rodríguez González
  • Jesús Requena Carrión
  • Antonio García Marqués
  • Vanessa Gómez Verdejo
  • Alicia Guerrero Curieses

I Encuentro De Intercambio De Experiencias En Innovación Docente En La Universidad Rey Juan Carlos: [Recurso Electrónico] (p. 28- ) - 1/1/2009

  • iMarina

BLIND DECONVOLUTION OF SPARSE GRAPH SIGNALS IN THE PRESENCE OF PERTURBATIONS

  • Tenorio, VM
  • Rey, S
  • Marques, AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 9406-9410) - 1/1/2024

10.1109/icassp48485.2024.10446310 View at source

  • ISSN 15206149

LEARNING GRAPHS AND SIMPLICIAL COMPLEXES FROM DATA

  • Buciulea, A
  • Isufi, E
  • Leus, G
  • Marques, AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 9861-9865) - 1/1/2024

10.1109/icassp48485.2024.10446559 View at source

  • ISSN 15206149

Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data

  • Escudero-Arnanz, O
  • Sicilia, R
  • Soguero-Ruiz, C
  • Mora-Jiménez, I
  • Lelli, D
  • Pedone, C
  • Marques, AG
... View more Collapse

2021 Ieee 34th International Symposium On Computer-Based Medical Systems (Cbms) (p. 112-119) - 1/1/2024

10.1109/cbms61543.2024.00027 View at source

  • ISSN 23729198

Fair GLASSO: Estimating Fair Graphical Models with Unbiased Statistical Behavior

  • Navarro M
  • Rey S
  • Buciulea A
  • Marques AG
  • Segarra S

Advances In Neural Information Processing Systems - 1/1/2024

  • ISSN 10495258
  • iMarina

Estimation of partially known Gaussian graphical models with score-based structural priors

  • Sevilla, M
  • Marques, AG
  • Segarra, S

Proceedings Of Machine Learning Research (p. 1558-1566) - 1/1/2024

  • ISSN 26403498
  • iMarina

Learning the Topology of a Simplicial Complex Using Simplicial Signals: A Greedy Approach

  • Buciulea, A
  • Isufi, E
  • Leus, G
  • Marques, AG

2024 Ieee 13rd Sensor Array And Multichannel Signal Processing Workshop, Sam 2024 - 1/1/2024

10.1109/sam60225.2024.10636498 View at source

  • ISSN 15512282

TENSOR LOW-RANK APPROXIMATION OF FINITE-HORIZON VALUE FUNCTIONS

  • Rozada, S
  • Marques, AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 5975-5979) - 1/1/2024

10.1109/icassp48485.2024.10448465 View at source

  • ISSN 15206149

RECOVERING MISSING NODE FEATURES WITH LOCAL STRUCTURE-BASED EMBEDDINGS

  • Tenorio, VM
  • Navarro, M
  • Segarra, S
  • Marques, AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) (p. 9931-9935) - 1/1/2024

10.1109/icassp48485.2024.10447223 View at source

  • ISSN 15206149

A Primal-Dual-Assisted Penalty Approach to Bilevel Optimization with Coupled Constraints

  • Jiang L
  • Xiao Q
  • Tenorio VM
  • Real-Rojas F
  • Marques AG
  • Chen T

Advances In Neural Information Processing Systems - 1/1/2024

  • ISSN 10495258
  • iMarina

Matrix Low-Rank Approximation for Policy Gradient Methods

  • Rozada S
  • Marques AG

2014 Ieee International Conference On Acoustics, Speech And Signal Processing (Icassp) - 1/1/2023

10.1109/icassp49357.2023.10094802 View at source

  • ISSN 15206149

This researcher has no working papers.

This researcher has no technical reports.

TAILOR 82 -Learning the structure of complex datasets: The case for simplicial complexes

  • Buciulea Vlas, Andrei (Investigador principal (IP))
  • Rey Escudero, Samuel (Investigador principal (IP))
  • Tenorio Gómez, Víctor Manuel (Investigador principal (IP))
  • García Marqués, Antonio (Investigador principal (IP))

Period: 25-05-2024 - 30-07-2024

  • iMarina

Los artefactos de la liturgia medieval y su presencia en la cultura visual: objetos, vestiduras y libros (ss.VI-XVI)

  • Vila Santos, María (Investigador/a)
  • Gómez Sánchez, José (Investigador/a)
  • Galán Delgado, Diego (Investigador/a)
  • Cadarso Morga, Luis (Investigador/a)
  • Vélez Serrano, José Francisco (Investigador/a)
  • Morere Molinero, Nuria Elisa (Investigador/a)
  • Mercado Romero, Francisco (Investigador/a)
  • Celis Fernández, Raúl de (Investigador/a)
  • Sánchez Calle, Ángel (Investigador/a)
  • González Sánchez, Rocío (Investigador principal (IP))
  • Barjola Valero, Paloma (Investigador/a)
  • Saavedra García, Jorge (Investigador principal (IP))
  • Ruiz Parrado, Victoria (Investigador principal (IP))
  • Fuentes Moraleda, Laura (Investigador/a)
  • Fernandes Magalhaes, Roberto (Investigador/a)
  • Olivares González, Alberto (Investigador/a)
  • Campo Gómez, Mónica (Investigador/a)
  • Menchero Sánchez, Miriam (Investigador principal (IP))
  • Ferrera García, David (Investigador/a)
  • Marinescu Belenkov, Marius Alexandru (Investigador/a)
  • Cortés Fernández, Alejandro (Investigador principal (IP))
  • Pastor Palomar, Antonio (Investigador/a)
  • Martín Buro García de Dionisio, María del Carmen (Investigador principal (IP))
  • Staffetti Giammaria, Ernesto (Investigador/a)
  • González Prolongo, Silvia (Investigador/a)
  • Alzina Lozano, Álvaro (Investigador principal (IP))
  • Peñacoba Puente, María Cecilia (Investigador/a)
  • Buelta Méndez, Almudena José (Investigador principal (IP))
  • Alique Amor, David (Investigador/a)
  • Fernández Abad, Carlos (Investigador/a)
  • Catalá Mesón, Patricia (Investigador principal (IP))
  • Urrutxua Cereijo, Hodei (Investigador/a)
  • Jiménez Suárez, Alberto (Investigador/a)
  • Debasa Navalpotro, Felipe Rodolfo (Investigador/a)
  • Gutiérrez Hermoso, Lorena (Investigador/a)
  • Chen, Xin (Investigador/a)
  • Martínez Díaz, David (Investigador principal (IP))
  • Jiménez García, Francisco (Investigador/a)
  • Balea Carbajo, Paula (Investigador principal (IP))
  • Rey Escudero, Samuel (Investigador principal (IP))
  • ESPEUTE, EMMA VIOLETTE (Investigador/a)
  • Ropero Carrasco, Julia (Investigador/a)
  • Alcalá Martín, José Andrés (Investigador principal (IP))
  • Soguero Ruíz, Cristina (Investigador/a)
  • Arredondo Conchillo, Belén (Investigador/a)
  • Rodríguez Rubio, María Carmen (Investigador/a)
  • PAZOS LOPEZ, ANGEL (Investigador principal (IP))
  • García Marqués, Antonio (Investigador/a)
  • Martín Martín, Diego (Investigador/a)
  • García Sánchez, Beatriz (Investigador/a)
  • Aizpún Bobadilla, Teresa (Investigador/a)
  • Barquero Pérez, Óscar (Investigador/a)
  • Toledo Serrano, Javier (Investigador principal (IP))
  • Yela Uceda, Mercedes (Investigador principal (IP))
  • Moreno Olivo, Francisco Miguel (Investigador principal (IP))
  • García Valdés, Raúl (Investigador principal (IP))
  • Martín Rodríguez, Gabriel (Investigador/a)
  • Pérez Rodríguez, Rodrigo (Investigador/a)
  • Merinero Mesa, Sonia (Investigador principal (IP))
  • González León, Carlos (Investigador/a)
  • Sánchez Rosa, Antonio (Investigador/a)
  • Beltrán de la Cita, Jorge (Investigador principal (IP))
  • Millanes Romero, Ana María (Investigador/a)
  • López de Zubiría Díaz, Sandra (Investigador/a)
  • Artigas Arnaudas, José Joaquín (Investigador/a)
  • Guerrero Hernández, José Miguel (Investigador/a)
  • Ureña Fernández, Alejandro (Investigador/a)
  • Pérez Pérez, Cristina (Investigador principal (IP))
  • Díaz Mena, Victor (Investigador/a)
  • Valverde Albacete, Francisco José (Investigador/a)
  • Fernández Sánchez-Romate, Xoan Xosé (Investigador principal (IP))
  • Laguna Sánchez, María Pilar (Investigador/a)
  • Prado Escudero, Javier de (Investigador/a)
  • Goya Esteban, Rebeca (Investigador/a)
  • Sánchez Martínez, María (Investigador/a)
  • Bonilla Priego, María Jesús (Investigador/a)
  • González Banciella, Andrés (Investigador/a)
  • Gómez Ruiz, Santiago (Investigador/a)
  • Santero Sánchez, Rosa (Investigador/a)
  • Segovia Pérez, Mónica (Investigador/a)
  • Muñoz Moreno, Bianca Karelia (Investigador/a)
  • García Benito, Inés (Investigador principal (IP))
  • Nájera Sánchez, Juan José (Investigador/a)
  • Bakkali, Hicham (Investigador/a)
  • Díaz García, Diana (Investigador principal (IP))
  • González Torres, Thais (Investigador principal (IP))
  • Martínez Martínez, Fernando (Investigador/a)
  • Méndez Arriaga, José Manuel (Investigador/a)
  • Martín Barroso, Estefanía (Investigador/a)
  • Villacé Molinero, María Teresa (Investigador/a)
  • Prashar, Sanjiv (Investigador/a)
  • Ardoy Cuadros, Juan (Investigador/a)
  • Calle Durán, María Carmen de la (Investigador/a)
  • Soriano Salvador, Enrique (Investigador/a)
  • Ama Espinosa, Antonio José del (Investigador/a)
  • Bayona Beriso, Sofía (Investigador/a)
  • Pelechano Barahona, Eva (Investigador/a)
  • Chidean, Mihaela Ioana (Investigador principal (IP))
  • Lora Millán, Julio Salvador (Investigador principal (IP))
  • Sújar Garrido, Aarón (Investigador principal (IP))
  • Campos García, Irene (Investigador principal (IP))
  • Villacrés Estrada, Grace Silvana (Investigador principal (IP))
  • Torrado Carvajal, Ángel (Investigador/a)
  • Zapata Cáceres, María (Investigador/a)
  • Enciso Alonso-Muñumer, Isabel Luisa (Investigador/a)
  • Molina Rueda, Francisco (Investigador/a)
  • Mata Fernández, Susana (Investigador/a)
  • Perruca Gracia, Marina (Investigador principal (IP))
  • Castaño Peña, Juan Alejandro (Investigador principal (IP))
  • Ordás López, María del Camino (Investigador/a)
  • Sánchez de Madariaga, Elena (Investigador/a)
  • Bartolomé Vílchez, Javier (Investigador principal (IP))
  • Quintana González, Julia (Investigador principal (IP))
  • Peláez Cordeiro, Irene Julia (Investigador/a)
  • Coya Párraga, María Carmen (Investigador/a)
... View more Collapse

Period: 01-11-2024 - 31-10-2026

  • iMarina

Grupo de investigación de alto rendimiento en Ciencia e Ingeniería de Materiales de la URJC.

  • Ureña Fernández, Alejandro (Investigador principal (IP))
  • Rams Ramos, Joaquín (Investigador principal (IP))
  • García Marqués, Antonio (Investigador principal (IP))
  • Villar Álvarez, Fernando del (Investigador principal (IP))

Period: 01-01-2024 - 31-12-2024

  • iMarina

Procesamiento y aprendizaje de datos sobre grafos. Desde la inferencia de la estructura a las aplicaciones.

  • García Morales, Jan (Investigador/a)
  • Real Rojas, Fernando (Investigador/a)
  • Escudero Arnanz, Óscar (Investigador/a)
  • ROZADA DOVAL, SERGIO (Investigador/a)
  • Segarra, Santiago (Investigador/a)
  • Gutiérrez Fernández-Calvillo, Miriam (Investigador/a)
  • Mateos Buckstein, Gonzalo (Investigador/a)
  • Giannakis, Georgios B. (Investigador/a)
  • Leus, Geert (Investigador/a)
  • Iglesias García, Fernando José (Investigador/a)
  • Ribeiro, Alejandro (Investigador/a)
  • Martino, Luca (Investigador/a)
  • Tenorio Gómez, Víctor Manuel (Investigador/a)
  • Buciulea Vlas, Andrei (Investigador/a)
  • Morgado Reyes, Eduardo (Investigador principal (IP))
  • García Carretero, Rafael (Investigador/a)
  • San Millán Castillo, Roberto (Investigador/a)
  • Barquero Pérez, Óscar (Investigador/a)
  • López Yela, Alberto (Investigador/a)
  • Ramos López, Francisco Javier (Investigador/a)
  • García Marqués, Antonio (Investigador principal (IP))
  • Rey Escudero, Samuel (Investigador/a)
  • Mora Jiménez, Inmaculada (Investigador/a)
  • Fuente Iglesias, Alejandro de la (Investigador/a)
... View more Collapse

Period: 01-09-2023 - 31-08-2026

  • iMarina

Spatio-Temporal Machine Learning Architectures for Clinical Multivariate Time Series: Toward Accurate and Explainable Prediction in ICUs

  • García Marqués, Antonio (Codirector)
  • Soguero Ruíz, Cristina (Director) Doctorando: OSCAR ESCUDERO ARNANZ

17/7/2025

  • iMarina

Low-Rank Methods in Reinforcement Learning

  • García Marqués, Antonio (Otros) Doctorando: SERGIO ROZADA DOVAL

21/3/2025

  • iMarina

Robust Graph Topology Inference

  • García Marqués, Antonio (Otros) Doctorando: ANDREI BUCIULEA VLAS

21/6/2024

  • iMarina

Robust Network Topology Inference and Processing of Graph Signals

  • García Marqués, Antonio (Otros) Doctorando: SAMUEL REY ESCUDERO

12/12/2022

  • iMarina

GUIDANCE NAVIGATION AND CONTROL ALGORITHMS FOR HIGH DYNAMICS VEHICLES

  • Cadarso Morga, Luis (Otros) Doctorando: RAUL DE CELIS FERNANDEZ

18/12/2017

  • iMarina

STOCHASTIC SCHEMES FOR DYNAMIC NETWORK RESOURCE ALLOCATION

  • García Marqués, Antonio (Tutor)
  • Ramos López, Francisco Javier (Codirector) Doctorando: LUIS MIGUEL LOPEZ RAMOS

26/10/2016

  • iMarina

Cuantificación del estado del canal para la minimización de la potencia en sistemas con transmisores adaptativos

  • García Marqués, Antonio (Titulado/a)
  • Francisco Javier Ramos López (Director)
  • Georgios B (Director) Doctorando: Antonio García Marqués

1/1/2007

  • iMarina

This researcher has no patents or software licenses.

Last data update: 9/26/25 7:29 PM