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A
Antonio G. Marqués
Universidad Rey Juan Carlos
29
H-index
287
Paper Count
4.0K
Citation Count
0
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Published Papers
38
Publication Date
Publication Date
Impact Factor
Citations
Rapid transit network design via convex optimization: The role of sparsity and entropy-based regularizers
transportation research part b: methodological
IF
0
2026-03-24
0
PRE
AI
Fernando Real-Rojas; Victor M. Tenorio; Luis Cadarso; Antonio G. Marques
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Explainable Temporal Inference for Irregular Multivariate Time Series. A Case Study for Early Prediction of Multidrug Resistance
IEEE Transactions on Biomedical Engineering
IF
4.5
2026-02-01
3
PRE
AI
Escudero-Arnanz, Oscar; Soguero-Ruiz, Cristina; Alvarez-Rodriguez, Joaquin; Marques, Antonio G.
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Early detection of Multidrug Resistance using Multivariate Time Series analysis and interpretable patient-similarity representations
Computer Methods and Programs in Biomedicine
IF
4.8
2025-07-12
0
OA
AI
Óscar Escudero-Arnanz; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruiz
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Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series
HEALTH INFORMATION SCIENCE AND SYSTEMS
IF
3.4
2025-05-07
0
PRE
AI
Óscar Escudero-Arnanz; Sergio Martínez-Agüero; Paula Martín-Palomeque; Antonio G. Marques; Inmaculada Mora-Jiménez; Joaquín Álvarez-Rodríguez; Cristina Soguero-Ruiz
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Pontryagin's Minimum Principle-Guided RL for Minimum-Time Exploration of Spatiotemporal Fields
IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF
8.9
2025-03-01
0
PRE
AI
Li, Zhuo; Sun, Jian; Marques, Antonio G.; Wang, Gang; You, Keyou
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Exploiting the Structure of Two Graphs With Graph Neural Networks
IEEE Transactions on Signal and Information Processing over Networks
IF
4.9
2025-01-01
0
PRE
AI
Victor M. Tenorio; Antonio G. Marques
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Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning
IEEE Transactions on Signal Processing
IF
5.8
2025-01-01
0
PRE
AI
Sergio Rozada; Hoi-To Wai; Antonio G. Marques
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Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient Data
IEEE Transactions on Signal and Information Processing over Networks
IF
4.9
2025-01-01
0
OA
AI
Óscar Escudero-Arnanz; Cristina Soguero-Ruiz; Antonio G. Marques
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Graph Signal Processing History, development, impact, and outlook
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2023-06-01
24
OA
AI
Leus, Geert; Marques, Antonio G.; Moura, Jose M. F.; Ortega, Antonio; Shuman, David, I
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Interpretable clinical time-series modeling with intelligent feature selection for early prediction of antimicrobial multidrug resistance
FUTURE GENERATION COMPUTER SYSTEMS-THE INTERNATIONAL JOURNAL OF ESCIENCE
IF
6.1
2022-08-01
20
OA
AI
Martinez-Aguero, Sergio; Soguero-Ruiz, Cristina; Alonso-Moral, Jose M.; Mora-Jimenez, Inmaculada; Alvarez-Rodriguez, Joaquin; Marques, Antonio G.
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Learning Graphs From Smooth and Graph-Stationary Signals With Hidden Variables
IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS
IF
4.9
2022-01-01
17
OA
AI
Buciulea, Andrei; Rey, Samuel; Marques, Antonio G.
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Data and Network Analytics for COVID-19 ICU Patients: A Case Study for a Spanish Hospital
IEEE JOURNAL OF BIOMEDICAL AND HEALTH INFORMATICS
IF
6.8
2021-12-01
2
PRE
AI
Martinez-Aguero, Sergio; Marques, Antonio G.; Mora-Jimenez, Inmaculada; Alvarez-Rodriguez, Joaquin; Soguero-Ruiz, Cristina
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Graph-signal Reconstruction and Blind Deconvolution for Structured Inputs
SIGNAL PROCESSING
IF
3.6
2021-11-01
12
OA
AI
Ramirez, David; Marques, Antonio G.; Segarra, Santiago
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Sociodemographic determinants of intraurban variations in COVID-19 incidence: the case of Barcelona
JOURNAL OF EPIDEMIOLOGY AND COMMUNITY HEALTH
IF
3.7
2021-06-22
39
OA
AI
Lopez-Gay, Antonio; Spijker, Jeroen; Cole, Helen V. S.; Marques, Antonio G.; Triguero-Mas, Margarita; Anguelovski, Isabelle; Mari-Dell'Olmo, Marc; Modenes, Juan A.; alamo-Junquera, Dolores; Lopez-Gallego, Fernando; Borrell, Carme
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Signal Processing on Directed Graphs: The Role of Edge Directionality When Processing and Learning From Network Data
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2020-11-01
31
OA
AI
Marques, Antonio G.; Segarra, Santiago; Mateos, Gonzalo
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Graph Signal Processing: Foundations and Emerging Directions [From the Guest Editors]
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2020-11-01
15
OA
AI
Marques, Antonio G.; Kiyavash, Negar; Moura, Jose M. F.; van de Ville, Dimitri; Willett, Rebecca
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Rethinking sketching as sampling: A graph signal processing approach
SIGNAL PROCESSING
IF
3.6
2020-04-01
7
OA
AI
Gama, Fernando; Marques, Antonio G.; Mateos, Gonzalo; Ribeiro, Alejandro
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Reinforcement Learning for Adaptive Caching With Dynamic Storage Pricing
IEEE JOURNAL ON SELECTED AREAS IN COMMUNICATIONS
IF
17.2
2019-10-01
44
OA
AI
Sadeghi, Alireza; Sheikholeslami, Fatemeh; Marques, Antonio G.; Giannakis, Georgios B.
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Sampling and Reconstruction of Diffused Sparse Graph Signals From Successive Local Aggregations
ieee signal processing magazine
IF
3.9
2019-08-01
7
OA
AI
Rey-Escudero, Samuel; Iglesias Garcia, Fernando Jose; Cabrera, Cristobal; Marques, Antonio G.
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Connecting the Dots
IEEE SIGNAL PROCESSING MAGAZINE
IF
9.6
2019-05-01
246
OA
AI
Mateos, Gonzalo; Segarra, Santiago; Marques, Antonio G.; Ribeiro, Alejandro
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Research Directions
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Co-authors
Cooperation Journals
G
Georgios B. Giannakis
H-index: 137 · Papers: 1.5K
J
José M. F. Moura
H-index: 77 · Papers: 970
C
Carme Borrell
H-index: 75 · Papers: 697
D
Dimitri Van De Ville
H-index: 69 · Papers: 732
G
Geert Leus
H-index: 63 · Papers: 693
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