García Marqués, Antonio antonio.garcia.marques@urjc.es
Actividades
- Artículos 64
- Libros 0
- Capítulos de libro 3
- Congresos 117
- Documentos de trabajo 0
- Informes técnicos 0
- Proyectos de investigación 4
- Tesis dirigidas 7
- Patentes o licencias de software 0
Rapid transit network design via convex optimization: The role of sparsity and entropy-based regularizers
- Real-Rojas, Fernando
- Tenorio, Victor M
- Cadarso, Luis
- Marques, Antonio G
TRANSPORTATION RESEARCH PART B-METHODOLOGICAL - 24/3/2026
10.1016/j.trb.2026.103448 Ver en origen
- ISSN 01912615
Sistemas anticipatorios y la función de inteligencia: sistemas de actores no estatales y análisis de redes multicapa
- Rubén Arcos Martín
- Marina Alonso Villota
- Rudy Milani
Revista Cientifica General Jose Maria Cordoba (p. 159-179) - 1/1/2026
- ISSN 19006586
- iMarina
A Filter-Based Definition for Stationary Random Graph Signals Defined Over a Directed Graph
- Marques, Antonio G
IEEE SIGNAL PROCESSING LETTERS (p. 2170-2174) - 1/1/2026
10.1109/lsp.2026.3689455 Ver en origen
- ISSN 10709908
Higher-order graph signal processing
- Navarro M
- Buciulea A
- Segarra S
- Marques AG
Handbook of Statistics - 1/1/2026
10.1016/bs.host.2026.02.007 Ver en origen
- ISSN 18757448
Multimodal interpretable data-driven models for early prediction of multidrug resistance using multivariate time series
- Escudero-Arnanz, O
- Martínez-Agüero, S
- Martín-Palomeque, P
- Marques, AG
- Mora-Jiménez, I
- Alvarez-Rodríguez, J
- Soguero-Ruiz, C
Health Inf Sci Syst (p. 35-35) - 7/5/2025
10.1007/s13755-025-00351-9 Ver en origen
- ISSN 20472501
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 Ver en origen
- ISSN 27725693
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 Ver en origen
- ISSN 1053587X
Pontryagin's Minimum Principle-Guided RL for Minimum-Time Exploration of Spatiotemporal Fields
- Li Z
- Sun J
- Marques AG
- Wang G
- You K
Ieee Transactions On Neural Networks And Learning Systems (p. 5375-5387) - 1/1/2025
10.1109/tnnls.2024.3379654 Ver en origen
- ISSN 2162237X
Exploiting the Structure of Two Graphs With Graph Neural Networks
- Tenorio, Victor M
- Marques, Antonio G
Ieee Transactions On Signal And Information Processing Over Networks (p. 1254-1267) - 1/1/2025
10.1109/tsipn.2025.3611264 Ver en origen
- ISSN 2373776X
Multilinear Tensor Low-Rank Approximation for Policy-Gradient Methods in Reinforcement Learning
- Rozada, S
- Wai, HT
- Marques, AG
Ieee Transactions On Signal Processing (p. 4906-4920) - 1/1/2025
10.1109/tsp.2025.3636071 Ver en origen
- ISSN 1053587X
Este/a investigador/a no tiene libros.
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
INFERENCE OF GRAPH TOPOLOGY
- Mateos, G
- Segarra, S
- Marques, AG
Cooperative And Graph Signal Processing: Principles And Applications (p. 349-374) - 1/1/2018
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
Advanced Graph-Based Approaches for Predicting Antimicrobial Resistance in Intensive Care Units
- Martin-Palomeque, P
- Escudero-Arnanz, O
- Soguero-Ruiz, C
- Marques, AG
2021 Ieee 34th International Symposium On Computer-Based Medical Systems (Cbms) (p. 541-548) - 1/1/2025
10.1109/cbms65348.2025.00116 Ver en origen
- ISSN 23729198
Deterministic Policy Gradient Primal-Dual Methods for Continuous-Space Constrained MDPs
- Rozada, S
- Ding, DS
- Marques, AG
- Ribeiro, A
Thirty-Third Aaai Conference On Artificial Intelligence / Thirty-First Innovative Applications Of Artificial Intelligence Conference / Ninth Aaai Symposium On Educational Advances In Artificial Intelligence (p. 20200-20208) - 1/1/2025
10.1609/aaai.v39i19.34225 Ver en origen
- ISSN 21595399
Airline Competitive Hub-and-Spoke Network Design by Reweighted Norm-1
- Real-Rojas, Fernando
- Tenorio, Victor M
- Cadarso, Luis
- Marques, Antonio G
AIAA Aviat. Forum ASCEND - 1/1/2025
Redesigning graph filter-based GNNs to relax the homophily assumption
- Rey, Samuel
- Navarro, Madeline
- Tenorio, Victor M
- Segarra, Santiago
- Marques, Antonio G
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) - 1/1/2025
10.1109/icassp49660.2025.10889874 Ver en origen
- ISSN 15206149
Unrolling Dynamic Programming via Graph Filters
- Rozada S
- Rey S
- Mateos G
- Marques AG
2025 IEEE 10th International Workshop on Computational Advances in Multi Sensor Adaptive Processing Camsap 2025 Proceedings (p. 96-100) - 1/1/2025
Enhancing Graphical Lasso: A Robust Scheme for Non-Stationary Mean Data
- Rey S
- Curbelo E
- Martino L
- Llorente F
- Marques AG
2013 21st European Signal Processing Conference, EUSIPCO 2013 (p. 2662-2666) - 1/1/2025
10.23919/eusipco63237.2025.11226607 Ver en origen
- ISSN 22195491
Low-Rank Tensors for Multi-Dimensional Markov Models
- Navarro, Madeline
- Rozada, Sergio
- Marques, Antonio G
- Segarra, Santiago
2014 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP) - 1/1/2025
10.1109/icassp49660.2025.10889291 Ver en origen
- ISSN 15206149
Directed Acyclic Hypergraphs: Topology Identification from Nodal Data
- Leus, Geert
- Han, Yongsheng
- Isufi, Elvin
- Marques, Antonio G
Conference Record of the Asilomar Conference on Signals, Systems and Computers (p. 176-181) - 1/1/2025
10.1109/ieeeconf67917.2025.11443873 Ver en origen
- ISSN 10586393
Low-Rank Tensor Completion for Heart Failure Exacerbation Detection in Multivariate Time Series with Missing Data
- Escudero-Arnanz, Oscar
- Sicilia, Rosa
- Soguero-Ruiz, Cristina
- Mora-Jimenez, Inmaculada
- Lelli, Diana
- Pedone, Claudio
- Marques, Antonio G
2021 Ieee 34th International Symposium On Computer-Based Medical Systems (Cbms) (p. 112-119) - 1/1/2024
10.1109/cbms61543.2024.00027 Ver en origen
- ISSN 23729198
MITIGATING SUBPOPULATION BIAS FOR FAIR NETWORK TOPOLOGY INFERENCE
- Navarro, Madeline
- Rey, Samuel
- Buciulea, Andrei
- Marques, Antonio G
- Segarra, Santiago
28th European Signal Processing Conference (Eusipco 2020) (p. 822-826) - 1/1/2024
- ISSN 20761465
- iMarina
Este/a investigador/a no tiene documentos de trabajo.
Este/a investigador/a no tiene informes técnicos.
Inteligencia artificial para la industria 4.0: generación de datos, modelado avanzado optimización e interpretabilidad. (DSSP4N)
- Real Rojas, Fernando (Investigador/a)
- López Ramos, Luis Miguel (Investigador/a)
- ROZADA DOVAL, SERGIO (Investigador/a)
- Rey Escudero, Samuel (Investigador/a)
- Soguero Ruíz, Cristina (Investigador/a)
- Buciulea Vlas, Andrei (Investigador/a)
- Tenorio Gómez, Víctor Manuel (Investigador/a)
- García Marqués, Antonio (Investigador principal (IP))
Ejecución: 01-01-2025 - 31-12-2028
- iMarina
TAILOR 82 -Learning the structure of complex datasets: The case for simplicial complexes
- García Marqués, Antonio (Investigador principal (IP))
Ejecución: 25-05-2024 - 30-07-2024
- 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))
Ejecución: 01-01-2024 - 31-12-2024
- iMarina
Procesamiento y aprendizaje de datos sobre grafos. Desde la inferencia de la estructura a las aplicaciones.
- 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)
- Real Rojas, Fernando (Investigador/a)
- García Morales, Jan (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)
- Tenorio Gómez, Víctor Manuel (Investigador/a)
- Buciulea Vlas, Andrei (Investigador/a)
- Morgado Reyes, Eduardo (Investigador principal (IP))
- San Millán Castillo, Roberto (Investigador/a)
Ejecución: 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
Processing and learning over irregular domains: multidimensional signals defined over multiple graphs
- Antonio García Marqués (Director) Doctorando: VÍCTOR MANUEL TENORIO GÓMEZ
1/1/2025
- 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
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
Este/a investigador/a no tiene patentes o licencias de software.
Grupos de investigación
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