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Author profile at the institutional portal

Garcia Pedrero, Angel Mario angelmario.garcia@upm.es

ARQUITECTURA Y TECNOLOGÍA DE SISTEMAS INFORMÁTICOS / Universidad Politécnica de Madrid

Publications

Multi input–Multi output 3D CNN for dementia severity assessment with incomplete multimodal data

  • Gravina, M
  • García-Pedrero, A
  • Gonzalo-Martín, C
  • Sansone, C
  • Soda, P

Artificial Intelligence In Medicine - 1/3/2024

10.1016/j.artmed.2024.102774 View at source

  • ISSN 09333657

Adjustment of Sentinel-3 Spectral Bands with Sentinel-2 to Enhance the Quality of Spatio-temporally Fused Images

  • Boumahdi, M
  • García-Pedrero, A
  • Lillo-Saavedra, M
  • Gonzalo-Martin, C

Ieee Journal Of Selected Topics In Applied Earth Observations And Remote Sensing (p. 584-600) - 1/1/2024

10.1109/jstars.2023.3333275 View at source

  • ISSN 19391404

Mssgan: Enforcing Multiple Generators to Learn Multiple Subspaces to Avoid the Mode Collapse

  • Soriano-Garcia, MS
  • Sevilla-Escoboza, R
  • Garcia-Pedrero, A

Machine Learning And Knowledge Extraction (p. 1456-1473) - 1/12/2023

10.3390/make5040073 View at source

  • ISSN 25044990

Tree ring segmentation using UNEt TRansformer neural network on stained microsections for quantitative wood anatomy

  • García-Hidalgo, M
  • García-Pedrero, A
  • Rozas, V
  • Sangüesa-Barreda, G
  • García-Cervigón, AI
  • Resente, G
  • Wilmking, M
  • Olano, JM
... View more Collapse

Frontiers In Plant Science - 1/1/2023

10.3389/fpls.2023.1327163 View at source

  • ISSN 1664462X

Patagonian Andes Landslides Inventory: The Deep Learning’s Way to Their Automatic Detection

  • Morales, Bastian
  • Garcia-Pedrero, Angel
  • Lizama, Elizabet
  • Lillo-Saavedra, Mario
  • Gonzalo-Martin, Consuelo
  • Chen, Ningsheng
  • Somos-Valenzuela, Marcelo;
... View more Collapse

Remote Sensing - 22/9/2022

10.3390/rs14184622 View at source

  • ISSN 20724292

CaptuRING: A do-it-yourself tool for wood sample digitization

  • Garcia-Hidalgo, Miguel
  • Garcia-Pedrero, Angel
  • Colon, Daniel
  • Sanguesa-Barreda, Gabriel
  • Garcia-Cervigon, Ana, I
  • Lopez-Molina, Juan
  • Hernandez-Alonso, Hector
  • Rozas, Vicente
  • Miguel Olano, Jose
  • Alonso-Gomez, Victor;
... View more Collapse

Methods In Ecology And Evolution (p. 1185-1191) - 1/6/2022

10.1111/2041-210x.13847 View at source

  • ISSN 2041210X

Automatic detection of pneumonia in chest X-ray images using textural features

  • Ortiz-Toro C
  • García-Pedrero A
  • Lillo-Saavedra M
  • Gonzalo-Martín C

Computers In Biology And Medicine - 1/1/2022

10.1016/j.compbiomed.2022.105466 View at source

  • ISSN 00104825

Early Estimation of Tomato Yield by Decision Tree Ensembles

  • Lillo-Saavedra, Mario
  • Espinoza-Salgado, Alberto
  • Garcia-Pedrero, Angel
  • Souto, Camilo
  • Holzapfel, Eduardo
  • Gonzalo-Martin, Consuelo
  • Somos-Valenzuela, Marcelo
  • Rivera, Diego;
... View more Collapse

Agriculture (Switzerland) - 1/1/2022

10.3390/agriculture12101655 View at source

  • ISSN 03310965

Mapping Tree Canopy in Urban Environments Using Point Clouds from Airborne Laser Scanning and Street Level Imagery

  • Rodríguez-Puerta F
  • Barrera C
  • García B
  • Pérez-Rodríguez F
  • García-Pedrero AM

Sensors - 1/1/2022

10.3390/s22093269 View at source

  • ISSN 14248220

Satellite data and machine learning reveal the incidence of late frost defoliations on Iberian beech forests

  • Olano JM
  • García-Cervigón AI
  • Sangüesa-Barreda G
  • Rozas V
  • Muñoz-Garachana D
  • García-Hidalgo M
  • García-Pedrero Á
... View more Collapse

Ecological Applications - 1/4/2021

10.1002/eap.2288 View at source

  • ISSN 10510761

This researcher has no books.

Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers

  • Toro, CAO
  • Martín, CG
  • Pedrero, AG
  • Gonzalez, AR
  • Menasalvas, E

11th International Conference On Practical Applications Of Computational Biology & Bioinformatics / Florentino Fernández Riverola (Ed. Lit.) (p. 137-145-145) - 1/1/2017

10.1007/978-3-319-60816-7_17 View at source

A web-based platform for remote sensing image annotation

  • Angel García-Pedrero
  • Consuelo Gonzalo-Martín
  • Mario Lillo-Saavedra
  • César Ortíz-Toro

Geobia 2016: Solutions And Synergies - 1/1/2016

  • iMarina

Deep Learning for superpixel-based classfication of remote sensing images.

  • Consuelo Gonzalo-Martín
  • Angel García-Pedrero
  • Mario Lillo-Saavedra
  • Ernestina Menasalvas

Geobia 2016: Solutions And Synergies - 1/1/2016

  • iMarina

Composite Recurrent Neural Networks for Long-Term Prediction of Highly-Dynamic Time Series Supported by Wavelet Decomposition

  • Gomez-Gil P
  • Garcia-Pedrero A
  • Ramirez-Cortes J

Studies In Computational Intelligence (p. 253-268) - 1/1/2011

10.1007/978-3-642-15534-5_16 View at source

  • ISSN 1860949X

Textural features for automatic detection and categorisation of pneumonia in chest X-ray images

  • Ortiz-Toro CA
  • Garcia-Pedrero A
  • Lillo-Saavedra M
  • Gonzalo-Martin C

Proceedings Of The Ieee Symposium On Computer-Based Medical Systems (p. 19-24) - 1/1/2022

10.1109/cbms55023.2022.00011 View at source

  • ISSN 10637125

A New Model for Short-Term Load Forecasting in an Industrial Park

  • Hernández-Callejo L
  • García-Pedrero A
  • Alonso Gómez V

Communications In Computer And Information Science (p. 29-37) - 1/1/2019

10.1007/978-3-030-12804-3_3 View at source

  • ISSN 18650929

A New Model for Short-Term Load Forecasting in an Industrial Park

  • L Hernandez-Callejo
  • A Garcia-Pedrero
  • V Alonso-Gómez

I Congreso Iberoamericano De Ciudades Inteligentes (Icsc-Cities 2018) - 26/9/2018

  • iMarina

Xylem Vessels Segmentation Through a Deep Learning Approach: A First Look

  • A Garcia-Pedrero
  • A García-Cervigón
  • C Caetano
  • S Calderón-Ramírez
  • J M Olano
  • C Gonzalo-Martín
  • M Lillo-Saavedra
  • M García-Hidalgo
... View more Collapse

2018 Ieee International Work Conference On Bioinspired Intelligence, Iwobi 2018 - Proceedings (p. 1-9) - 12/9/2018

10.1109/iwobi.2018.8464184 View at source

Big data in Health and Earth Observation: Challenges of image analysis

  • GARCIA PEDRERO, ANGEL MARIO

23/7/2018

  • iMarina

Neural Networks and Deep Learning

  • GARCIA PEDRERO, ANGEL MARIO

29/6/2018

  • iMarina

Patentes y derechos de autor: Lo que todo investigador debe saber

  • Tamayo Domínguez, Adrián

6/3/2018

  • iMarina

Big Data in Medicine: Exploiting Unstructured Data

  • GARCIA PEDRERO, ANGEL MARIO

12/12/2018

  • iMarina

Use of machine learning to improve the robustness of spatial estimation of evapotranspiration

  • Fonseca-Luengo D
  • Lillo-Saavedra M
  • Lagos L
  • García-Pedrero A
  • Gonzalo-Martin C

14th Conference On Artificial Intelligence In Medicine, Aime 2013 (p. 237-245) - 1/1/2018

10.1007/978-3-319-75193-1_29 View at source

  • ISSN 16113349

Intensive course on Deep Learning, 2017. International Summer School on Deep Learning

  • GARCIA PEDRERO, ANGEL MARIO

21/7/2017

  • iMarina

This researcher has no working papers.

This researcher has no technical reports.

ECV Fire Disturbance: Fire_cci Phase 2

  • Emilio Chuvieco
  • Consuelo Gonzalo Martín (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Coordinador/a científico/a)
  • GARCIA PEDRERO, ANGEL MARIO (Colaborador/a)
  • Dionisio Rodriguez Esparragon (Colaborador/a)
  • Meryeme Boumahdi (Colaborador/a)

Period: 04-04-2019 - 03-04-2022

Amount of funding: 499941,00 Euros.

  • iMarina

IASIS: Integration and analysis of heterogeneous big data for precision medicine and suggested treatments for different type of patients

  • Provencio Pulla, Mariano (Investigador/a)

Period: 03-04-2017 - 30-06-2020

Type of funding: International

Amount of funding: 456250,00 Euros.

  • iMarina

Integrated supportive services to enhance functional

  • GARCIA PEDRERO, ANGEL MARIO (Participante)
  • POZO GUERRERO, Francisco del (Investigador principal (IP))
  • GONZALO MARTIN, CONSUELO (Participante)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • ORTIZ TORO, CESAR ANTONIO (Participante)

Period: 01-01-2017 - 31-12-2017

Type of funding: International

Amount of funding: 100600,00 Euros.

  • iMarina

SEÑALES: Integración de datos obtenidos mediante sensores remotos para el desarrollo de herramientas predictivas y de seguimiento a gran escala ante el cambio global en el sector forestal

  • Jose Miguel Olano Mendoza (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-01-2017 - 01-01-2019

Type of funding: National

Amount of funding: 120000,00 Euros.

  • iMarina

Plataforma Integral de bajo coste para la monitorización y ayuda de pacientes de enfermedades neurodegenerativas graves en capacidades mentales.

  • GONZALO MARTIN, CONSUELO (Participante)
  • MENASALVAS RUIZ, ERNESTINA (Participante)
  • BERMEJO RODRIGUEZ, GUZMAN (Miembro del equipo de trabajo)
  • GARCIA PEDRERO, ANGEL MARIO (Miembro del equipo de trabajo)
  • RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))

Period: 07-03-2016 - 31-03-2018

Type of funding: National

Amount of funding: 76592,00 Euros.

  • iMarina

Desarrollo de un módulo para la anotación automática de parcelas agrícolas mediante técnicas de minería de datos

  • Consuelo Gonzalo Martin (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-03-2016 - 01-03-2017

Amount of funding: 5100,00 Euros.

  • iMarina

Procesado Avanzado De Datos De Teledeteccion Para La Monitorizacion Y Gestion Sostenible De Recursos Marinos Y Terrestres En Ecosistemas Vulnerables (ARTEMISAT 2)

  • Francisco Javier Marcello Ruiz (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 30-12-2016 - 30-12-2019

Type of funding: National

Amount of funding: 177870,00 Euros.

  • iMarina

PAPHOS: Platform for advanced prescriptive health operational system

  • Atos Spain SAE (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-01-2016 - 01-01-2017

Amount of funding: 100500,00 Euros.

  • iMarina

FACET-2016: Frailty care and well function

  • Francisco Del Pozo Guerrero (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 01-01-2016 - 31-12-2018

Amount of funding: 131550,00 Euros.

  • iMarina

Desarrollo de una plataforma para la anotación de imágenes de satélite

  • Consuelo Gonzalo Martín
  • Mario Lillo Saavedra (Investigador principal (IP))
  • GARCIA PEDRERO, ANGEL MARIO (Investigador/a)

Period: 25-02-2015 - 01-02-2016

  • iMarina

Modelo multi-generativo basado en redes generativas adversarias para reducir el colapso de modo

  • Jesús Ricardo Sevilla Escoboza (Codirector)
  • GARCIA PEDRERO, ANGEL MARIO (Codirector) Doctorando: Miguel Salvador Soriano García

16/2/2024

  • iMarina

Open Tools for Dendrochronology: Advances in Sample Digitization and Deep Learning Methods for Image Segmentation

  • Vicente Rozas Ortíz (Codirector)
  • GARCIA PEDRERO, ANGEL MARIO (Codirector) Doctorando: Miguel García Hidalgo

8/11/2022

  • iMarina

This researcher has no patents or software licenses.

Last data update: 8/28/24 4:30 PM