Garcia Pedrero, Angel Mario angelmario.garcia@upm.es
Publications
- Articles 33
- Books 0
- Book chapters 4
- Conferences 49
- Working papers 0
- Technical reports 0
- Research projects 16
- Supervised theses 1
- Patent or software license 0
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 Á
- Rozas V
- Sangüesa-Barreda G
- García-Cervigón AI
- Resente G
- Wilmking M
- Olano JM
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;
Remote Sensing - 22/9/2022
10.3390/rs14184622 View at source
- ISSN 20724292
- iMarina
- iMarina
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;
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;
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
Ecological Applications - 1/4/2021
10.1002/eap.2288 View at source
- ISSN 10510761
rho-MtreeRing: A Graphical User Interface for X-ray Microdensity Analysis
- Garcia-Hidalgo, Miguel
- Garcia-Pedrero, angel M.
- Caetano-Sanchez, Cristina
- Gomez-Espana, Marcos
- Lillo-Saavedra, Mario
- Olano, Jose Miguel;
Forests - 1/10/2021
10.3390/f12101405 View at source
- ISSN 19994907
Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration
- Lillo-Saavedra, Mario
- Gavilan, Viviana
- Garcia-Pedrero, Angel
- Gonzalo-Martin, Consuelo
- de la Hoz, Felipe
- Somos-Valenzuela, Marcelo
- Rivera, Diego;
Remote Sensing - 1/1/2021
10.3390/rs13112022 View at source
- ISSN 20724292
This researcher has no books.
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers
- César A Ortiz Toro
- Consuelo Gonzalo Martín
- Angel Mario García Pedrero
- Alejandro Rodríguez González
- Ernestina Menasalvas
11th International Conference On Practical Applications Of Computational Biology & Bioinformatics / Florentino Fernández Riverola (Ed. Lit.) (p. 137-145-145) - 1/1/2017
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
- iMarina
- iMarina
Improving Deep Neural Networks: Hyperparameter tuning, Regularization and Optimization
- GARCIA PEDRERO, ANGEL MARIO
1/10/2017
- iMarina
Structuring Machine Learning Projects
- GARCIA PEDRERO, ANGEL MARIO
1/10/2017
- iMarina
Convolutional Neural Networks for estimating spatially-distributed evapotranspiration
- García-Pedrero A
- Gonzalo-Martín C
- Lillo-Saavedra M
- Rodríguez-Esparragón D
- Menasalvas E
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2278321 View at source
- ISSN 0277786X
Increasing the UAV data value by an OBIA methodology
- Garcia-Pedrero, Angel
- Lillo-Saavedra, Mario
- Rodriguez-Esparragon, Dionisio
- Rodriguea-Gonzlaez, Alejandro
- Gonzalo-Martin, Consuelo;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2277891 View at source
- ISSN 0277786X
A Random Forest and Superpixels approach to sharpen thermal infrared satellite imagery
- Lillo-Saavedra, Mario
- Garcia-Pedrero, Angel
- Rodriguez-Esparragon, Dionisio
- Gonzalo-Martin, Consuelo;
Proceedings Of Spie - The International Society For Optical Engineering - 1/1/2017
10.1117/12.2277940 View at source
- ISSN 0277786X
Automatic identification of shrub vegetation of the Teide National Park
- Garcia-Pedrero, Angel
- Rodriguez-Esparragon, Dionisio
- Gonzalo-Martin, Consuelo
- Ibarrola, Edurne
- Lillo-Saavedra, Mario
- Marcello, Javier
2015 4th International Work Conference On Bioinspired Intelligence (Iwobi) (p. 55-59) - 15/7/2015
An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images
- Rodriguez-Esparragon D
- Marcello-Ruiz J
- Eugenio-Gonzalez F
- Garcia-Pedrero A
- Gonzalo-Martin C
2014 International Work Conference On Bio-Inspired Intelligence: Intelligent Systems For Biodiversity Conservation, Iwobi 2014 - Proceedings (p. 49-54) - 15/7/2015
Evapotranspiration mapping without thermal band using Random Forest
- C Gonzalo-Martín
- M Lillo-Saavedra
- A García-Pedrero
- D Fonseca-Luengo
- O Lagos
- E Menasalvas
35th Earsel Symposium Conference: European Remote Sensing - Progress, Challenges And Opportunities (p. 62-67) - 15/6/2015
- iMarina
A machine learning approach for agricultural parcel delimitation through agglomerative segmentation
- A García-Pedrero
- C Gonzalo-Martín
- M Lillo-Saavedra
35th Earsel Symposium Conference: European Remote Sensing - Progress, Challenges And Opportunities (p. 68-73) - 15/6/2015
- iMarina
An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images
- D Rodríguez-Esparragón
- J Marcello-Ruiz
- F Eugenio-González
- Á García-Pedrero
- C Gonzalo-Martín
Bioinspired Intelligence (Iwobi), 2015 4th International Work Conference On (p. 49-54) - 9/6/2015
- 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
- MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
- RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
- GONZALO MARTIN, CONSUELO (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
- ZANIN ZANIN, MASSIMILIANO (Participante)
- Fernández Baizán, María Covadonga (Participante)
- GARCIA PEDRERO, ANGEL MARIO (Participante)
- TUÑAS MARTÍN, JUAN MANUEL (Participante)
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.
- 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
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.
Research groups
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Minería de Datos y Simulación (MIDAS)
Role: Miembro
Researcher profiles
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ORCID
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Scopus Author ID