Garcia Pedrero, Angel Mario angelmario.garcia@upm.es
Publications
- Articles 35
- Books 0
- Book chapters 4
- Conferences 49
- Working papers 0
- Technical reports 0
- Research projects 16
- Supervised theses 2
- Patent or software license 0
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
Improving deep learning sorghum head detection through test time augmentation
- Gonzalo-Martin, Consuelo
- Garcia-Pedrero, Angel
- Lillo-Saavedra, Mario;
Computers And Electronics In Agriculture - 1/1/2021
10.1016/j.compag.2021.106179 View at source
- ISSN 01681699
Multi-scale RoIs selection for classifying multi-spectral images
- Seal, A
- Garcia-Pedrero, A
- Bhattacharjee, D
- Nasipuri, M
- Lillo-Saavedra, M
- Menasalvas, E
- Gonzalo-Martin, C
Multidimensional Systems And Signal Processing (p. 745-769) - 1/4/2020
10.1007/s11045-019-00684-1 View at source
- ISSN 09236082
Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images
- Garcia-Pedrero, Angel
- Garcia-Cervigon, Ana I.
- Olano, Jose M.
- Garcia-Hidalgo, Miguel
- Lillo-Saavedra, Mario
- Gonzalo-Martin, Consuelo
- Caetano, Cristina
- Calderon-Ramirez, Saul;
Neural Computing & Applications (p. 17927-17939) - 1/12/2020
10.1007/s00521-019-04546-6 View at source
- ISSN 14333058
A satellite-based ex post analysis of water management in a blueberry orchard
- Holzapfel, Eduardo
- Lillo-Saavedra, Mario
- Rivera, Diego
- Gavilan, Viviana
- Garcia-Pedrero, Angel
- Gonzalo-Martin, Consuelo;
Computers And Electronics In Agriculture - 1/1/2020
10.1016/j.compag.2020.105635 View at source
- ISSN 01681699
Sample-Size Determination Methodologies for Machine Learning in Medical Imaging Research: A Systematic Review
- Balki I
- Amirabadi A
- Levman J
- Martel AL
- Emersic Z
- Meden B
- Garcia-Pedrero A
- Ramirez SC
- Kong D
- Moody AR
- Tyrrell PN
Canadian Association Of Radiologists Journal-Journal De L Association Canadienne Des Radiologistes (p. 344-353) - 1/11/2019
10.1016/j.carj.2019.06.002 View at source
- ISSN 08465371
Seasonal crop water balance using harmonized Landsat-8 and Sentinel-2 time series data
- Gavilán V
- Lillo-Saavedra M
- Holzapfel E
- Rivera D
- García-Pedrero A
Water (Water-Sui) - 1/11/2019
10.3390/w11112236 View at source
- ISSN 20734441
Deep Learning for Automatic Outlining Agricultural Parcels: Exploiting the Land Parcel Identification System
- Garcia-Pedrero, Angel
- Lillo-Saavedra, Mario
- Rodriguez-Esparragon, Dionisio
- Gonzalo-Martin, Consuelo
Ieee Access (p. 158223-158236) - 1/1/2019
10.1109/access.2019.2950371 View at source
- ISSN 21693536
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
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
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
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
- iMarina
- iMarina
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
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.
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