Gonzalo Martin, Consuelo consuelo.gonzalo@upm.es
Publications
- Articles 69
- Books 1
- Book chapters 13
- Conferences 127
- Working papers 0
- Technical reports 0
- Research projects 68
- Supervised theses 11
- Patent or software license 1
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
Fuzzy c-means clustering using Jeffreys-divergence based similarity measure
- Seal, Ayan
- Karlekar, Aditya
- Krejcar, Ondrej
- Gonzalo-Martin, Consuelo;
Applied Soft Computing - 1/3/2020
10.1016/j.asoc.2019.106016 View at source
- ISSN 15684946
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
Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability
- Ibarrola-Ulzurrun E
- Drumetz L
- Marcello J
- Gonzalo-Martin C
- Chanussot J
Ieee Transactions On Geoscience And Remote Sensing (p. 4775-4788) - 1/7/2019
10.1109/tgrs.2019.2892903 View at source
- ISSN 01962892
Temporal dynamic analysis of a mountain ecosystem based on multi-source and multi-scale remote sensing data
- Ibarrola-Ulzurrun E
- Marcello J
- Gonzalo-Martín C
- Martín-Esquivel J
Ecosphere - 1/6/2019
10.1002/ecs2.2708 View at source
- ISSN 21508925
Fuzzy K-Means Using Non-Linear S-D stance
- Karlekar, Aditya
- Seal, Ayan
- Krejcar, Ondrej
- Gonzalo-Martin, Consuelo;
Ieee Access (p. 55121-55131) - 1/1/2019
10.1109/access.2019.2910195 View at source
- ISSN 21693536
Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery
- Marcello, Javier
- Ibarrola-Ulzurrun, Edurne
- Gonzalo-Martin, Consuelo
- Chanussot, Jocelyn
- Vivone, Gemine
Ieee Transactions On Geoscience And Remote Sensing (p. 8208-8222) - 1/1/2019
10.1109/tgrs.2019.2918932 View at source
- ISSN 01962892
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
Profiling Lung Cancer Patients Using Electronic Health Records
- Menasalvas Ruiz, Ernestina
- Manuel Tunas, Juan
- Bermejo, Guzman
- Gonzalo Martin, Consuelo
- Rodriguez-Gonzalez, Alejandro
- Zanin, Massimiliano
- Gonzalez de Pedro, Cristina
- Mendez, Marta
- Zaretskaia, Olga
- Rey, Jesus
- Parejo, Consuelo
- Cruz Bermudez, Juan Luis
- Provencio, Mariano;
Journal Of Medical Systems - 1/7/2018
10.1007/s10916-018-0975-9 View at source
- ISSN 01485598
- iMarina
- iMarina
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
Balancing The Spatial And Spectral Quality Of Satellite Fused Images Through a Search Algorithm
- Consuelo Gonzalo Martin
- Mario Fernando Lillo Saavedra
Search Algorithms - 1/1/2011
- iMarina
Clasificación de Imágenes Multiespectrales mediante Técnicas Orientadas a Objetos (CIMTOO): una aplicación a la cuantificación de la turbidez de un lago
- Carlos Quintana Sotomayor
- Mario Fernando Lillo Saavedra
- Consuelo Gonzalo Martín
Teledetección. Bosques Y Cambio Climático (p. 397-400) - 1/1/2011
- iMarina
Growing Self-Organizing Maps for Data Analysis
- Maria Soledad Delgado Sanz
- M.Estibaliz Martinez Izquierdo
- Agueda Arquero Hidalgo
- Consuelo Gonzalo Martin
Encyclopedia Of Artificial Intelligence - 1/1/2008
- iMarina
Influencia de la calidad de imágenes fusionadas mediante el algoritmo Wavelet-à trous en el proceso de clasificación
- Agueda Arquero Hidalgo
- Consuelo Gonzalo Martín
- E Martínez Izquierdo
- M Lillo-Saavedra
El Acceso A La Información Espacial Y Las Nuevas Tecnologías Geográficas (p. 611-622) - 1/1/2006
- iMarina
Objective determination of the degradation level of the multispectral and panchromatic images for fusion by means of the à trous algorithm
- Mario Lillo Saavedra
- Consuelo Gonzalo Martín
Global Developments In Environmental Earth Observation From Space (p. 103-110) - 1/1/2006
- iMarina
Customized fusion of satellite images based on the á trous algorithm
- Consuelo Gonzalo Martín
- Mario Lillo Saavedra
Spie-Image And Signal Processing For Remote Sensing x (p. 444-451) - 1/1/2004
- iMarina
Evaluation of a Change Detection Method based on joint spatial-spectral Information
- M.Estibaliz Martinez Izquierdo
- Consuelo Gonzalo Martin
- Agueda Arquero Hidalgo
- Mario Lillo Saavedra
Remote Sensing In Transition - 1/1/2004
- 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
ASSESSING POROSITY MORPHOLOGY IN COMPOSITE MATERIALS BY ANALYSIS OF FREQUENCY RESPONSE
- Caballero-Garzon JI
- Cosarinsky G
- Camacho J
- Menasalvas E
- Gonzalo-Martin C
- Sket F
- González C
Eccm 2022 - Proceedings Of The 20th European Conference On Composite Materials: Composites Meet Sustainability (p. 483-491) - 1/1/2022
- iMarina
Multisensor fusion for the accurate classification of vegetation in complex ecosystems
- Marcello J
- Rodriguez-Esparragon D
- Ibarrola-Ulzurrun E
- Gonzalo-Martin C
Iwobi 2019 - Ieee International Work Conference On Bioinspired Intelligence, Proceedings (p. 81-86) - 1/7/2019
Estimation of wind intensity data from reanalysis data using a shallow neural network
- Rodriguez-Esparragon D
- Marcello J
- Betancort NM
- Gonzalo-Martin C
Iwobi 2019 - Ieee International Work Conference On Bioinspired Intelligence, Proceedings (p. 87-92) - 1/7/2019
Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection.
- César Antonio Ortiz Toro
- Nuria Gutiérrez Sánchez
- Consuelo Gonzalo-Martín
- Roberto Garrido García
- Alejandro Rodriguez González
- Ernestina Menasalvas Ruiz
Proc Ieee Int Symp Comput Based Med Syst (p. 391-397) - 1/6/2019
10.1109/cbms.2019.00084 View at source
- ISSN 23729198
- iMarina
- iMarina
Recognition of Time Expressions in Spanish Electronic Health Records
- Marjan Najafabadipour
- Massimiliano Zanin
- Alejandro Rodríguez-González
- Consuelo Gonzalo-Martín
- Beatriz Nuñez García
- Virginia Calvo
- Juan Luis Cruz Bermudez
- Mariano Provencio
- Ernestina Menasalvas
Proc Ieee Int Symp Comput Based Med Syst (p. 69-74) - 1/6/2019
10.1109/cbms.2019.00025 View at source
- ISSN 23729198
- iMarina
- 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
Classification Using Unmixing Models in Areas with Substantial Endmember Variability
- Ibarrola-Ulzurrun E
- Drumetz L
- Chanussot J
- Marcello J
- Gonzalo-Martin C
Workshop On Hyperspectral Image And Signal Processing, Evolution In Remote Sensing - 1/9/2018
10.1109/whispers.2018.8747096 View at source
- ISSN 21586276
Mining Electronic Health Records: Challenges and Impact
- Menasalvas, E
- Rodriguez-González, A
- Gonzalo, C
Proceedings - 14th International Conference On Signal Image Technology And Internet Based Systems, Sitis 2018 (p. 747-754) - 2/7/2018
10.1109/sitis.2018.00119 View at source
- iMarina
- iMarina
Evaluation of hyperspectral classification maps in heterogeneous ecosystem
- Ibarrola-Ulzurrun E
- Marcello J
- Gonzalo-Martin C
- Chanussot J
International Geoscience And Remote Sensing Symposium (Igarss) (p. 5764-5767) - 31/10/2018
This researcher has no working papers.
This researcher has no technical reports.
Cancer Long Survivors Artificial Intelligence Follow Up
- RIOS SANCHEZ, BELEN (Participante)
- MENGUAL GALAN, LUIS (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- SWOBODA, NIKOLAUS GUYON (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- HERRERO MARTIN, MARIA PILAR (Participante)
- MENASALVAS RUIZ, ERNESTINA (Investigador principal (IP))
- RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
- GONZALO MARTIN, CONSUELO (Participante)
- ROBLES FORCADA, VICTOR (Participante)
- Fernández Baizán, María Covadonga (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
Period: 01-01-2020 - 30-06-2023
Type of funding: International
Amount of funding: 487500,00 Euros.
- iMarina
BDVe: Big Data Value ecosystem. SAP SE (Headquarters); H2020-EU.2.1.1. (Competitive funding program)
- GONZALO MARTIN, CONSUELO (Colaborador/a)
Period: From 01-01-2020
- iMarina
Prediction of Diseases through Computer Assisted Diagnosis System Using Images Captured by Minimally-invasive and Non-invasive Modalities
- Ayan Seal
- Debotosh Bhattacharjee
- Consuelo Gonzalo Martín
- Ernestina Menasalvas Ruiz (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Investigador/a)
Period: 13-05-2019 - 12-05-2021
Type of funding: International
- iMarina
ESA Climate Change Initiative+
- GONZALO MARTIN, CONSUELO (Investigador principal (IP))
Period: 04-04-2019 - 09-06-2024
Type of funding: International
Amount of funding: 54999,00 Euros.
- iMarina
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
S2018/NMT-4381 - UPM-MMEAN. Fabricación inteligente de materiales avanzados para el transporte, la energía y la salud
- Campos Gomez, Monica
- Torralba Castello, Jose Manuel
- Macia Rodriguez, Eric
- Meza Manzaneque, Juan Alberto
- Cornide Arce, Juan
Period: 01-01-2019 - 30-04-2023
Type of funding: Regional
Funding entity: CAM. CONSEJERÍA DE EDUCACIÓN E INVESTIGACION
Amount of funding: 55200,00 Euros.
- iMarina
- UC3M
Repotenciación Optimizada Inteligente De Plantas Solares Fotovoltaicas Mediante Mantenimiento Preventivo Y Predictivo
- Consuelo Gonzalo Martin (Investigador principal (IP))
- GONZALO MARTIN, CONSUELO (Coordinador del proyecto total, red o consorcio)
Period: From 01-03-2018
- iMarina
seCUre and pRivate hEalth data eXchange
- ROBLES FORCADA, VICTOR (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- MENASALVAS RUIZ, ERNESTINA (Participante)
- GONZALO MARTIN, CONSUELO (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- Moreno Sánchez-Capuchino, Ana María (Participante)
- HERRERO MARTIN, MARIA PILAR (Participante)
- Fernández Baizán, María Covadonga (Participante)
Period: 01-12-2018 - 31-03-2022
Type of funding: International
Amount of funding: 204375,00 Euros.
- iMarina
Big Data for Medical Analytics
- PEREZ PEREZ, AURORA (Participante)
- DIAZ HONRUBIA, ANTONIO JESUS (Participante)
- SEGOVIA PEREZ, FCO.JAVIER (Participante)
- VIGUERAS GONZALEZ, GUILLERMO ANTONIO (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Investigador principal (IP))
- MENASALVAS RUIZ, ERNESTINA (Participante)
- GONZALO MARTIN, CONSUELO (Participante)
- HERRERO MARTIN, MARIA PILAR (Participante)
- Fernández Baizán, María Covadonga (Participante)
- ROBLES FORCADA, VICTOR (Participante)
Period: 01-01-2018 - 30-09-2021
Type of funding: International
Amount of funding: 230000,00 Euros.
- iMarina
EIT Digital Blended Master Programs 2018
- Fernández Baizán, María Covadonga (Participante)
- PEREZ PEREZ, AURORA (Participante)
- PATIÑO MARTINEZ, MARTA (Investigador principal (IP))
- Fuertes Castro, José Luis (Participante)
- CARACA-VALENTE HERNANDEZ, JUAN PEDRO (Participante)
- RODRIGUEZ GONZALEZ, ALEJANDRO (Participante)
Period: 01-01-2018 - 31-12-2018
Type of funding: International
Amount of funding: 40000,00 Euros.
- iMarina
A multisensor and multiscale methodological framework for complex natural ecosystems
- Javier Marcello (Codirector)
- GONZALO MARTIN, CONSUELO (Director) Doctorando: Edurne Ibarrola Ulzurrun
3/5/2019
- iMarina
Algoritmos de segmentación semántica para anotación de imágenes
- GONZALO MARTIN, CONSUELO (Director)
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: ORTIZ TORO, César Antonio
1/1/2019
- iMarina
A multisensor and multiscale methodological framework for the management of complex natural ecosystems
- Consuelo Gonzalo Martin (Director)
- Francisco Javier Marcelo Ruiz (Director) Doctorando: Edurne Ibarrola Ulzurrun
1/1/2019
- iMarina
Big Medical Text Analytics: querying, searching and understanding clinical data
- GONZALO MARTIN, CONSUELO (Director)
- MENASALVAS RUIZ, ERNESTINA (Director) Doctorando: Costumero Moreno, Roberto
20/9/2017
- iMarina
Evaluación y desarrollo de métricas de calidad espacial y espectral para aplicaciones de fusión de imágenes multiespectrales de teledetección de alta resolución
- Consuelo Gonzalo Martin (Director)
- Francisco Eugenio Gonzalez (Director)
- Francisco Javier Marcelo Ruiz (Director) Doctorando: Dionisio Rodríguez Esparragón
8/2/2016
- iMarina
Spatio-temporal Analysis of Agricultural Landscape Images: A Superpixel-based Approach
- Consuelo Gonzalo Martin (Director)
- Mario Fernando Lillo Saavedra (Director) Doctorando: Angel Mario García Pedrero
1/1/2016
- iMarina
Estimación de evapotranspiración espacialmente distribuida mediante un enfoque GEOBIA
- Mario Lillo Saavedra
- Ocatvio Lagos (Codirector)
- GONZALO MARTIN, CONSUELO (Director) Doctorando: David Fonseca Luengo
26/8/2015
- iMarina
Nuevos algoritmos de entrenamiento y visualización de redes neuronales autoorganizativas para su aplicación en teledetección
- Consuelo Gonzalo Martin (Director)
- Estíbaliz Martínez Izquierdo (Director) Doctorando: María Soledad Delgado Sanz
1/1/2010
- iMarina
Diseño, evaluación y aplicación de nuevas estrategias para fusión de imágenes de satélite
- Consuelo Gonzalo Martin (Director) Doctorando: Mario Fernando Lillo Saavedra
1/1/2005
- iMarina
Método de inspección de un volumen de un componente compuesto, aparato para inspeccionar el componente compuesto y un programa de ordenador
- CABALLERO GARZON, JUAN IGNACIO (Autor o Coautor)
- Sket, Federico (Autor o Coautor)
- MENASALVAS RUIZ, ERNESTINA (Autor o Coautor)
- GONZALEZ MARTINEZ, CARLOS DANIEL (Autor o Coautor)
- GONZALO MARTIN, CONSUELO (Autor o Coautor)
9/5/2023
- iMarina
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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Publons
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Scopus Author ID
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Dialnet id