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Consuelo Gonzalo-Martín
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- affiliation: Universidad Politécnica de Madrid
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2020 – today
- 2024
- [j35]Michela Gravina, Angel García-Pedrero, Consuelo Gonzalo-Martín, Carlo Sansone, Paolo Soda:
Multi input-Multi output 3D CNN for dementia severity assessment with incomplete multimodal data. Artif. Intell. Medicine 149: 102774 (2024) - [j34]Meryeme Boumahdi, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín:
Adjustment of Sentinel-3 Spectral Bands With Sentinel-2 to Enhance the Quality of Spatio-Temporally Fused Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 584-600 (2024) - [c35]Mario Lillo-Saavedra, Pablo Velásquez, Marcela Salgado, Angel García-Pedrero, Consuelo Gonzalo-Martín, Meryeme Boumahdi, Marcelo A. Somos-Valenzuela, Diego Rivera, Valentina Cisterna:
Agent-Based Modeling for Identifying Water Conflicts in Farmer Water User Organizations: A Socio-Hydrological Approach. CSCW Companion 2024: 410-414 - [c34]Meryeme Boumahdi, Consuelo Gonzalo-Martín, Angel García-Pedrero, Mario Lillo-Saavedra:
A Random Forest Approach for Generating Daily Surface Reflectance Time Series Integrating MODIS and Sentinel Data. IGARSS 2024: 9037-9040 - 2023
- [j33]Chinmaya Panigrahy, Ayan Seal, Consuelo Gonzalo-Martín, Pooja Pathak, Anand Singh Jalal:
Parameter adaptive unit-linking pulse coupled neural network based MRI-PET/SPECT image fusion. Biomed. Signal Process. Control. 83: 104659 (2023) - 2022
- [j32]César Antonio Ortiz Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín:
Automatic detection of pneumonia in chest X-ray images using textural features. Comput. Biol. Medicine 145: 105466 (2022) - [j31]Bastian Morales, Angel García-Pedrero, Elizabet Lizama, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Ningsheng Chen, Marcelo A. Somos-Valenzuela:
Patagonian Andes Landslides Inventory: The Deep Learning's Way to Their Automatic Detection. Remote. Sens. 14(18): 4622 (2022) - [c33]César Antonio Ortiz Toro, Angel García-Pedrero, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín:
Textural features for automatic detection and categorisation of pneumonia in chest X-ray images. CBMS 2022: 19-24 - 2021
- [j30]Javier Marcello, Francisco Eugenio, Consuelo Gonzalo-Martín, Dionisio Rodríguez-Esparragón, Ferran Marqués:
Advanced Processing of Multiplatform Remote Sensing Imagery for the Monitoring of Coastal and Mountain Ecosystems. IEEE Access 9: 6536-6549 (2021) - [j29]Consuelo Gonzalo-Martín, Angel García-Pedrero, Mario Lillo-Saavedra:
Improving deep learning sorghum head detection through test time augmentation. Comput. Electron. Agric. 186: 106179 (2021) - [j28]Mario Lillo-Saavedra, Viviana Gavilán, Angel García-Pedrero, Consuelo Gonzalo-Martín, Felipe de la Hoz, Marcelo A. Somos-Valenzuela, Diego Rivera:
Ex Post Analysis of Water Supply Demand in an Agricultural Basin by Multi-Source Data Integration. Remote. Sens. 13(11): 2022 (2021) - 2020
- [j27]Ayan Seal, Aditya Karlekar, Ondrej Krejcar, Consuelo Gonzalo-Martín:
Fuzzy c-means clustering using Jeffreys-divergence based similarity measure. Appl. Soft Comput. 88: 106016 (2020) - [j26]Eduardo Holzapfel, Mario Lillo-Saavedra, Diego Rivera, Viviana Gavilán, Angel García-Pedrero, Consuelo Gonzalo-Martín:
A satellite-based ex post analysis of water management in a blueberry orchard. Comput. Electron. Agric. 176: 105635 (2020) - [j25]Ayan Seal, Angel García-Pedrero, Debotosh Bhattacharjee, Mita Nasipuri, Mario Lillo-Saavedra, Ernestina Menasalvas, Consuelo Gonzalo-Martín:
Multi-scale RoIs selection for classifying multi-spectral images. Multidimens. Syst. Signal Process. 31(2): 745-769 (2020) - [j24]Angel García-Pedrero, Ana Garcia-Cervigon, Jose M. Olano, Miguel Garcia-Hidalgo, Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Cristina Caetano, Saúl Calderón Ramírez:
Convolutional neural networks for segmenting xylem vessels in stained cross-sectional images. Neural Comput. Appl. 32(24): 17927-17939 (2020)
2010 – 2019
- 2019
- [j23]Aditya Karlekar, Ayan Seal, Ondrej Krejcar, Consuelo Gonzalo-Martín:
Fuzzy K-Means Using Non-Linear S-Distance. IEEE Access 7: 55121-55131 (2019) - [j22]Angel García-Pedrero, Mario Lillo-Saavedra, Dionisio Rodríguez-Esparragón, Consuelo Gonzalo-Martín:
Deep Learning for Automatic Outlining Agricultural Parcels: Exploiting the Land Parcel Identification System. IEEE Access 7: 158223-158236 (2019) - [j21]Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Javier Marcello, Consuelo Gonzalo-Martín, Jocelyn Chanussot:
Hyperspectral Classification Through Unmixing Abundance Maps Addressing Spectral Variability. IEEE Trans. Geosci. Remote. Sens. 57(7): 4775-4788 (2019) - [j20]Javier Marcello, Edurne Ibarrola-Ulzurrun, Consuelo Gonzalo-Martín, Jocelyn Chanussot, Gemine Vivone:
Assessment of Hyperspectral Sharpening Methods for the Monitoring of Natural Areas Using Multiplatform Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 57(10): 8208-8222 (2019) - [c32]Marjan Najafabadipour, Massimiliano Zanin, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Beatriz Nuñez García, Virginia Calvo, Juan Luis Cruz-Bermúdez, Mariano Provencio, Ernestina Menasalvas:
Recognition of Time Expressions in Spanish Electronic Health Records. CBMS 2019: 69-74 - [c31]César Antonio Ortiz Toro, Nuria Gutiérrez Sánchez, Consuelo Gonzalo-Martín, Roberto Garrido García, Alejandro Rodríguez González, Ernestina Menasalvas Ruiz:
Radiomics Textural Features Extracted from Subcortical Structures of Grey Matter Probability for Alzheimers Disease Detection. CBMS 2019: 391-397 - [c30]Javier Marcello, Dionisio Rodríguez-Esparragón, Edurne Ibarrola-Ulzurrun, Consuelo Gonzalo-Martín:
Multisensor fusion for the accurate classification of vegetation in complex ecosystems. IWOBI 2019: 81-86 - [c29]Dionisio Rodríguez-Esparragón, Javier Marcello, Nerea Marrero Betancort, Consuelo Gonzalo-Martín:
Estimation of wind intensity data from reanalysis data using a shallow neural network. IWOBI 2019: 87-92 - 2018
- [j19]Dionisio Rodríguez-Esparragón, Javier Marcello, Consuelo Gonzalo-Martín, Angel García-Pedrero, Francisco Eugenio:
Assessment of the spectral quality of fused images using the CIEDE2000 distance. Computing 100(11): 1175-1188 (2018) - [j18]Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas:
À-trous wavelet transform-based hybrid image fusion for face recognition using region classifiers. Expert Syst. J. Knowl. Eng. 35(6) (2018) - [j17]Ernestina Menasalvas Ruiz, Juan Manuel Tuñas, Guzmán Bermejo, Consuelo Gonzalo-Martín, Alejandro Rodríguez González, Massimiliano Zanin, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Jesús Rey, Consuelo Parejo, Juan Luis Cruz-Bermúdez, Mariano Provencio:
Profiling Lung Cancer Patients Using Electronic Health Records. J. Medical Syst. 42(7): 126:1-126:10 (2018) - [j16]Mario Lillo-Saavedra, Angel García-Pedrero, Gabriel Merino, Consuelo Gonzalo-Martín:
TS2uRF: A New Method for Sharpening Thermal Infrared Satellite Imagery. Remote. Sens. 10(2): 249 (2018) - [j15]Angel García-Pedrero, Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Dionisio Rodríguez-Esparragón:
The Outlining of Agricultural Plots Based on Spatiotemporal Consensus Segmentation. Remote. Sens. 10(12): 1991 (2018) - [j14]César Antonio Ortiz, Consuelo Gonzalo-Martín, Angel García-Pedrero, Ernestina Menasalvas Ruiz:
Supervoxels-Based Histon as a New Alzheimer's Disease Imaging Biomarker. Sensors 18(6): 1752 (2018) - [c28]Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Consuelo Gonzalo-Martín, Javier Marcello:
Extended Linear Mixing Model in an Ecosytem with High Spectral Variability. IGARSS 2018: 2685-2688 - [c27]Edurne Ibarrola-Ulzurrun, Javier Marcello, Consuelo Gonzalo-Martín, Jocelyn Chanussot:
Evaluation of Hyperspectral Classification Maps in Heterogeneous Ecosystem. IGARSS 2018: 5764-5767 - [c26]Angel García-Pedrero, Ana Garcia-Cervigon, Cristina Caetano, Saúl Calderón Ramírez, Jose M. Olano, Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Miguel Garcia-Hidalgo:
Xylem Vessels Segmentation Through a Deep Learning Approach: a First Look. IWOBI 2018: 1-9 - [c25]Alejandro Rodríguez González, Consuelo Gonzalo, Ernestina Menasalvas:
Mining Electronic Health Records: Challenges and Impact. SITIS 2018: 747-754 - [c24]Edurne Ibarrola-Ulzurrun, Lucas Drumetz, Jocelyn Chanussot, Javier Marcello, Consuelo Gonzalo-Martín:
Classification Using Unmixing Models in Areas With Substantial Endmember Variability. WHISPERS 2018: 1-4 - [i1]Ernestina Menasalvas Ruiz, Alejandro Rodríguez González, Consuelo Gonzalo-Martín, Massimiliano Zanin, Juan Manuel Tuñas, Mariano Provencio, Maria Torrente, Fabio Franco, Virginia Calvo, Beatriz Nuñez:
IASIS and BigMedilytics: Towards personalized medicine in Europe. CoRR abs/1809.07784 (2018) - 2017
- [j13]Chinmaya Panigrahy, Angel García-Pedrero, Ayan Seal, Dionisio Rodríguez-Esparragón, Nihar Kumar Mahato, Consuelo Gonzalo-Martín:
An Approximated Box Height for Differential-Box-Counting Method to Estimate Fractal Dimensions of Gray-Scale Images. Entropy 19(10): 534 (2017) - [j12]Edurne Ibarrola-Ulzurrun, Javier Marcello-Ruiz, Consuelo Gonzalo-Martín:
Assessment of Component Selection Strategies in Hyperspectral Imagery. Entropy 19(12): 666 (2017) - [j11]Dionisio Rodríguez-Esparragón, Javier Marcello-Ruiz, Francisco Eugenio, Angel García-Pedrero, Consuelo Gonzalo-Martín:
Object-based quality evaluation procedure for fused remote sensing imagery. Neurocomputing 255: 40-51 (2017) - [j10]Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas:
Fusion of Visible and Thermal Images Using a Directed Search Method for Face Recognition. Int. J. Pattern Recognit. Artif. Intell. 31(4): 1756005:1-1756005:17 (2017) - [j9]Edurne Ibarrola-Ulzurrun, Consuelo Gonzalo-Martín, Javier Marcello-Ruiz, Angel García-Pedrero, Dionisio Rodríguez-Esparragón:
Fusion of High Resolution Multispectral Imagery in Vulnerable Coastal and Land Ecosystems. Sensors 17(2): 228 (2017) - [j8]Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Angel García-Pedrero, Octavio Lagos, Ernestina Menasalvas:
Daily Evapotranspiration Mapping Using Regression Random Forest Models. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 10(12): 5359-5368 (2017) - [c23]Ernestina Menasalvas Ruiz, Consuelo Gonzalo, Juan Manuel Tuñas, Alejandro Rodríguez González, Mariano Provencio, Cristina Gonzalez de Pedro, Marta Mendez, Olga Zaretskaia, Juan Luis Cruz, Jesús Rey, Consuelo Parejo:
OncoCall: Analyzing the Outcomes of the Oncology Telephone Patient Assistance. CBMS 2017: 624-629 - [c22]David Fonseca-Luengo, Mario Lillo-Saavedra, Luis Octavio Lagos, Angel García-Pedrero, Consuelo Gonzalo-Martín:
Use of Machine Learning to Improve the Robustness of Spatial Estimation of Evapotranspiration. CIARP 2017: 237-245 - [c21]Virginia Aparicio-Paniagua, Jorge Pérez-Muñoz, Alejandro Rodríguez González, Angel García-Pedrero, Juan Miguel Gómez-Berbís, Consuelo Gonzalo-Martín, Ernestina Menasalvas Ruiz, Giner Alor-Hernández:
Automatic Recording and Analysis of Somniloquy Through the Use of Mobile Devices to Support the Diagnosis of Psychological Pathologies. CITI 2017: 169-180 - [c20]Dionisio Rodríguez-Esparragón, Javier Marcello, Francisco Eugenio-Gonzalez, Angel García-Pedrero, Consuelo Gonzalo-Martín:
Assessment of the spectral quality of fused images using the CIEDE2000 distance. IWOBI 2017: 1-4 - [c19]César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Alejandro Rodríguez González, Ernestina Menasalvas:
Mitosis Detection in Breast Cancer Using Superpixels and Ensemble Classifiers. PACBB 2017: 137-145 - 2016
- [j7]Consuelo Gonzalo-Martín, Mario Lillo-Saavedra, Ernestina Menasalvas, David Fonseca-Luengo, Angel García-Pedrero, Roberto Costumero:
Local optimal scale in a hierarchical segmentation method for satellite images - An OBIA approach for the agricultural landscape. J. Intell. Inf. Syst. 46(3): 517-529 (2016) - [j6]Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Angel García-Pedrero, Octavio Lagos:
Scale-Aware Pansharpening Algorithm for Agricultural Fragmented Landscapes. Remote. Sens. 8(10): 870 (2016) - [c18]Ernestina Menasalvas, Alejandro Rodríguez González, Roberto Costumero, Hector Ambit, Consuelo Gonzalo:
Clinical Narrative Analytics Challenges. IJCRS 2016: 23-32 - [p1]Ernestina Menasalvas, Consuelo Gonzalo-Martín:
Challenges of Medical Text and Image Processing: Machine Learning Approaches. Machine Learning for Health Informatics 2016: 221-242 - 2015
- [j5]Angel García-Pedrero, Consuelo Gonzalo-Martín, David Fonseca-Luengo, Mario Lillo-Saavedra:
A GEOBIA Methodology for Fragmented Agricultural Landscapes. Remote. Sens. 7(1): 767-787 (2015) - [j4]César Antonio Ortiz Toro, Consuelo Gonzalo-Martín, Angel García-Pedrero, Ernestina Menasalvas Ruiz:
Superpixel-Based Roughness Measure for Multispectral Satellite Image Segmentation. Remote. Sens. 7(11): 14620-14645 (2015) - [c17]Dionisio Rodríguez-Esparragón, Javier Marcello-Ruiz, Francisco Eugenio-Gonzalez, Angel García-Pedrero, Consuelo Gonzalo-Martín:
An object approach to the assessment of the spatial quality of pan-sharpened remote sensing images. IWOBI 2015: 49-54 - [c16]Angel García-Pedrero, Dionisio Rodríguez-Esparragón, Consuelo Gonzalo-Martín, Edurne Ibarrola, Mario Lillo-Saavedra, Javier Marcello:
Automatic identification of shrub vegetation of the Teide National Park. IWOBI 2015: 55-60 - 2014
- [j3]Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín:
Robust thermal Face Recognition using Region Classifiers. Int. J. Pattern Recognit. Artif. Intell. 28(5) (2014) - [c15]Ayan Seal, Suranjan Ganguly, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín:
Feature Selection using Particle Swarm Optimization for Thermal Face Recognition. ACSS (1) 2014: 25-35 - [c14]Roberto Costumero, Angel García-Pedrero, Consuelo Gonzalo-Martín, Ernestina Menasalvas, Socorro Millán:
Text Analysis and Information Extraction from Spanish Written Documents. Brain Informatics and Health 2014: 188-197 - [c13]Roberto Costumero, Federico López, Consuelo Gonzalo-Martín, Marta Millán, Ernestina Menasalvas:
An Approach to Detect Negation on Medical Documents in Spanish. Brain Informatics and Health 2014: 366-375 - [c12]Dionisio Rodríguez-Esparragón, Javier Marcello-Ruiz, Anabella Medina Machín, Francisco Eugenio-Gonzalez, Consuelo Gonzalo-Martín, Angel García-Pedrero:
Evaluation of the performance of spatial assessments of pansharpened images. IGARSS 2014: 1619-1622 - [c11]Roberto Costumero, Consuelo Gonzalo-Martín, Ernestina Menasalvas:
TIDA: A Spanish EHR Semantic Search Engine. PACBB 2014: 235-242 - [c10]David Fonseca-Luengo, Angel García-Pedrero, Mario Lillo-Saavedra, Roberto Costumero, Ernestina Menasalvas, Consuelo Gonzalo-Martín:
Optimal Scale in a Hierarchical Segmentation Method for Satellite Images. RSEISP 2014: 351-358 - [c9]César Antonio Ortiz, Consuelo Gonzalo-Martín, José María Peña Sánchez, Ernestina Menasalvas:
3D Dendrite Spine Detection - A Supervoxel Based Approach. RSEISP 2014: 359-366 - [c8]Ayan Seal, Debotosh Bhattacharjee, Mita Nasipuri, Consuelo Gonzalo-Martín, Ernestina Menasalvas:
Histogram of Bunched Intensity Values Based Thermal Face Recognition. RSEISP 2014: 367-374 - 2011
- [j2]Mario Lillo-Saavedra, Consuelo Gonzalo-Martín, Octavio Lagos:
Toward reduction of artifacts in fused images. Int. J. Appl. Earth Obs. Geoinformation 13(3): 368-375 (2011) - [j1]Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
A combined measure for quantifying and qualifying the topology preservation of growing self-organizing maps. Neurocomputing 74(16): 2624-2632 (2011)
2000 – 2009
- 2009
- [c7]Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
Topology Preserving Visualization Methods for Growing Self-Organizing Maps. IWANN (1) 2009: 196-203 - [r1]Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
Growing Self-Organizing Maps for Data Analysis. Encyclopedia of Artificial Intelligence 2009: 781-787 - 2007
- [c6]Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
Visualizing High-Dimensional Input Data with Growing Self-Organizing Maps. IWANN 2007: 580-587 - 2004
- [c5]Soledad Delgado, Consuelo Gonzalo, Estibaliz Martinez, Agueda Arquero:
Improvement of self-organizing maps with growing capability for goodness evaluation of multispectral training patterns. IGARSS 2004 - 2002
- [c4]Consuelo Gonzalo, Agueda Arquero, Estíbaliz Martínez:
Use of scattergrams for determining and evaluating changes associated to degraded land cover areas. IGARSS 2002: 1201-1203
1990 – 1999
- 1999
- [c3]Kamal R. Al-Rawi, Consuelo Gonzalo, Agueda Arquero:
Supervised Art-II: a new neural network architecture, with quicker learning algorithm, for learning and classifying multivaled input patterns. ESANN 1999: 289-294 - 1997
- [c2]Isabel García, Consuelo Gonzalo, Margarita Pérez-Castellanos, José A. Moreno, José Sánchez-Dehesa:
Efficient computation of the discrete Wigner distribution function through a new iterative algorithm. ICASSP 1997: 1981-1984 - 1990
- [c1]Consuelo Gonzalo:
Space-variant filtering of images through a hybrid implementation of the Wigner distribution function. VCIP 1990
Coauthor Index
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