@inproceedings{2023_Adsuara,
author = {Adsuara, J. and Pérez-Suay, A. and et al.},
booktitle = {IN-RED 2023: IX Congreso de Innovación Educativa y Docencia en Red},
title = {Motivation and Acceptation Model para herramientas tecnológicas en el ámbito universitario},
year = {2023},
volume = {},
number = {},
pages = {}
}
@inproceedings{2023_Perez-Suay,
author = {Pérez-Suay, A. and Arevalillo-Herráez, M. and Arnau, D. and García-Bayona, I and González-Calero, J. A.},
booktitle = {XXVI Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {Brecha de género en la resolución aritmética de problemas: Un estudio sobre la gestión del error},
year = {2023},
volume = {},
number = {},
pages = {}
}
@inproceedings{2023_Ismael_Eye,
author = {Garcia-Bayona, I. and Pérez-Suay, A. and Van Vaerenbergh, S. and Pascual-Venteo, A.B.},
booktitle = {XXVI Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {UN ESTUDIO SOBRE EL USO DE ESQUEMAS Y AYUDAS VISUALES EN RESOLUCIÓN DE PROBLEMAS MATEMÁTICOS MONITORIZADO CON SEGUIMIENTO OCULAR},
year = {2023},
volume = {},
number = {},
pages = {}
}
@inproceedings{2023_Ventura_RE,
author = {Ventura-Campos, N. and Moreno-Rus A. and Pérez-Suay, A.},
booktitle = {XXVI Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {EL PAPEL DEL ALGEBRA TEMPRANA COMO POSIBLE INDICADOR DEL ERROR DE INVERSIÓN},
year = {2023},
volume = {},
number = {},
pages = {}
}
@inproceedings{2023_Ventura,
author = {Ventura-Campos, N. and Pérez-Suay, A. and Melchor-Borja, C.},
booktitle = {XXVI Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {Pensamiento computacional y su relación con variables cognitivas en el ámbito universitario},
year = {2023},
volume = {},
number = {},
pages = {}
}
@inproceedings{2021_Varela_SEIEM,
author = {Varela-Uribe, A. and Van Vaerenbergh, S. and Pérez-Suay, A},
booktitle = {XXIV Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {Comparativa de Sistemas Tutores Inteligentes para el Aprendizaje de las Matemáticas},
year = {2021},
volume = {Entornos Tecnológicos en Educación Matemática},
number = {},
pages = {}
}
@inproceedings{2021_ITS_SEIEM,
author = {Varela-Uribe, A. and Van Vaerenbergh, S. and Pérez-Suay, A},
booktitle = {XXIV Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {Enseñanza individualizada de matemáticas mediante herramientas de inteligencia artificial en entornos escolares tradicionales},
year = {2021},
volume = {},
number = {},
pages = {}
}
@inproceedings{2021_AITaxonomy_SEIEM,
author = {Van Vaerenbergh, S. and Pérez-Suay, A},
booktitle = {XXIV Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {Inteligencia artificial para la didáctica de las matemáticas: resumen y taxonomía},
year = {2021},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Labrada_SEIEM,
author = {Labrada-Berga, A. and Pérez-Suay, A. and Van Vaerenbergh, S. and Pascual-Venteo, A. B.},
booktitle = {XXV Simposio de la Sociedad Española de Investigación en Educación Matemática},
title = {LA RESOLUCIÓN DE PROBLEMAS MEDIANTE EL PENSAMIENTO COMPUTACIONAL: ESTUDIO DE GÉNERO DE UNA EXPERIENCIA EN EL AULA DE INFANTIL CON ROBOTS EDUCATIVOS BEE-BOT},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Adsuara_LPS,
author = {J. Adsuara and G. Varando and A. Pérez-Suay and K. Cohrs and E. Díaz and D. Bueso and G. Camps-Valls},
booktitle = {Living Planet Symposium, 23-27 May 2022, Bonn, Germany 2022},
title = {Characterizing the Earth complex dynamical system through spectral decomposition of kernel transfer operators},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Mateo-Sanchis_LPS,
author = {A. Mateo-Sanchis and J. Adsuara and A. Pérez-Suay and M. Piles and J. Muñoz-Marí and G. Camps-Valls},
booktitle = {Living Planet Symposium, 23-27 May 2022, Bonn, Germany 2022},
title = {Understanding Neural Networks for Crop Yield Estimation},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Lopez-Puigdollers_LPS,
author = {D. López-Puigdollers and A. Pérez-Suay and G. Mateo-García and L. Gómez-Chova},
booktitle = {Living Planet Symposium, 23-27 May 2022, Bonn, Germany 2022},
title = {Exploiting Spatial and Temporal Information with ConvLSTM Networks for Cloud Detection over Landmarks},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Pascual-Venteo_Senseco,
author = {A.B. Pacual-Venteo and J. Estévez and K. Berger and J.L. García-Soria and E. Portalés-Julia and A. Pérez-Suay, J. Verrelst},
booktitle = {SENSECO final conference, 26-28 September, Izmir, Türkiye},
title = {Crop Traits Models for the upcoming CHIME mission: a validation study with PRISMA Data},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Morata_Senseco,
author = {M. Morata and B.Siegmann and A.Pérez and J.L. García-Soria and J.P. Rivera-Caicedo and J. Verrelst},
booktitle = {SENSECO final conference, 26-28 September, Izmir, Türkiye},
title = {Emulation of Solar-Induced Fluorescence from spaceborne PRISMA imagery using Neural Networks},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Morata_EARSel,
author = {M. Morata and B. Siegmann and A. Pérez and J. P. Rivera Caicedo and J. Verrelst},
booktitle = {EARSeL Imaging Spectroscopy Workshop, 22-24 May, Potsdam, Germany},
title = {Emulation of hyperspectral imagery from Sentinel 2 images using Regression Neural Networks},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Morata_LPS,
author = {M. Morata Dolz and A. Perez and B. Siegmann and J. Rivera-Caicedo and J. Verrelst},
booktitle = {ESA Living Planet Symposium, Bonn, Germany},
title = {Emulation of synthetic hyperspectral Sentinel-2-like images using Neural Networks},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Pascual-Venteo_LPS,
author = {A.B. Pascual-Venteo and E. Portales-Julià and A. Perez and J. Verrelst},
booktitle = {ESA Living Planet Symposium, Bonn, Germany},
title = {Large-scale machine learning techniques for vegetation traits estimation: opportunities for the CHIME mission},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Van-Wittenberghe_LPS,
author = {S. Van Wittenberghe and A. Pascual-Venteo and A. Perez and V. Laparra and E. Amin and C. Tenjo and L. Alonso and N. Sabater and J. Verrelst and J. Moreno},
booktitle = {ESA Living Planet Symposium, Bonn, Germany},
title = {FLEX retrieval of fluorescence quantum efficiency as the essential step to quantify actual photosynthesis from space},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Garcia-Soria_LPS,
author = { J. García Soria and A. Pascual-Venteo and A. Perez and J. Estévez García and J. Rivera-Caicedo and K. Berger and J. Verrelst},
booktitle = {ESA Living Planet Symposium, Bonn, Germany},
title = {Comparing uncertainties provided by machine learning methods for the retrieval of vegetation variables: applications for Sentinel-2},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Van-Wittenberghe_LPS2,
author = {Shari Van Wittenberghe and Ana Belen Pascual and Adrian Perez-Suay and Valero Laparra and Eatidal Amin and Carolina Tenjo and Luis Alonso and Neus Sabater and Jochem Verrelst and Jose Moreno},
booktitle = {Living Planet Symposium (May 2022)},
title = {FLEX-FLORIS retrieval of fluorescence quantum efficiency as a first step to quantify actual photosynthesis from space},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_Van-Wittenberghe_RAQRS,
author = { Shari Van Wittenberghe and Ana Belen Pascual and Adrian Perez and Eatidal Amin and Carolina Tenjo and Neus Sabater and Jose Moreno},
booktitle = {Recent Advances in Quantitative Remote Sensing (RAQRS)},
title = {Retrieval of apparent fluorescence quantum efficiency from FLEX-FLORIS 500-780 nm},
year = {2022},
volume = {},
number = {},
pages = {}
}
@inproceedings{2022_MorenoLlacer,
author = {M. Moreno Llácer and A. B. Ruescas and R. Fernandez-Moran and M.A. Fernández-Torres and J. E. Adsuara and A. Pérez-Suay and M. Piles},
booktitle = {VIII JORNADA D'INNOVACIÓ EDUCATIVA, LA TRANSFERÈNCIA EN LA INNOVACIÓ EDUCATIVA: OPORTUNITAT PER A GENERAR APRENENTATGES I CONSOLIDAR EL CURRÍCULUM and },
title = {HERRAMIENTAS DE APRENDIZAJE ACTIVO PARA MEJORAR LA METODOLOGÍA DOCENTE Y
LA EVALUACIÓN EN EL ÁREA DE CIENCIAS},
year = {2022},
volume = {},
number = {},
pages = {62--65}
}
@inproceedings{2022_INRED_,
author = {Ruescas, A. and Fernandez-Morán, R. and Moreno-Llácer, M. and Fernández-Torres, M. and Amorós-López, J. and Adsuara, J. and Esperante, D. and Girbés-Juan, V. and Gómez-Chova, L. and Muñoz-Marí, J. and Pérez-Suay, A. and Laparra, V.},
booktitle = {En In-Red 2022 - VIII Congreso Nacional de Innovación Educativa y Docencia en Red. Editorial Universitat Politècnica de València},
title = {Fomento del razonamiento crítico mediante la evaluación cruzada: estudio de casos en asignaturas de ciencias},
year = {2022},
volume = {},
number = {},
pages = {314--326},
doi = {10.4995/INRED2022.2022.15878}
}
@inproceedings{2022_INRED_Adsuara,
author = {Adsuara, JE. and Fernández-Morán, R. and Gómez-Chova, L. and Laparra, V. and Ruescas Orient, AB. and Fernández-Torres, M. and Girbés-Juan, V and Amorós J. and Muñoz-Marí J. and Pérez-Suay A.},
booktitle = {En In-Red 2022 - VIII Congreso Nacional de Innovación Educativa y Docencia en Red. Editorial Universitat Politècnica de València},
title = {Herramientas y recursos de motivaci´on online para actividades en clase},
year = {2022},
volume = {},
number = {},
pages = {1055--1065},
doi = {10.4995/INRED2022.2022.15885}
}
@inproceedings{2022_NewBridges_Valladolid,
author = {Pérez-Suay, Adrián},
booktitle = {New Bridges between Mathematics and Data Science},
title = {From learning with fair regularizers to physics aware models},
year = {2021},
volume = {},
number = {},
pages = {},
url = {http://nbmds.uva.es/mini-symposia/}
}
@inproceedings{2020_AI4ME_Castro,
author = {Pérez-Suay, Adrián},
booktitle = {First Symposium on Artificial Intelligence for Mathematics Education},
title = {Opportunities of Machine Learning in Mathematical Education},
year = {2020},
volume = {},
number = {},
pages = {37},
doi = {10.22429/Euc2020.034}
}
@inproceedings{9934757,
author = {Laparra, Valero and Piles, Maria and Pérez-Suay, Adrián and Muñoz-Marí, Jordi and Amorós, Julia and Fernandez-Moran, Roberto and Fernández-Torres, Miguel-Ángel and Adsuara, Jose E.},
booktitle = {2022 XII International Conference on Virtual Campus (JICV)},
title = {Assessing the Impact of Using Short Videos for Teaching at University Level},
year = {2022},
volume = {},
number = {},
pages = {1-4},
doi = {10.1109/JICV56113.2022.9934757}
}
@inproceedings{9934413,
author = {Pérez-Suay, Adrián and Vaerenbergh, Steven Van and Piles, Maria and Laparra, Valero and Pascual-Venteo, Ana B. and Ruescas, Ana B. and Fernandez-Moran, Roberto and Martínez-García, Marina and Adsuara, Jose E. and Amorós, Julia and Muñoz-Marí, Jordi and Epifanio, Irene and Fernández-Torres, Miguel-Ángel},
booktitle = {2022 XII International Conference on Virtual Campus (JICV)},
title = {Learning about Student Performance from Moodle logs in a Higher Education Context},
year = {2022},
volume = {},
number = {},
pages = {1-4},
doi = {10.1109/JICV56113.2022.9934413}
}
@inproceedings{9934727,
author = {Ferrando, Lara and Alcacer, Aleix and Lloria, Atanasia and Martínez-García, Marina and Martínez-Serrano, Belén and Pérez-Suay, Adrián and Epifanio, Irene},
booktitle = {2022 XII International Conference on Virtual Campus (JICV)},
title = {Analysis of the contributions to the SDGs of university students by degrees},
year = {2022},
volume = {},
number = {},
pages = {1-4},
doi = {10.1109/JICV56113.2022.9934727}
}
@inproceedings{DBLP:conf/igarss/MorataSPCV22,
author = {Miguel Morata and
Bastian Siegmann and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Juan Pablo Rivera Caicedo and
Jochem Verrelst},
title = {Emulation of Synthetic Hyperspectral Sentinel-2-Like Reflectance Images
Using Neural Networks},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2022, Kuala Lumpur, Malaysia, July 17-22, 2022},
pages = {5401--5404},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IGARSS46834.2022.9883397},
doi = {10.1109/IGARSS46834.2022.9883397},
timestamp = {Tue, 04 Oct 2022 15:03:17 +0200},
biburl = {https://dblp.org/rec/conf/igarss/MorataSPCV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Camps-VallsSCMP21,
author = {Gustau Camps{-}Valls and
Daniel H. Svendsen and
Jordi Cort{\'{e}}s{-}Andr{\'{e}}s and
{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Jos{\'{e}} E. Adsuara and
Irene Mart{\'{\i}}n and
Maria Piles and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Luca Martino},
title = {Physics-Aware Machine Learning for Geosciences and Remote Sensing},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2021, Brussels, Belgium, July 11-16, 2021},
pages = {2086--2089},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IGARSS47720.2021.9554521},
doi = {10.1109/IGARSS47720.2021.9554521},
timestamp = {Mon, 18 Oct 2021 16:31:58 +0200},
biburl = {https://dblp.org/rec/conf/igarss/Camps-VallsSCMP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/AdsuaraPMCKRM20,
author = {Jos{\'{e}} E. Adsuara and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Gustau Camps{-}Valls and
Guido Kraemer and
Markus Reichstein and
Miguel D. Mahecha},
title = {Discovering Differential Equations from Earth Observation Data},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {3999--4002},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9324639},
doi = {10.1109/IGARSS39084.2020.9324639},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/AdsuaraPMCKRM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Moreno-Martinez20,
author = {{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Emma Izquierdo{-}Verdiguier and
Gustau Camps{-}Valls and
Marco Moneta and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Nathaniel P. Robinson and
Jos{\'{e}} E. Adsuara and
Manuel Campos and
F. Javier Garc{\'{\i}}a{-}Haro and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Nicholas Clinton and
John S. Kimball and
Steven W. Running},
title = {Down-Scaling Modis Vegetation Products with Landsat {GAP} Filled Surface
Reflectance in Google Earth Engine},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {2320--2323},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9324007},
doi = {10.1109/IGARSS39084.2020.9324007},
timestamp = {Mon, 22 Feb 2021 16:46:47 +0100},
biburl = {https://dblp.org/rec/conf/igarss/Moreno-Martinez20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Perez-SuayAPMDM20,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Jos{\'{e}} E. Adsuara and
Mar{\'{\i}}a Piles and
Laura Mart{\'{\i}}nez{-}Ferrer and
Emiliano Diaz and
{\'{A}}lvaro Moreno{-}Mart{\'{\i}}nez and
Gustau Camps{-}Valls},
title = {Interpretability of Recurrent Neural Networks in Remote Sensing},
booktitle = {{IEEE} International Geoscience and Remote Sensing Symposium, {IGARSS}
2020, Waikoloa, HI, USA, September 26 - October 2, 2020},
pages = {3991--3994},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IGARSS39084.2020.9323898},
doi = {10.1109/IGARSS39084.2020.9323898},
timestamp = {Mon, 22 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/Perez-SuayAPMDM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Mateo-GarciaAPG19,
author = {Gonzalo Mateo{-}Garcia and
Jos{\'{e}} E. Adsuara and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Luis G{\'{o}}mez{-}Chova},
title = {Convolutional Long Short-Term Memory Network for Multitemporal Cloud
Detection Over Landmarks},
booktitle = {2019 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2019, Yokohama, Japan, July 28 - August 2, 2019},
pages = {210--213},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/IGARSS.2019.8897832},
doi = {10.1109/IGARSS.2019.8897832},
timestamp = {Wed, 20 Nov 2019 17:11:08 +0100},
biburl = {https://dblp.org/rec/conf/igarss/Mateo-GarciaAPG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{ICIAM2019,
author = {Adrián Pérez-Suay and Dionisio F. Yánez and Francesc
Aràndiga},
title = {Design of new multiresolution operators using Machine Learning techniques},
booktitle = {9th International Congress on Industrial and Applied Mathematics, held in Universitat de València · Campus Blasco Ibáñez, Valencia (Spain), July 15th- 19th},
pages = {},
publisher = {},
year = {2019},
url = {},
doi = {}
}
@inproceedings{DBLP:conf/igarss/DiazPLC18,
author = {Emiliano Diaz and
Adrian Perez{-}Suay and
Valero Laparra and
Gustau Camps{-}Valls},
title = {Consistent Regression of Biophysical Parameters with Kernel Methods},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {4047--4050},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8518504},
doi = {10.1109/IGARSS.2018.8518504},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/DiazPLC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/HidalgoPNC18,
author = {Jos{\'{e}} Antonio Padr{\'{o}}n{-}Hidalgo and
Adrian Perez{-}Suay and
Fatih Nar and
Gustau Camps{-}Valls},
title = {Nonlinear Cook Distance for Anomalous Change Detection},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {5025--5028},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8517369},
doi = {10.1109/IGARSS.2018.8517369},
timestamp = {Wed, 04 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/HidalgoPNC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/NarPPC18,
author = {Fatih Nar and
Adrian Perez{-}Suay and
Jos{\'{e}} Antonio Padr{\'{o}}n and
Gustau Camps{-}Valls},
title = {Randomized {RX} for Target Detection},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {4237--4240},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8517961},
doi = {10.1109/IGARSS.2018.8517961},
timestamp = {Thu, 05 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/NarPPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/TuiaKPC18,
author = {Devis Tuia and
Benjamin Kellenberger and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Gustau Camps{-}Valls},
title = {A Deep Network Approach to Multitemporal Cloud Detection},
booktitle = {2018 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2018, Valencia, Spain, July 22-27, 2018},
pages = {4351--4354},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/IGARSS.2018.8517312},
doi = {10.1109/IGARSS.2018.8517312},
timestamp = {Mon, 15 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/TuiaKPC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/MoralesPMCK17,
author = {Pablo Morales{-}Alvarez and
Adrian Perez{-}Suay and
Rafael Molina and
Gustau Camps{-}Valls and
Aggelos K. Katsaggelos},
title = {Passive millimeter wave image classification with large scale Gaussian
processes},
booktitle = {2017 {IEEE} International Conference on Image Processing, {ICIP} 2017,
Beijing, China, September 17-20, 2017},
pages = {370--374},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/ICIP.2017.8296305},
doi = {10.1109/ICIP.2017.8296305},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/MoralesPMCK17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/MoralesPMC17,
author = {Pablo Morales{-}Alvarez and
Adrian Perez{-}Suay and
Rafael Molina and
Gustau Camps{-}Valls},
title = {Efficient remote sensing image classification with Gaussian processes
and Fourier features},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {2227--2230},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127431},
doi = {10.1109/IGARSS.2017.8127431},
timestamp = {Wed, 15 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/igarss/MoralesPMC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/igarss/Perez-SuayC17,
author = {Adrian Perez{-}Suay and
Gustau Camps{-}Valls},
title = {Causal inference in geosciences with kernel sensitivity maps},
booktitle = {2017 {IEEE} International Geoscience and Remote Sensing Symposium,
{IGARSS} 2017, Fort Worth, TX, USA, July 23-28, 2017},
pages = {763--766},
publisher = {{IEEE}},
year = {2017},
url = {https://doi.org/10.1109/IGARSS.2017.8127064},
doi = {10.1109/IGARSS.2017.8127064},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/igarss/Perez-SuayC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/Perez-SuayLMMGC17,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Valero Laparra and
Gonzalo Mateo{-}Garcia and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Luis G{\'{o}}mez{-}Chova and
Gustau Camps{-}Valls},
editor = {Michelangelo Ceci and
Jaakko Hollm{\'{e}}n and
Ljupco Todorovski and
Celine Vens and
Saso Dzeroski},
title = {Fair Kernel Learning},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2017, Skopje, Macedonia, September 18-22, 2017, Proceedings,
Part {I}},
series = {Lecture Notes in Computer Science},
volume = {10534},
pages = {339--355},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-71249-9\_21},
doi = {10.1007/978-3-319-71249-9\_21},
timestamp = {Fri, 27 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/Perez-SuayLMMGC17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/Perez-SuayFAA14,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Francesc J. Ferri and
Miguel Arevalillo{-}Herr{\'{a}}ez and
Jes{\'{u}}s V. Albert},
editor = {Pasi Fr{\"{a}}nti and
Gavin Brown and
Marco Loog and
Francisco Escolano and
Marcello Pelillo},
title = {About Combining Metric Learning and Prototype Generation},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, {S+SSPR} 2014, Joensuu, Finland, August
20-22, 2014. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8621},
pages = {323--332},
publisher = {Springer},
year = {2014},
url = {https://doi.org/10.1007/978-3-662-44415-3\_33},
doi = {10.1007/978-3-662-44415-3\_33},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/Perez-SuayFAA14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/smc/Perez-SuayFAA13,
author = {Adrian Perez{-}Suay and
Francesc J. Ferri and
Miguel Arevalillo{-}Herr{\'{a}}ez and
Jes{\'{u}}s V. Albert},
title = {Comparative Evaluation of Batch and Online Distance Metric Learning
Approaches Based on Margin Maximization},
booktitle = {{IEEE} International Conference on Systems, Man, and Cybernetics,
Manchester, {SMC} 2013, United Kingdom, October 13-16, 2013},
pages = {3511--3515},
publisher = {{IEEE}},
year = {2013},
url = {https://doi.org/10.1109/SMC.2013.599},
doi = {10.1109/SMC.2013.599},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/smc/Perez-SuayFAA13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sspr/Perez-SuayF12,
author = {Adrian Perez{-}Suay and
Francesc J. Ferri},
editor = {Georgy L. Gimel'farb and
Edwin R. Hancock and
Atsushi Imiya and
Arjan Kuijper and
Mineichi Kudo and
Shinichiro Omachi and
Terry Windeatt and
Keiji Yamada},
title = {Online Metric Learning Methods Using Soft Margins and Least Squares
Formulations},
booktitle = {Structural, Syntactic, and Statistical Pattern Recognition - Joint
{IAPR} International Workshop, SSPR{\&}SPR 2012, Hiroshima, Japan,
November 7-9, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7626},
pages = {373--381},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-34166-3\_41},
doi = {10.1007/978-3-642-34166-3\_41},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sspr/Perez-SuayF12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/Perez-SuayFA11,
author = {Adrian Perez{-}Suay and
Francesc J. Ferri and
Jes{\'{u}}s V. Albert},
editor = {Jordi Vitri{\`{a}} and
Jo{\~{a}}o Miguel Raposo Sanches and
Mario Hern{\'{a}}ndez},
title = {An Online Metric Learning Approach through Margin Maximization},
booktitle = {Pattern Recognition and Image Analysis - 5th Iberian Conference, IbPRIA
2011, Las Palmas de Gran Canaria, Spain, June 8-10, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {6669},
pages = {500--507},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-21257-4\_62},
doi = {10.1007/978-3-642-21257-4\_62},
timestamp = {Fri, 27 Mar 2020 08:58:54 +0100},
biburl = {https://dblp.org/rec/conf/ibpria/Perez-SuayFA11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ibpria/Perez-SuayFA09,
author = {Adrian Perez{-}Suay and
Francesc J. Ferri and
Jes{\'{u}}s V. Albert},
editor = {Helder Ara{\'{u}}jo and
Ana Maria Mendon{\c{c}}a and
Armando J. Pinho and
M. In{\'{e}}s Torres},
title = {A Random Extension for Discriminative Dimensionality Reduction and
Metric Learning},
booktitle = {Pattern Recognition and Image Analysis, 4th Iberian Conference, IbPRIA
2009, P{\'{o}}voa de Varzim, Portugal, June 10-12, 2009, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5524},
pages = {370--377},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02172-5\_48},
doi = {10.1007/978-3-642-02172-5\_48},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ibpria/Perez-SuayFA09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isvc/Perez-SuayF08,
author = {Adrian Perez{-}Suay and
Francesc J. Ferri},
editor = {George Bebis and
Richard D. Boyle and
Bahram Parvin and
Darko Koracin and
Paolo Remagnino and
Fatih Murat Porikli and
J{\"{o}}rg Peters and
James T. Klosowski and
Laura L. Arns and
Yu Ka Chun and
Theresa{-}Marie Rhyne and
Laura Monroe},
title = {Scaling Up a Metric Learning Algorithm for Image Recognition and Representation},
booktitle = {Advances in Visual Computing, 4th International Symposium, {ISVC}
2008, Las Vegas, NV, USA, December 1-3, 2008. Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5359},
pages = {592--601},
publisher = {Springer},
year = {2008},
url = {https://doi.org/10.1007/978-3-540-89646-3\_58},
doi = {10.1007/978-3-540-89646-3\_58},
timestamp = {Fri, 21 May 2021 14:46:51 +0200},
biburl = {https://dblp.org/rec/conf/isvc/Perez-SuayF08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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