@article{DBLP:journals/lgrs/Padron-HidalgoP21,
author = {Jos{\'{e}} Antonio Padr{\'{o}}n{-}Hidalgo and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Fatih Nar and
Gustau Camps{-}Valls},
title = {Efficient Nonlinear {RX} Anomaly Detectors},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {18},
number = {2},
pages = {231--235},
year = {2021},
url = {https://doi.org/10.1109/LGRS.2020.2970582},
doi = {10.1109/LGRS.2020.2970582},
timestamp = {Fri, 19 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/lgrs/Padron-HidalgoP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-06015,
author = {Steven Van Vaerenbergh and
Adri{\'{a}}n P{\'{e}}rez{-}Suay},
title = {A Classification of Artificial Intelligence Systems for Mathematics
Education},
journal = {CoRR},
volume = {abs/2107.06015},
year = {2021},
url = {https://arxiv.org/abs/2107.06015},
eprinttype = {arXiv},
eprint = {2107.06015},
timestamp = {Wed, 21 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-06015.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/Padron-HidalgoP20,
author = {Jos{\'{e}} Antonio Padr{\'{o}}n{-}Hidalgo and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Fatih Nar and
Valero Laparra and
Gustau Camps{-}Valls},
title = {Efficient Kernel Cook's Distance for Remote Sensing Anomalous Change
Detection},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {13},
pages = {5480--5488},
year = {2020},
url = {https://doi.org/10.1109/JSTARS.2020.3020913},
doi = {10.1109/JSTARS.2020.3020913},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/staeors/Padron-HidalgoP20.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/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}
}
@article{DBLP:journals/corr/abs-2007-14706,
author = {Juan Emmanuel Johnson and
Valero Laparra and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Miguel D. Mahecha and
Gustau Camps{-}Valls},
title = {Kernel Methods and their derivatives: Concept and perspectives for
the Earth system sciences},
journal = {CoRR},
volume = {abs/2007.14706},
year = {2020},
url = {https://arxiv.org/abs/2007.14706},
eprinttype = {arXiv},
eprint = {2007.14706},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-14706.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-09031,
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 = {Living in the Physics and Machine Learning Interplay for Earth Observation},
journal = {CoRR},
volume = {abs/2010.09031},
year = {2020},
url = {https://arxiv.org/abs/2010.09031},
eprinttype = {arXiv},
eprint = {2010.09031},
timestamp = {Wed, 21 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-09031.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-03630,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Julia Amor{\'{o}}s{-}L{\'{o}}pez and
Luis G{\'{o}}mez{-}Chova and
Valero Laparra and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Gustau Camps{-}Valls},
title = {Randomized kernels for large scale Earth observation applications},
journal = {CoRR},
volume = {abs/2012.03630},
year = {2020},
url = {https://arxiv.org/abs/2012.03630},
eprinttype = {arXiv},
eprint = {2012.03630},
timestamp = {Wed, 09 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-03630.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-04922,
author = {Emiliano Diaz and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Valero Laparra and
Gustau Camps{-}Valls},
title = {Consistent regression of biophysical parameters with kernel methods},
journal = {CoRR},
volume = {abs/2012.04922},
year = {2020},
url = {https://arxiv.org/abs/2012.04922},
eprinttype = {arXiv},
eprint = {2012.04922},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-04922.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05150,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Gustau Camps{-}Valls},
title = {Causal Inference in Geoscience and Remote Sensing from Observational
Data},
journal = {CoRR},
volume = {abs/2012.05150},
year = {2020},
url = {https://arxiv.org/abs/2012.05150},
eprinttype = {arXiv},
eprint = {2012.05150},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05150.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-05799,
author = {Jos{\'{e}} Antonio Padr{\'{o}}n{-}Hidalgo and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Fatih Nar and
Gustau Camps{-}Valls},
title = {Efficient Nonlinear {RX} Anomaly Detectors},
journal = {CoRR},
volume = {abs/2012.05799},
year = {2020},
url = {https://arxiv.org/abs/2012.05799},
eprinttype = {arXiv},
eprint = {2012.05799},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-05799.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-06377,
author = {Jos{\'{e}} E. Adsuara and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Anna Mateo{-}Sanchis and
Maria Piles and
Gustau Camps{-}Valls},
title = {Nonlinear Distribution Regression for Remote Sensing Applications},
journal = {CoRR},
volume = {abs/2012.06377},
year = {2020},
url = {https://arxiv.org/abs/2012.06377},
eprinttype = {arXiv},
eprint = {2012.06377},
timestamp = {Sat, 02 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-06377.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10393,
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},
journal = {CoRR},
volume = {abs/2012.10393},
year = {2020},
url = {https://arxiv.org/abs/2012.10393},
eprinttype = {arXiv},
eprint = {2012.10393},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10393.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12105,
author = {Anna Mateo{-}Sanchis and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Gustau Camps{-}Valls},
title = {Warped Gaussian Processes in Remote Sensing Parameter Estimation and
Causal Inference},
journal = {CoRR},
volume = {abs/2012.12105},
year = {2020},
url = {https://arxiv.org/abs/2012.12105},
eprinttype = {arXiv},
eprint = {2012.12105},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12105.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12306,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Julia Amor{\'{o}}s{-}L{\'{o}}pez and
Luis G{\'{o}}mez{-}Chova and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Dieter Just and
Gustau Camps{-}Valls},
title = {Pattern Recognition Scheme for Large-Scale Cloud Detection over Landmarks},
journal = {CoRR},
volume = {abs/2012.12306},
year = {2020},
url = {https://arxiv.org/abs/2012.12306},
eprinttype = {arXiv},
eprint = {2012.12306},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12306.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12307,
author = {Jos{\'{e}} Antonio Padr{\'{o}}n{-}Hidalgo and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Fatih Nar and
Gustau Camps{-}Valls},
title = {Nonlinear Cook distance for Anomalous Change Detection},
journal = {CoRR},
volume = {abs/2012.12307},
year = {2020},
url = {https://arxiv.org/abs/2012.12307},
eprinttype = {arXiv},
eprint = {2012.12307},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12307.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-12308,
author = {Fatih Nar and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Jos{\'{e}} Antonio Padr{\'{o}}n and
Gustau Camps{-}Valls},
title = {Randomized {RX} for target detection},
journal = {CoRR},
volume = {abs/2012.12308},
year = {2020},
url = {https://arxiv.org/abs/2012.12308},
eprinttype = {arXiv},
eprint = {2012.12308},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-12308.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-14303,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Gustau Camps{-}Valls},
title = {Causal Inference in Geosciences with Kernel Sensitivity Maps},
journal = {CoRR},
volume = {abs/2012.14303},
year = {2020},
url = {https://arxiv.org/abs/2012.14303},
eprinttype = {arXiv},
eprint = {2012.14303},
timestamp = {Tue, 05 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-14303.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/Perez-SuayC19,
author = {Adrian Perez{-}Suay and
Gustau Camps{-}Valls},
title = {Causal Inference in Geoscience and Remote Sensing From Observational
Data},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {3},
pages = {1502--1513},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2018.2867002},
doi = {10.1109/TGRS.2018.2867002},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/Perez-SuayC19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/AdsuaraPMMPC19,
author = {Jos{\'{e}} E. Adsuara and
Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Anna Mateo{-}Sanchis and
Maria Piles and
Gustau Camps{-}Valls},
title = {Nonlinear Distribution Regression for Remote Sensing Applications},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {57},
number = {12},
pages = {10025--10035},
year = {2019},
url = {https://doi.org/10.1109/TGRS.2019.2931085},
doi = {10.1109/TGRS.2019.2931085},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/AdsuaraPMMPC19.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}
}
@article{DBLP:journals/corr/abs-1911-04322,
author = {Zhu Li and
Adrian Perez{-}Suay and
Gustau Camps{-}Valls and
Dino Sejdinovic},
title = {Kernel Dependence Regularizers and Gaussian Processes with Applications
to Algorithmic Fairness},
journal = {CoRR},
volume = {abs/1911.04322},
year = {2019},
url = {http://arxiv.org/abs/1911.04322},
eprinttype = {arXiv},
eprint = {1911.04322},
timestamp = {Wed, 04 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-04322.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/asc/Perez-SuayC18,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Gustau Camps{-}Valls},
title = {Sensitivity maps of the Hilbert-Schmidt independence criterion},
journal = {Appl. Soft Comput.},
volume = {70},
pages = {1054--1063},
year = {2018},
url = {https://doi.org/10.1016/j.asoc.2017.04.024},
doi = {10.1016/j.asoc.2017.04.024},
timestamp = {Sat, 19 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/asc/Perez-SuayC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/lgrs/Mateo-SanchisMP18,
author = {Anna Mateo{-}Sanchis and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Adrian Perez{-}Suay and
Gustau Camps{-}Valls},
title = {Warped Gaussian Processes in Remote Sensing Parameter Estimation and
Causal Inference},
journal = {{IEEE} Geosci. Remote. Sens. Lett.},
volume = {15},
number = {11},
pages = {1647--1651},
year = {2018},
url = {https://doi.org/10.1109/LGRS.2018.2853760},
doi = {10.1109/LGRS.2018.2853760},
timestamp = {Thu, 09 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/lgrs/Mateo-SanchisMP18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/staeors/Perez-SuayAGMJC18,
author = {Adrian Perez{-}Suay and
Julia Amor{\'{o}}s{-}L{\'{o}}pez and
Luis G{\'{o}}mez{-}Chova and
Jordi Mu{\~{n}}oz{-}Mar{\'{\i}} and
Dieter Just and
Gustau Camps{-}Valls},
title = {Pattern Recognition Scheme for Large-Scale Cloud Detection Over Landmarks},
journal = {{IEEE} J. Sel. Top. Appl. Earth Obs. Remote. Sens.},
volume = {11},
number = {11},
pages = {3977--3987},
year = {2018},
url = {https://doi.org/10.1109/JSTARS.2018.2863383},
doi = {10.1109/JSTARS.2018.2863383},
timestamp = {Tue, 31 Mar 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/staeors/Perez-SuayAGMJC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/Morales-Alvarez18,
author = {Pablo Morales{-}Alvarez and
Adrian Perez{-}Suay and
Rafael Molina and
Gustau Camps{-}Valls},
title = {Remote Sensing Image Classification With Large-Scale Gaussian Processes},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {56},
number = {2},
pages = {1103--1114},
year = {2018},
url = {https://doi.org/10.1109/TGRS.2017.2758922},
doi = {10.1109/TGRS.2017.2758922},
timestamp = {Tue, 12 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tgrs/Morales-Alvarez18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@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/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/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/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/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/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/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}
}
@article{DBLP:journals/corr/abs-1710-00575,
author = {Pablo Morales{-}Alvarez and
Adrian Perez{-}Suay and
Rafael Molina and
Gustau Camps{-}Valls},
title = {Remote Sensing Image Classification with Large Scale Gaussian Processes},
journal = {CoRR},
volume = {abs/1710.00575},
year = {2017},
url = {http://arxiv.org/abs/1710.00575},
eprinttype = {arXiv},
eprint = {1710.00575},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1710-00575.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}
}
@article{DBLP:journals/pai/Perez-SuayFA13,
author = {Adri{\'{a}}n P{\'{e}}rez{-}Suay and
Francesc J. Ferri and
Miguel Arevalillo{-}Herr{\'{a}}ez},
title = {Passive-aggressive online distance metric learning and extensions},
journal = {Prog. Artif. Intell.},
volume = {2},
number = {1},
pages = {85--96},
year = {2013},
url = {https://doi.org/10.1007/s13748-012-0039-1},
doi = {10.1007/s13748-012-0039-1},
timestamp = {Sun, 10 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/Perez-SuayFA13.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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