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ResearcherID: N-3677-2015

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Spain

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Education and qualifications (2)

Universidad de Granada Facultad de Ciencias: Granada, Andalucía, ES

2014-09 to 2015-07 | Master 'FisyMat' in Physics and Mathematics. Specialty in mathematical models and methods for science and engineering (Dept. of Geometry and Topology)
Education
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Pablo Morales-Álvarez

Universidad de Granada Facultad de Ciencias: Granada, Andalucía, ES

2010-09 to 2014-07 | Degree in Mathematics
Education
Source: Self-asserted source
Pablo Morales-Álvarez

Works (14)

Probabilistic fusion of crowds and experts for the search of gravitational waves

Knowledge-Based Systems
2023-02 | Journal article
DOI: 10.1016/j.knosys.2022.110183
Part of ISSN: 0950-7051
Contributors: Pablo Ruiz Matarán; Pablo Morales-Álvarez; Scott Coughlin; Rafael Molina; Aggelos K. Katsaggelos
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Pablo Morales-Álvarez

Scalable Variational Gaussian Processes for Crowdsourcing: Glitch Detection in LIGO

IEEE Transactions on Pattern Analysis and Machine Intelligence
2022 | Journal article
DOI: 10.1109/TPAMI.2020.3025390
WOSUID: WOS:000752018000033
Contributors: Morales-Alvarez, Pablo; Ruiz, Pablo; Coughlin, Scott; Molina, Rafael; Katsaggelos, Aggelos K.
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Learning from crowds in digital pathology using scalable variational Gaussian processes

Scientific Reports
2021 | Journal article
DOI: 10.1038/S41598-021-90821-3
WOSUID: WOS:000687322500010
Contributors: Lopez-Perez, Miguel; Amgad, Mohamed; Morales-Alvarez, Pablo; Ruiz, Pablo; Cooper, Lee A. D.; Molina, Rafael; Katsaggelos, Aggelos K.
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Deep Gaussian processes for biogeophysical parameter retrieval and model inversion

ISPRS Journal of Photogrammetry and Remote Sensing
2020 | Journal article
DOI: 10.1016/J.ISPRSJPRS.2020.04.014
WOSUID: WOS:000551268300007
Contributors: Svendsen, Daniel Heestermans; Morales-Alvarez, Pablo; Belen Ruesca, Ana; Molina, Rafael; Camps-Valls, Gustau
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Learning from crowds with variational Gaussian processes

Pattern Recognition
2019 | Journal article
DOI: 10.1016/J.PATCOG.2018.11.021
WOSUID: WOS:000457666900023
Contributors: Ruiz, Pablo; Morales-Alvarez, Pablo; Molina, Rafael; Katsaggelos, Aggelos K.
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Scalable and efficient learning from crowds with Gaussian processes

Information Fusion
2019 | Journal article
DOI: 10.1016/J.INFFUS.2018.12.008
WOSUID: WOS:000473800600010
Contributors: Morales-Alvarez, Pablo; Ruiz, Pablo; Santos-Rodriguez, Raul; Molina, Rafael; Katsaggelos, Aggelos K.
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DEEP GAUSSIAN PROCESSES FOR GEOPHYSICAL PARAMETER RETRIEVAL

IEEE International Geoscience and Remote Sensing Symposium - IGARSS
2018 | Conference paper
DOI: 10.1109/IGARSS.2018.8517647
WOSUID: WOS:000451039805249
Contributors: Heestermans Svendsen, Daniel; Morales-Alvarez, Pablo; Molina, Rafael; Camps-Valls, Gustau
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Remote Sensing Image Classification With Large-Scale Gaussian Processes

IEEE Transactions on Geoscience and Remote Sensing
2018 | Journal article
DOI: 10.1109/TGRS.2017.2758922
WOSUID: WOS:000424627500040
Contributors: Morales-Alvarez, Pablo; Perez-Suay, Adrian; Molina, Rafael; Camps-Valls, Gustau
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EFFICIENT REMOTE SENSING IMAGE CLASSIFICATION WITH GAUSSIAN PROCESSES AND FOURIER FEATURES

IEEE International Geoscience and Remote Sensing Symposium - IGARSS
2017 | Conference paper
DOI: 10.1109/IGARSS.2017.8127431
WOSUID: WOS:000426954602087
Contributors: Morales, Pablo; Perez-Suay, Adrian; Molina, Rafael; Camps-Valls, Gustau
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PASSIVE MILLIMETER WAVE IMAGE CLASSIFICATION WITH LARGE SCALE GAUSSIAN PROCESSES

IEEE International Conference on Image Processing
2017 | Conference paper
DOI: 10.1109/ICIP.2017.8296305
WOSUID: WOS:000428410700075
Contributors: Morales, Pablo; Perez-Suay, Adrian; Molina, Rafael; Camps-Valls, Gustau; Katsaggelos, Aggelos K.
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The NoiseFiltersR Package: Label Noise Preprocessing in R

The R Journal
2017 | Journal article
DOI: 10.32614/RJ-2017-027
WOSUID: WOS:000404756200015
Contributors: Morales, Pablo; Luengo, Julian; Garcia, Luis P. F.; Lorena, Ana C.; de Carvalho, Andre C. P. L. F.; Herrera, Francisco
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A First Study on the Use of Boosting for Class Noise Reparation

Lecture Notes in Computer Science
2016 | Journal article
DOI: 10.1007/978-3-319-32034-2_46
WOSUID: WOS:000389499600046
Contributors: Alvarez, Pablo Morales; Luengo, Julian; Herrera, Francisco
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A note on the causal homotopy classes of a globally hyperbolic spacetime

Classical and Quantum Gravity
2015 | Journal article
DOI: 10.1088/0264-9381/32/19/197001
WOSUID:

WOS:000362275900025
Contributors: Morales Alvarez, Pablo; Sanchez, Miguel
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Pablo Morales-Álvarez via ResearcherID

Myers and Hawking Theorems: Geometry for the Limits of the Universe

Milan Journal of Mathematics
2015 | Journal article
DOI: 10.1007/s00032-015-0241-2
Contributors: Morales Álvarez, Pablo; Sánchez, Miguel
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Pablo Morales-Álvarez via ResearcherID
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