An End-to-End Machine Learning System for Harmonic Analysis of Music
Ni, Y., McVicar, M., Santos-Rodriguez, R., De Bie, T.
Published in IEEE transactions on audio, speech, and language processing (01.08.2012)
Published in IEEE transactions on audio, speech, and language processing (01.08.2012)
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Journal Article
Sensor Modalities and Fusion for Robust Indoor Localisation
Kozłowski, Michał, Santos-Rodríguez, Raúl, Piechocki, Robert
Published in EAI Endorsed Transactions on Ambient Systems (01.12.2019)
Published in EAI Endorsed Transactions on Ambient Systems (01.12.2019)
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Journal Article
Cost-sensitive learning based on Bregman divergences
Santos-Rodríguez, Raúl, Guerrero-Curieses, Alicia, Alaiz-Rodríguez, Rocío, Cid-Sueiro, Jesús
Published in Machine learning (01.09.2009)
Published in Machine learning (01.09.2009)
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Journal Article
Conference Proceeding
Deep Learning for Downscaling Tropical Cyclone Rainfall to Hazard‐Relevant Spatial Scales
Vosper, Emily, Watson, Peter, Harris, Lucy, McRae, Andrew, Santos‐Rodriguez, Raul, Aitchison, Laurence, Mitchell, Dann
Published in Journal of geophysical research. Atmospheres (27.05.2023)
Published in Journal of geophysical research. Atmospheres (27.05.2023)
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Journal Article
A multi-sensor dataset with annotated activities of daily living recorded in a residential setting
Tonkin, Emma L, Holmes, Michael, Song, Hao, Twomey, Niall, Diethe, Tom, Kull, Meelis, Perello Nieto, Miquel, Camplani, Massimo, Hannuna, Sion, Fafoutis, Xenofon, Zhu, Ni, Woznowski, Przemysław R, Tourte, Gregory J L, Santos-Rodríguez, Raúl, Flach, Peter A, Craddock, Ian
Published in Scientific data (23.03.2023)
Published in Scientific data (23.03.2023)
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Journal Article
Scalable and efficient learning from crowds with Gaussian processes
Morales-Álvarez, Pablo, Ruiz, Pablo, Santos-Rodríguez, Raúl, Molina, Rafael, Katsaggelos, Aggelos K.
Published in Information fusion (02.01.2019)
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Published in Information fusion (02.01.2019)
Journal Article
Cost-Sensitive Sequences of Bregman Divergences
Santos-Rodriguez, R., Cid-Sueiro, J.
Published in IEEE transaction on neural networks and learning systems (01.12.2012)
Published in IEEE transaction on neural networks and learning systems (01.12.2012)
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Journal Article
Conditional t-SNE: more informative t-SNE embeddings
Kang, Bo, García García, Darío, Lijffijt, Jefrey, Santos-Rodríguez, Raúl, De Bie, Tijl
Published in Machine learning (01.10.2021)
Published in Machine learning (01.10.2021)
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Journal Article
Co-designing opportunities for Human-Centred Machine Learning in supporting Type 1 diabetes decision-making
Stawarz, Katarzyna, Katz, Dmitri, Ayobi, Amid, Marshall, Paul, Yamagata, Taku, Santos-Rodriguez, Raul, Flach, Peter, O’Kane, Aisling Ann
Published in International journal of human-computer studies (01.05.2023)
Published in International journal of human-computer studies (01.05.2023)
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Journal Article
Scalable and efficient learning from crowds with Gaussian processes
Morales-Álvarez, Pablo, Ruiz, Pablo, Santos-Rodríguez, Raúl, Molina, Rafael, Katsaggelos, Aggelos K.
Published in Information fusion (01.12.2019)
Published in Information fusion (01.12.2019)
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Journal Article
Cost-Sensitive Feature Selection Based on the Set Covering Machine
Santos-Rodríguez, Raúl, García-García, Darío
Published in 2010 IEEE International Conference on Data Mining Workshops (01.12.2010)
Published in 2010 IEEE International Conference on Data Mining Workshops (01.12.2010)
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Conference Proceeding
Signal-to-noise ratio in reproducing kernel Hilbert spaces
Gómez-Chova, Luis, Santos-Rodríguez, Raúl, Camps-Valls, Gustau
Published in Pattern recognition letters (01.09.2018)
Published in Pattern recognition letters (01.09.2018)
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Journal Article
SICA: subjectively interesting component analysis
Kang, Bo, Lijffijt, Jefrey, Santos-Rodríguez, Raúl, De Bie, Tijl
Published in Data mining and knowledge discovery (01.07.2018)
Published in Data mining and knowledge discovery (01.07.2018)
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Journal Article