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Fernando Moreno-Pino
Fernando Moreno-Pino
University of Oxford, Oxford-Man Institute
Adresse e-mail validée de eng.ox.ac.uk - Page d'accueil
Titre
Citée par
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Année
Validation of Fitbit Charge 2 and Fitbit Alta HR Against Polysomnography for Assessing Sleep in Adults With Obstructive Sleep Apnea.
F Moreno-Pino, A Porras-Segovia, P López-Esteban, A Artés, ...
Journal of Clinical Sleep Medicine: JCSM: official publication of the …, 2019
1072019
Deep attentive survival analysis in limit order books: Estimating fill probabilities with convolutional-transformers
A Arroyo, A Cartea, F Moreno-Pino, S Zohren
Quantitative Finance 24 (1), 35-57, 2024
292024
Deep autoregressive models with spectral attention
F Moreno-Pino, PM Olmos, A Artés-Rodríguez
Pattern Recognition 133, 109014, 2023
212023
Deepvol: Volatility forecasting from high-frequency data with dilated causal convolutions
F Moreno-Pino, S Zohren
Quantitative Finance 24 (8), 1105-1127, 2024
142024
PyHHMM: A Python library for heterogeneous hidden Markov models
F Moreno-Pino, E Sükei, PM Olmos, A Artés-Rodríguez
arXiv preprint arXiv:2201.06968, 2022
92022
Rough Transformers for Continuous and Efficient Time-Series Modelling
F Moreno-Pino, Á Arroyo, H Waldon, X Dong, Á Cartea
ICLR 2024 Workshop on Learning from Time Series for Health, 2024
52024
Sleep activity recognition and characterization from multi-source passively sensed data
M Martínez-García, F Moreno-Pino, PM Olmos, A Artés-Rodríguez
arXiv preprint arXiv:2301.10156, 2023
32023
Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data
F Moreno-Pino, M Martínez-García, PM Olmos, A Artés-Rodríguez
Machine Learning for Health (ML4H) Workshop, 2022
32022
Hidden Markov models for activity detection in atrial fibrillation electrograms
GR Ríos-Muñoz, F Moreno-Pino, N Soto, PM Olmos, A Artés-Rodríguez, ...
2020 Computing in Cardiology, 1-4, 2020
32020
Rough Transformers: Lightweight and Continuous Time Series Modelling through Signature Patching
F Moreno-Pino, A Arroyo, H Waldon, X Dong, A Cartea
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
2*2024
Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering
ÓJ Rama, F Moreno-Pino, D Ramírez, PM Olmos
arXiv preprint arXiv:2310.11940, 2023
12023
Deep Attentive Time Series Modelling for Quantitative Finance
F Moreno Pino
2023
Soto, Nina; Olmos, Pablo M.; Artés-Rodríguez, Antonio; Ferández-Avilés, Francisco; Arenal, Ángel (2020). Hidden Markov Models for Activity Detection in Atrial Fibrillation …
GR Ríos-Muñoz, F Moreno-Pino
2020
OMI Research Newsletter–August 2024
F MORENO-PINO, Á ARROYO, H WALDON, X DONG, Á CARTEA
SLEEP-WAKE PATTERNS DETECTION WITH HETEROGENEOUS-LABELLED HMMs
F Moreno-Pino, A Artés-Rodríguez
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