Fernando Moreno-Pino

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 10

Top Topics

Autoregressive Model

Activity Recognition

Top Venues

Pattern Recognit.

Publications

Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea
Rough Transformers: Lightweight Continuous-Time Sequence Modelling with Path Signatures. CoRR (2024)
Fernando Moreno-Pino, Alvaro Arroyo, Harrison Waldon, Xiaowen Dong, Álvaro Cartea
Rough Transformers for Continuous and Efficient Time-Series Modelling. CoRR (2024)
Óscar Jiménez Rama, Fernando Moreno-Pino, David Ramírez, Pablo M. Olmos
Interpretable Spectral Variational AutoEncoder (ISVAE) for time series clustering. CoRR (2023)
Fernando Moreno-Pino, Pablo M. Olmos, Antonio Artés-Rodríguez
Deep autoregressive models with spectral attention. Pattern Recognit. 133 (2023)
María Martínez-García, Fernando Moreno-Pino, Pablo M. Olmos, Antonio Artés-Rodríguez
Sleep Activity Recognition and Characterization from Multi-Source Passively Sensed Data. CoRR (2023)
Fernando Moreno-Pino, Emese Sükei, Pablo M. Olmos, Antonio Artés-Rodríguez
PyHHMM: A Python Library for Heterogeneous Hidden Markov Models. CoRR (2022)
Fernando Moreno-Pino, María Martínez-García, Pablo M. Olmos, Antonio Artés-Rodríguez
Heterogeneous Hidden Markov Models for Sleep Activity Recognition from Multi-Source Passively Sensed Data. CoRR (2022)
Fernando Moreno-Pino, Stefan Zohren
DeepVol: Volatility Forecasting from High-Frequency Data with Dilated Causal Convolutions. CoRR (2022)
Fernando Moreno-Pino, Pablo M. Olmos, Antonio Artés-Rodríguez
Deep Autoregressive Models with Spectral Attention. CoRR (2021)
Gonzalo Rios-Muñoz, Fernando Moreno-Pino, Nina Soto, Pablo M. Olmos, Antonio Artés-Rodríguez, Francisco Fernandez-Aviles, Angel Arenal
Hidden Markov Models for Activity Detection in Atrial Fibrillation Electrograms. CinC (2020)