Diego León

15 papers Misc 2Journal 3Unranked 10
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Reinforcement Learning in Continuous Action Spaces for Pair Trading: A Comparative Study of A2 C and PPO.
SN Comput. Sci.
Cristian Quintero, Diego León, Javier Sandoval, Germán Jairo Hernández
2024 J jnl
Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB).
SN Comput. Sci.
Diego León, Javier Sandoval, Andrea Cruz, Germán Jairo Hernández, Oscar Sierra
2022 — conf
Globally Explainable AutoML Evolved Models of Corporate Credit Risk.
WEA
Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández
2022 — conf
Multivariate Financial Time Series Forecasting with Deep Learning.
WEA
Sebastián Martelo, Diego León, Germán Jairo Hernández
2021 J jnl
Late reverberation suppression using U-nets.
CoRR
Diego León, Felipe A. Tobar
2020 — conf
An Interpretable Automated Machine Learning Credit Risk Model.
WEA
Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández
2019 — conf
Autonomous Robot Navigation with Signaling Based on Objects Detection Techniques and Deep Learning Networks.
IntelliSys (2)
Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza
2019 — conf
Human Rescue Based on Autonomous Robot KUKA YouBot with ROS and Object Detection.
IntelliSys (1)
Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Dennis Chicaiza
2019 — conf
Intelligent Autonomous Navigation of Robot KUKA YouBot.
IntelliSys (2)
Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza
2019 — conf
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting.
ICCS (3)
Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez
2018 — conf
Deep Learning and Wavelets for High-Frequency Price Forecasting.
ICCS (2)
Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval
2018 Misc conf
Mixed Methods Assessment of Technological and Health Needs for the Development of a Community-based Information System to improve Child and Maternal Health in Amazonian Remote Communities.
AMIA
Catharine I. De Freitas, Pierre G. Padilla, Suzzane S. Minaya, Diego León, Maria Chirinos F. Chuquisengo, Xiara Vilela, Edwin L. Linan, Miguel S. Egoavil
2018 — conf
Price Prediction with CNN and Limit Order Book Data.
WEA (1)
Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval
2017 — conf
Algorithmic Trading Using Deep Neural Networks on High Frequency Data.
WEA
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández-Pérez, Javier Sandoval, Diego León, Arbey Aragón
2017 Misc conf
Clustering algorithms for Risk-Adjusted Portfolio Construction.
ICCS
Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño