Diego León

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 14

Top Topics

Portfolio Selection

Autonomous Robot Navigation

Top Venues

Publications

Diego León, Javier Sandoval, Andrea Cruz, Germán Jairo Hernández, Oscar Sierra
Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB). SN Comput. Sci. 5 (5) (2024)
Sebastián Martelo, Diego León, Germán Jairo Hernández
Multivariate Financial Time Series Forecasting with Deep Learning. WEA (2022)
Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández
Globally Explainable AutoML Evolved Models of Corporate Credit Risk. WEA (2022)
Diego León, Felipe A. Tobar
Late reverberation suppression using U-nets. CoRR (2021)
Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández
An Interpretable Automated Machine Learning Credit Risk Model. WEA (2020)
Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza
Intelligent Autonomous Navigation of Robot KUKA YouBot. IntelliSys (2) (2019)
Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting. ICCS (3) (2019)
Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza
Autonomous Robot Navigation with Signaling Based on Objects Detection Techniques and Deep Learning Networks. IntelliSys (2) (2019)
Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Dennis Chicaiza
Human Rescue Based on Autonomous Robot KUKA YouBot with ROS and Object Detection. IntelliSys (1) (2019)
Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval
Price Prediction with CNN and Limit Order Book Data. WEA (1) (2018)
Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval
Deep Learning and Wavelets for High-Frequency Price Forecasting. ICCS (2) (2018)
Catharine I. De Freitas, Pierre G. Padilla, Suzzane S. Minaya, Diego León, Maria Chirinos F. Chuquisengo, Xiara Vilela, Edwin L. Linan, Miguel S. Egoavil
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 (2018)
Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño
Clustering algorithms for Risk-Adjusted Portfolio Construction. ICCS (2017)
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández-Pérez, Javier Sandoval, Diego León, Arbey Aragón
Algorithmic Trading Using Deep Neural Networks on High Frequency Data. WEA (2017)