Diego León

According to our database, Diego León authored at least 14 papers between 2017 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2024

Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB).

Diego León, Javier Sandoval, Andrea Cruz, Germán Jairo Hernández, Oscar Sierra

SN Comput. Sci., June, 2024

2022

Globally Explainable AutoML Evolved Models of Corporate Credit Risk.

Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández

Proceedings of the Applied Computer Sciences in Engineering, 2022

Multivariate Financial Time Series Forecasting with Deep Learning.

Sebastián Martelo, Diego León, Germán Jairo Hernández

Proceedings of the Applied Computer Sciences in Engineering, 2022

2021

Late reverberation suppression using U-nets.

Diego León, Felipe A. Tobar

CoRR, 2021

2020

An Interpretable Automated Machine Learning Credit Risk Model.

Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández

Proceedings of the Applied Computer Sciences in Engineering, 2020

2019

Intelligent Autonomous Navigation of Robot KUKA YouBot.

Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza

Proceedings of the Intelligent Systems and Applications, 2019

Autonomous Robot Navigation with Signaling Based on Objects Detection Techniques and Deep Learning Networks.

Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza

Proceedings of the Intelligent Systems and Applications, 2019

Human Rescue Based on Autonomous Robot KUKA YouBot with ROS and Object Detection.

Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Dennis Chicaiza

Proceedings of the Intelligent Systems and Applications, 2019

Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting.

Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez

Proceedings of the Computational Science - ICCS 2019, 2019

2018

Price Prediction with CNN and Limit Order Book Data.

Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval

Proceedings of the Applied Computer Sciences in Engineering, 2018

Deep Learning and Wavelets for High-Frequency Price Forecasting.

Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval

Proceedings of the Computational Science - ICCS 2018, 2018

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.

Catharine I. De Freitas, Pierre G. Padilla, Suzzane S. Minaya, Diego León, Maria Chirinos F. Chuquisengo, Xiara Vilela, Edwin L. Linan, Miguel S. Egoavil

Proceedings of the AMIA 2018, 2018

2017

Algorithmic Trading Using Deep Neural Networks on High Frequency Data.

Andrés Arévalo, Jaime Niño, Germán Jairo Hernández-Pérez, Javier Sandoval, Diego León, Arbey Aragón

Proceedings of the Applied Computer Sciences in Engineering, 2017

Clustering algorithms for Risk-Adjusted Portfolio Construction.

Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño

Proceedings of the International Conference on Computational Science, 2017