Clustering algorithms for Risk-Adjusted Portfolio Construction. - Diego León; Arbey Aragón; Javier Sandoval; Germán Jairo Hernández; Andrés Arévalo; Jaime Niño (ICCS, 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 (WEA, 2017)

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 (AMIA, 2018)

Deep Learning and Wavelets for High-Frequency Price Forecasting. - Andrés Arévalo; Jaime Niño; Diego León; Germán Jairo Hernández; Javier Sandoval (ICCS (2), 2018)

Price Prediction with CNN and Limit Order Book Data. - Jaime Niño; Andrés Arévalo; Diego León; Germán Jairo Hernández-Pérez; Javier Sandoval (WEA (1), 2018)

Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting. - Andrés Arévalo; Diego León; Germán Jairo Hernández-Pérez (ICCS (3), 2019)

Human Rescue Based on Autonomous Robot KUKA YouBot with ROS and Object Detection. - Carlos Gordón; Patricio Encalada; Henry Lema; Diego León; Dennis Chicaiza (IntelliSys (1), 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 (IntelliSys (2), 2019)

Intelligent Autonomous Navigation of Robot KUKA YouBot. - Carlos Gordón; Patricio Encalada; Henry Lema; Diego León; Cristhian Castro; Dennis Chicaiza (IntelliSys (2), 2019)

An Interpretable Automated Machine Learning Credit Risk Model. - Gabriel Patron; Diego León; Edwin Lopez; Germán Jairo Hernández (WEA, 2020)

Late reverberation suppression using U-nets. - Diego León; Felipe A. Tobar (CoRR, 2021)

Multivariate Financial Time Series Forecasting with Deep Learning. - Sebastián Martelo; Diego León; Germán Jairo Hernández (WEA, 2022)

Globally Explainable AutoML Evolved Models of Corporate Credit Risk. - Miguel Rodríguez 008; Diego León; Edwin Lopez; Germán Jairo Hernández (WEA, 2022)

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., 2024)

Deep Reinforcement Learning in Continuous Action Spaces for Pair Trading: A Comparative Study of A2 C and PPO. - Cristian Quintero; Diego León; Javier Sandoval; Germán Jairo Hernández (SN Comput. Sci., 2025)