Use of Learning Strategies of SWEBOK© Guide Proposed Knowledge Areas. - Andrea Alarcón; Nataly Martinez; Javier Sandoval (KMO, 2012)

Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks. - Javier Sandoval; Germán Jairo Hernández (MLDM, 2014)

Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies. - Javier Sandoval; Germán Jairo Hernández (ICCS, 2015)

Detecting Informative Patterns in Financial Market Trends based on Visual Analysis. - Javier Sandoval; Jaime Niño; Germán Jairo Hernández; Andrea Cruz (ICCS, 2016)

High-Frequency Trading Strategy Based on Deep Neural Networks. - Andrés Arévalo; Jaime Niño; Germán Jairo Hernández; Javier Sandoval (ICIC (3), 2016)

High frequency exchange rate prediction using dynamic bayesian networks over the limit order book information - Javier Sandoval (2016)

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)

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)

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)

Estimation of orange tree production by regression from video segments under uncontrolled conditions. - Ramón Alberto Mollineda; Javier Sandoval; Christian D. Rodríguez; José Antonio Heredia (Neural Comput. Appl., 2025)

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)