Javier Sandoval

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 7

Top Topics

Foreign Exchange

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)
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)
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)
Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz
Detecting Informative Patterns in Financial Market Trends based on Visual Analysis. ICCS (2016)
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval
High-Frequency Trading Strategy Based on Deep Neural Networks. ICIC (3) (2016)
Javier Sandoval, Germán Jairo Hernández
Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies. ICCS (2015)
Javier Sandoval, Germán Jairo Hernández
Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks. MLDM (2014)
Andrea Alarcón, Nataly Martinez, Javier Sandoval
Use of Learning Strategies of SWEBOK© Guide Proposed Knowledge Areas. KMO (2012)