Javier Sandoval

13 papers Misc 3Journal 3Unranked 6
YearRankTypeTitle / Venue / Authors
2025 J jnl
Deep Reinforcement Learning in Continuous Action Spaces for Pair Trading: A Comparative Study of A2 C and PPO.
SN Comput. Sci.
Cristian Quintero, Diego León, Javier Sandoval, Germán Jairo Hernández
2025 J jnl
Estimation of orange tree production by regression from video segments under uncontrolled conditions.
Neural Comput. Appl.
Ramón Alberto Mollineda, Javier Sandoval, Christian D. Rodríguez, José Antonio Heredia
2024 J jnl
Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading in the USD/COP Colombian FX Market Through Limit Order Book (LOB).
SN Comput. Sci.
Diego León, Javier Sandoval, Andrea Cruz, Germán Jairo Hernández, Oscar Sierra
2018 — conf
Deep Learning and Wavelets for High-Frequency Price Forecasting.
ICCS (2)
Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval
2018 — conf
Price Prediction with CNN and Limit Order Book Data.
WEA (1)
Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval
2017 — conf
Algorithmic Trading Using Deep Neural Networks on High Frequency Data.
WEA
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández-Pérez, Javier Sandoval, Diego León, Arbey Aragón
2017 Misc conf
Clustering algorithms for Risk-Adjusted Portfolio Construction.
ICCS
Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño
2016 Misc conf
Detecting Informative Patterns in Financial Market Trends based on Visual Analysis.
ICCS
Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz
2016 — —
High frequency exchange rate prediction using dynamic bayesian networks over the limit order book information
Javier Sandoval
2016 — conf
High-Frequency Trading Strategy Based on Deep Neural Networks.
ICIC (3)
Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval
2015 Misc conf
Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies.
ICCS
Javier Sandoval, Germán Jairo Hernández
2014 — conf
Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks.
MLDM
Javier Sandoval, Germán Jairo Hernández
2012 — conf
Use of Learning Strategies of SWEBOK© Guide Proposed Knowledge Areas.
KMO
Andrea Alarcón, Nataly Martinez, Javier Sandoval