Javier Sandoval

According to our database, Javier Sandoval authored at least 10 papers between 2012 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

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

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

2016

High-Frequency Trading Strategy Based on Deep Neural Networks.

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

Proceedings of the Intelligent Computing Methodologies - 12th International Conference, 2016

Detecting Informative Patterns in Financial Market Trends based on Visual Analysis.

Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz

Proceedings of the International Conference on Computational Science 2016, 2016

2015

Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies.

Javier Sandoval, Germán Jairo Hernández

Proceedings of the International Conference on Computational Science, 2015

2014

Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks.

Javier Sandoval, Germán Jairo Hernández

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2014

2012

Use of Learning Strategies of SWEBOK© Guide Proposed Knowledge Areas.

Andrea Alarcón, Nataly Martinez, Javier Sandoval

Proceedings of the 7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing, 2012