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Javier Sandoval
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2020 – today
- 2024
- [j1]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): 631 (2024)
2010 – 2019
- 2018
- [c9]Andrés Arévalo, Jaime Niño, Diego León, Germán Jairo Hernández, Javier Sandoval:
Deep Learning and Wavelets for High-Frequency Price Forecasting. ICCS (2) 2018: 385-399 - [c8]Jaime Niño, Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez, Javier Sandoval:
Price Prediction with CNN and Limit Order Book Data. WEA (1) 2018: 124-135 - 2017
- [c7]Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño:
Clustering algorithms for Risk-Adjusted Portfolio Construction. ICCS 2017: 1334-1343 - [c6]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: 144-155 - 2016
- [c5]Javier Sandoval, Jaime Niño, Germán Jairo Hernández, Andrea Cruz:
Detecting Informative Patterns in Financial Market Trends based on Visual Analysis. ICCS 2016: 752-761 - [c4]Andrés Arévalo, Jaime Niño, Germán Jairo Hernández, Javier Sandoval:
High-Frequency Trading Strategy Based on Deep Neural Networks. ICIC (3) 2016: 424-436 - 2015
- [c3]Javier Sandoval, Germán Jairo Hernández:
Computational Visual Analysis of the Order Book Dynamics for Creating High-frequency Foreign Exchange Trading Strategies. ICCS 2015: 1593-1602 - 2014
- [c2]Javier Sandoval, Germán Jairo Hernández:
Learning of Natural Trading Strategies on Foreign Exchange High-Frequency Market Data Using Dynamic Bayesian Networks. MLDM 2014: 408-421 - 2012
- [c1]Andrea Alarcón, Nataly Martinez, Javier Sandoval:
Use of Learning Strategies of SWEBOK© Guide Proposed Knowledge Areas. KMO 2012: 243-254
Coauthor Index
aka: Germán Jairo Hernández-Pérez
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