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Diego León

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2020 – today

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2024
[j1]
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  - journals/sncs/LeonSCHS24
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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)
2022
[c12]
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  - conf/wea2/RodriguezLLH22
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Miguel Rodríguez, Diego León, Edwin Lopez, Germán Jairo Hernández:
Globally Explainable AutoML Evolved Models of Corporate Credit Risk. WEA 2022: 19-30
[c11]
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  - conf/wea2/MarteloLH22
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Sebastián Martelo, Diego León, Germán Jairo Hernández:
Multivariate Financial Time Series Forecasting with Deep Learning. WEA 2022: 160-169
2021
[i1]
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  - journals/corr/abs-2110-02144
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Diego León, Felipe A. Tobar:
Late reverberation suppression using U-nets. CoRR abs/2110.02144 (2021)
2020
[c10]
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  - conf/wea2/PatronLLH20
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Gabriel Patron, Diego León, Edwin Lopez, Germán Jairo Hernández:
An Interpretable Automated Machine Learning Credit Risk Model. WEA 2020: 16-23

2010 – 2019

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2019
[c9]
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  - conf/iccS/ArevaloLH19
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Andrés Arévalo, Diego León, Germán Jairo Hernández-Pérez:
Portfolio Selection Based on Hierarchical Clustering and Inverse-Variance Weighting. ICCS (3) 2019: 315-325
[c8]
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  - conf/intellisys/GordonELLC19
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Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Dennis Chicaiza:
Human Rescue Based on Autonomous Robot KUKA YouBot with ROS and Object Detection. IntelliSys (1) 2019: 769-780
[c7]
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Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza:
Autonomous Robot Navigation with Signaling Based on Objects Detection Techniques and Deep Learning Networks. IntelliSys (2) 2019: 940-953
[c6]
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Carlos Gordón, Patricio Encalada, Henry Lema, Diego León, Cristhian Castro, Dennis Chicaiza:
Intelligent Autonomous Navigation of Robot KUKA YouBot. IntelliSys (2) 2019: 954-967
2018
[c5]
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  - conf/amia/FreitasPMLCVLE18
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Catharine I. De Freitas, Pierre G. Padilla, Suzzane S. Minaya, Diego León, Maria Chirinos F. Chuquisengo, Xiara Vilela, Edwin L. Linan, Miguel S. Egoavil:
Mixed Methods Assessment of Technological and Health Needs for the Development of a Community-based Information System to improve Child and Maternal Health in Amazonian Remote Communities. AMIA 2018
[c4]
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  - conf/iccS/ArevaloNLHS18
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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
[c3]
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  - conf/wea2/NinoALHS18
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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
[c2]
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  - conf/iccS/LeonASHAN17
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Diego León, Arbey Aragón, Javier Sandoval, Germán Jairo Hernández, Andrés Arévalo, Jaime Niño:
Clustering algorithms for Risk-Adjusted Portfolio Construction. ICCS 2017: 1334-1343
[c1]
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  - conf/wea2/ArevaloNHSLA17
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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

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