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@article{DBLP:journals/sncs/LeonSCHS24,
  author       = {Diego Le{\'{o}}n and
                  Javier Sandoval and
                  Andrea Cruz and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez and
                  Oscar Sierra},
  title        = {Deep Heterogeneous AutoML Trend Prediction Model for Algorithmic Trading
                  in the {USD/COP} Colombian {FX} Market Through Limit Order Book {(LOB)}},
  journal      = {{SN} Comput. Sci.},
  volume       = {5},
  number       = {5},
  pages        = {631},
  year         = {2024},
  url          = {https://doi.org/10.1007/s42979-024-02930-1},
  doi          = {10.1007/S42979-024-02930-1},
  timestamp    = {Thu, 04 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sncs/LeonSCHS24.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/corr/abs-2407-03524,
  author       = {Jairo Orozco{-}Sandoval and
                  Vidya B. Manian and
                  Sudhir Malik},
  title        = {A multicategory jet image classification framework using deep neural
                  network},
  journal      = {CoRR},
  volume       = {abs/2407.03524},
  year         = {2024},
  url          = {https://doi.org/10.48550/arXiv.2407.03524},
  doi          = {10.48550/ARXIV.2407.03524},
  eprinttype    = {arXiv},
  eprint       = {2407.03524},
  timestamp    = {Sat, 24 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/corr/abs-2407-03524.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sensors/Diaz-MartinezOM23,
  author       = {V{\'{\i}}ctor D{\'{\i}}az{-}Mart{\'{\i}}nez and
                  Jairo Orozco{-}Sandoval and
                  Vidya B. Manian and
                  Balpreet K. Dhatt and
                  Harkamal Walia},
  title        = {A Deep Learning Framework for Processing and Classification of Hyperspectral
                  Rice Seed Images Grown under High Day and Night Temperatures},
  journal      = {Sensors},
  volume       = {23},
  number       = {9},
  pages        = {4370},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23094370},
  doi          = {10.3390/S23094370},
  timestamp    = {Mon, 26 Jun 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/Diaz-MartinezOM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/sensors/OrozcoMAWD23,
  author       = {Jairo Orozco and
                  Vidya B. Manian and
                  Estefan{\'{\i}}a Alfaro and
                  Harkamal Walia and
                  Balpreet K. Dhatt},
  title        = {Graph Convolutional Network Using Adaptive Neighborhood Laplacian
                  Matrix for Hyperspectral Images with Application to Rice Seed Image
                  Classification},
  journal      = {Sensors},
  volume       = {23},
  number       = {7},
  pages        = {3515},
  year         = {2023},
  url          = {https://doi.org/10.3390/s23073515},
  doi          = {10.3390/S23073515},
  timestamp    = {Sat, 29 Apr 2023 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/sensors/OrozcoMAWD23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/amcc/WangZKSVBM23,
  author       = {Ruiting Wang and
                  Teng Zeng and
                  Patrick Keyantuo and
                  Jairo A. Sandoval and
                  Aashrith Vishwanath and
                  Hoseinali Borhan and
                  Scott J. Moura},
  title        = {Optimal Dispatch and Routing of Electrified Heavy-Duty Truck Fleets:
                  {A} Case Study with Fleet Data},
  booktitle    = {American Control Conference, {ACC} 2023, San Diego, CA, USA, May 31
                  - June 2, 2023},
  pages        = {1729--1734},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.23919/ACC55779.2023.10156233},
  doi          = {10.23919/ACC55779.2023.10156233},
  timestamp    = {Mon, 29 Jul 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/amcc/WangZKSVBM23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/tsp/RinconMelchorNJOSB23,
  author       = {Victor Rincon{-}Melchor and
                  Mariko Nakano{-}Miyatake and
                  Oswaldo Juarez{-}Sandoval and
                  Jesus Olivares{-}Mercado and
                  Jairo Moreno Saenz and
                  Gibran Benitez{-}Garcia},
  title        = {Deep Learning Algorithm for the People Identification Using their
                  {ECG} Signals as a Biometric Parameter},
  booktitle    = {46th International Conference on Telecommunications and Signal Processing,
                  {TSP} 2023, Prague, Czech Republic, July 12-14, 2023},
  pages        = {154--159},
  publisher    = {{IEEE}},
  year         = {2023},
  url          = {https://doi.org/10.1109/TSP59544.2023.10197825},
  doi          = {10.1109/TSP59544.2023.10197825},
  timestamp    = {Wed, 16 Aug 2023 17:25:31 +0200},
  biburl       = {https://dblp.org/rec/conf/tsp/RinconMelchorNJOSB23.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/ilrn/Bacca-AcostaLAS22,
  author       = {Jorge Bacca{-}Acosta and
                  Jenny{-}Paola Lis{-}Guti{\'{e}}rrez and
                  Cecilia Avila{-}Garzon and
                  Marithza Sandoval{-}Escobar and
                  Jairo Cardenas{-}Criollo},
  title        = {Work-In-Progress - {A} Mobile Augmented Reality Application for Learning
                  about Trademark Registration in Intellectual Property Education},
  booktitle    = {8th International Conference of the Immersive Learning Research Network,
                  iLRN 2022, Vienna, Austria, May 30 - June 4, 2022},
  pages        = {1--4},
  publisher    = {{IEEE}},
  year         = {2022},
  url          = {https://doi.org/10.23919/iLRN55037.2022.9815982},
  doi          = {10.23919/ILRN55037.2022.9815982},
  timestamp    = {Sun, 04 Aug 2024 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/conf/ilrn/Bacca-AcostaLAS22.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/computers/ManianGOJA21,
  author       = {Vidya B. Manian and
                  Harshini Gangapuram and
                  Jairo Orozco and
                  Heeralal Janwa and
                  Carlos Agrinsoni},
  title        = {Network Analysis of Local Gene Regulators in Arabidopsis thaliana
                  under Spaceflight Stress},
  journal      = {Comput.},
  volume       = {10},
  number       = {2},
  pages        = {18},
  year         = {2021},
  url          = {https://doi.org/10.3390/computers10020018},
  doi          = {10.3390/COMPUTERS10020018},
  timestamp    = {Thu, 17 Jun 2021 01:00:00 +0200},
  biburl       = {https://dblp.org/rec/journals/computers/ManianGOJA21.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@article{DBLP:journals/tvt/TaylorDSSEK20,
  author       = {Alexander H. Taylor and
                  Miles J. Droege and
                  Gregory M. Shaver and
                  Jairo A. Sandoval and
                  Stephen Erlien and
                  James Kuszmaul},
  title        = {Capturing the Impact of Speed, Grade, and Traffic on Class 8 Truck
                  Platooning},
  journal      = {{IEEE} Trans. Veh. Technol.},
  volume       = {69},
  number       = {10},
  pages        = {10506--10518},
  year         = {2020},
  url          = {https://doi.org/10.1109/TVT.2020.3009489},
  doi          = {10.1109/TVT.2020.3009489},
  timestamp    = {Tue, 01 Dec 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/journals/tvt/TaylorDSSEK20.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccS/ArevaloNLHS18,
  author       = {Andr{\'{e}}s Ar{\'{e}}valo and
                  Jaime Ni{\~{n}}o and
                  Diego Le{\'{o}}n and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez and
                  Javier Sandoval},
  editor       = {Yong Shi and
                  Haohuan Fu and
                  Yingjie Tian and
                  Valeria V. Krzhizhanovskaya and
                  Michael Harold Lees and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Deep Learning and Wavelets for High-Frequency Price Forecasting},
  booktitle    = {Computational Science - {ICCS} 2018 - 18th International Conference,
                  Wuxi, China, June 11-13, 2018, Proceedings, Part {II}},
  series       = {Lecture Notes in Computer Science},
  volume       = {10861},
  pages        = {385--399},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-319-93701-4\_29},
  doi          = {10.1007/978-3-319-93701-4\_29},
  timestamp    = {Mon, 08 May 2023 14:38:37 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/ArevaloNLHS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/wea2/NinoALHS18,
  author       = {Jaime Ni{\~{n}}o and
                  Andr{\'{e}}s Ar{\'{e}}valo and
                  Diego Le{\'{o}}n and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez{-}P{\'{e}}rez and
                  Javier Sandoval},
  editor       = {Juan Carlos Figueroa{-}Garc{\'{\i}}a and
                  Eduyn Ramiro L{\'{o}}pez{-}Santana and
                  Jos{\'{e}} Ignacio Rodr{\'{\i}}guez Molano},
  title        = {Price Prediction with {CNN} and Limit Order Book Data},
  booktitle    = {Applied Computer Sciences in Engineering - 5th Workshop on Engineering
                  Applications, {WEA} 2018, Medell{\'{\i}}n, Colombia, October
                  17-19, 2018, Proceedings, Part {I}},
  series       = {Communications in Computer and Information Science},
  volume       = {915},
  pages        = {124--135},
  publisher    = {Springer},
  year         = {2018},
  url          = {https://doi.org/10.1007/978-3-030-00350-0\_11},
  doi          = {10.1007/978-3-030-00350-0\_11},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wea2/NinoALHS18.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccS/LeonASHAN17,
  author       = {Diego Le{\'{o}}n and
                  Arbey Arag{\'{o}}n and
                  Javier Sandoval and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez and
                  Andr{\'{e}}s Ar{\'{e}}valo and
                  Jaime Ni{\~{n}}o},
  editor       = {Petros Koumoutsakos and
                  Michael Lees and
                  Valeria V. Krzhizhanovskaya and
                  Jack J. Dongarra and
                  Peter M. A. Sloot},
  title        = {Clustering algorithms for Risk-Adjusted Portfolio Construction},
  booktitle    = {International Conference on Computational Science, {ICCS} 2017, 12-14
                  June 2017, Zurich, Switzerland},
  series       = {Procedia Computer Science},
  volume       = {108},
  pages        = {1334--1343},
  publisher    = {Elsevier},
  year         = {2017},
  url          = {https://doi.org/10.1016/j.procs.2017.05.185},
  doi          = {10.1016/J.PROCS.2017.05.185},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/LeonASHAN17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/wea2/ArevaloNHSLA17,
  author       = {Andr{\'{e}}s Ar{\'{e}}valo and
                  Jaime Ni{\~{n}}o and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez{-}P{\'{e}}rez and
                  Javier Sandoval and
                  Diego Le{\'{o}}n and
                  Arbey Arag{\'{o}}n},
  editor       = {Juan Carlos Figueroa Garc{\'{\i}}a and
                  Eduyn Ramiro L{\'{o}}pez{-}Santana and
                  Jos{\'{e}} Luis Villa{-}Ram{\'{\i}}rez and
                  Roberto Ferro Escobar},
  title        = {Algorithmic Trading Using Deep Neural Networks on High Frequency Data},
  booktitle    = {Applied Computer Sciences in Engineering - 4th Workshop on Engineering
                  Applications, {WEA} 2017, Cartagena, Colombia, September 27-29, 2017,
                  Proceedings},
  series       = {Communications in Computer and Information Science},
  volume       = {742},
  pages        = {144--155},
  publisher    = {Springer},
  year         = {2017},
  url          = {https://doi.org/10.1007/978-3-319-66963-2\_14},
  doi          = {10.1007/978-3-319-66963-2\_14},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/wea2/ArevaloNHSLA17.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/iccS/QiuL16a,
  author       = {Javier Sandoval and
                  Jaime Ni{\~{n}}o and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez and
                  Andrea Cruz},
  editor       = {Michelle Connolly},
  title        = {Detecting Informative Patterns in Financial Market Trends based on
                  Visual Analysis},
  booktitle    = {International Conference on Computational Science 2016, {ICCS} 2016,
                  6-8 June 2016, San Diego, California, {USA}},
  series       = {Procedia Computer Science},
  volume       = {80},
  pages        = {752--761},
  publisher    = {Elsevier},
  year         = {2016},
  url          = {https://doi.org/10.1016/j.procs.2016.05.365},
  doi          = {10.1016/J.PROCS.2016.05.365},
  timestamp    = {Thu, 08 Jul 2021 16:04:01 +0200},
  biburl       = {https://dblp.org/rec/conf/iccS/QiuL16a.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

@inproceedings{DBLP:conf/icic/ArevaloNHS16,
  author       = {Andr{\'{e}}s Ar{\'{e}}valo and
                  Jaime Ni{\~{n}}o and
                  Germ{\'{a}}n Jairo Hern{\'{a}}ndez and
                  Javier Sandoval},
  editor       = {De{-}Shuang Huang and
                  Kyungsook Han and
                  Abir Hussain},
  title        = {High-Frequency Trading Strategy Based on Deep Neural Networks},
  booktitle    = {Intelligent Computing Methodologies - 12th International Conference,
                  {ICIC} 2016, Lanzhou, China, August 2-5, 2016, Proceedings, Part {III}},
  series       = {Lecture Notes in Computer Science},
  volume       = {9773},
  pages        = {424--436},
  publisher    = {Springer},
  year         = {2016},
  url          = {https://doi.org/10.1007/978-3-319-42297-8\_40},
  doi          = {10.1007/978-3-319-42297-8\_40},
  timestamp    = {Tue, 18 Feb 2020 00:00:00 +0100},
  biburl       = {https://dblp.org/rec/conf/icic/ArevaloNHS16.bib},
  bibsource    = {dblp computer science bibliography, https://dblp.org}
}

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