Javier Orduz

Javier Orduz

Visit. Asst. Prof. at EC. Math and CS Dept. QML Scientist. IEEE and APS member.

Jupyter notebook markdown generator

Jupyter notebook markdown generator

These .ipynb files are Jupyter notebook files that convert a TSV containing structured data about talks (talks.tsv) or presentations (presentations.tsv) into individual markdown files that will be properly formatted for the academicpages template. The notebooks contain a lot of documentation about the process. The .py files are pure python that do the same things if they are executed in a terminal, they just don’t have pretty documentation.

_________ Proceeedings

@misc{OrduzA:2023,
title = {Quantum Machine Learning for Heart Disease Detection: A Case Study},
author = {Tisha, Sadia Nasrin, and Rahman, Mushfika Sharmin, and Orduz, J.},
year = {2025},
note = {Accepted to be published soon},
}

@article{kavagiOrduzA:2024,
author = {Kavagi, Hillary and Orduz, Javier},
title = {Unleash quantum computing on cognitive and eye dilation},
journal = {TBD},
volume = {TBD},
year = {2025},
number = {TBD},
pages = {TBD},
url = {TBD},
issn = {TBD},
doi = {TBD},
}

@inproceedings{OrduzB:2023,
title={Quantune: An Automatic Music Generation Using Quantum Computing},
author={Rahaman, Md Shahidur, and Islam, Agm, and Orduz, Javier.},
booktitle={LatinX in AI (LXAI) Research at ICML 2024},
year={2024},
url={https://openreview.net/forum?id=0QaxgMx4bR},
}

@misc{OrduzA:2022,
title = {An introduction to quantum natural language processing and a study case},
author = {Orduz, J. Rastogi, S. and and Baker, E.},
year = {2022},
note = {International Conference on Machine Learning Conference: LatinX in AI (LXAI) Research Workshop 2022, Baltimore, Maryland USA.},
url={https://research.latinxinai.org/papers/icml/2022/pdf/poster_1.pdf},
}

@inproceedings{jui2021performance,
title={Performance Analysis of Quantum Machine Learning Classifiers},
author={Jui, Tonni and Ayoade, Olawale and Rivas, Pablo and Orduz, Javier},
booktitle={NeurIPS 2021 Workshop LatinX in AI},
year={2021}
}

@inproceedings{orduzTE:2021,
title ={Quantum Machine Learning concepts for Physicists},
journal = {Tecnología Educativa de CONAIC},
author = {Orduz, J. and Iyer, V},
year = “2021”,
issn = “2395-9061”,
note = {To be published soon: {\url{https://terc.mx/index.php/terc}}},
}

%2020

@misc{OrduzA:2020,
title = {Quantum Machine Learning concepts and applications},
author = {Orduz, J. and Iyer, V},
year = {2020},
note = {LatinXAI at NeuRIPS. PDF: {\url{https://tinyurl.com/yzzga8eu}}},
}

%2016
@article{Orduz-Ducuara:2016nje,
author = {Orduz-Ducuara, J. A.},
title = {Exclusions on $Z’$ mass and its non-universal couplings in LFV decays},
eprint = “1608.02061”,
archivePrefix = {arXiv},
primaryClass = {hep-ph},
month = “8”,
year = “2016”,
note = {See the website: {\url{https://goo.gl/8Ll9FL}}},
}

_________ PUBS

@incollection{RIVAS2023379,
title = {Chapter 15 - AI ethics for earth sciences},
editor = {Ziheng Sun and Nicoleta Cristea and Pablo Rivas},
booktitle = {Artificial Intelligence in Earth Science},
publisher = {Elsevier},
pages = {379-396},
year = {2023},
isbn = {978-0-323-91737-7},
doi = {https://doi.org/10.1016/B978-0-323-91737-7.00007-4},
url = {https://www.sciencedirect.com/science/article/pii/B9780323917377000074},
author = {Pablo Rivas and Christopher Thompson and Brenda Tafur and Bikram Khanal and Olawale Ayoade and Tonni Das Jui and Korn Sooksatra and Javier Orduz and Gissella Bejarano},
keywords = {Standards for AI ethics, Responsible AI, Trustworthy AI, 07.05.Mh, 43.15.+s, 68T99, 97A80},
}

@incollection{AYOADE2023337,
title = {Chapter 13 - Satellite image classification using quantum machine learning},
editor = {Ziheng Sun and Nicoleta Cristea and Pablo Rivas},
booktitle = {Artificial Intelligence in Earth Science},
publisher = {Elsevier},
pages = {337-355},
year = {2023},
isbn = {978-0-323-91737-7},
doi = {https://doi.org/10.1016/B978-0-323-91737-7.00013-X},
url = {https://www.sciencedirect.com/science/article/pii/B978032391737700013X},
author = {Olawale Ayoade and Pablo Rivas and Javier Orduz and Nurul Rafi},
keywords = {Quantum machine learning, MODIS, Image classification, Remote sensing},
}

@Article{OrduzB:2022,
author= {Khanal, B., Orduz, J., Rivas, P. and
Baker, E.},
title= {Supercomputing leverages quantum machine learning and Grover’s algorithm},
journal = {J Supercomput},
year= {2022},
url={https://doi.org/10.1007/s11227-022-04923-4},
}

@Article{data7030028,
author = {Ayoade, Olawale and Rivas, Pablo and Orduz, Javier},
title = {Artificial Intelligence Computing at the Quantum Level},
journal = {Data},
volume = {7},
year = {2022},
number = {3},
article-number = {28},
url = {https://www.mdpi.com/2306-5729/7/3/28},
issn = {2306-5729},
doi = {10.3390/data7030028}
}

% 2021
@article{SUN2022105034,
title = {A review of Earth Artificial Intelligence},
journal = {Computers \& Geosciences},
volume = {159},
pages = {105034},
year = {2022},
issn = {0098-3004},
doi = {https://doi.org/10.1016/j.cageo.2022.105034},
url = {https://www.sciencedirect.com/science/article/pii/S0098300422000036},
author = {Ziheng Sun and Laura Sandoval and Robert Crystal-Ornelas and S. Mostafa Mousavi and Jinbo Wang and Cindy Lin and Nicoleta Cristea and Daniel Tong and Wendy Hawley Carande and Xiaogang Ma and Yuhan Rao and James A. Bednar and Amanda Tan and Jianwu Wang and Sanjay Purushotham and Thomas E. Gill and Julien Chastang and Daniel Howard and Benjamin Holt and Chandana Gangodagamage and Peisheng Zhao and Pablo Rivas and Zachary Chester and Javier Orduz and Aji John},
keywords = {Geosphere, Hydrology, Atmosphere, Artificial intelligence/machine learning, Big data, Cyberinfrastructure},
}

@inproceedings{orduzcsciD:2021,
author={Rivas, Pablo and Zhao, Liang and Orduz, Javier},
booktitle={2021 International Conference on Computational Science and Computational Intelligence (CSCI)},
title={Hybrid Quantum Variational Autoencoders for Representation Learning},
year={2021},
volume={},
number={},
pages={52-57},
doi={10.1109/CSCI54926.2021.00085}}

@inproceedings{orduzcsciC:2021,
author={Khanal, Bikram and Rivas, Pablo and Orduz, Javier and Zhakubayev, Alibek},
booktitle={2021 International Conference on Computational Science and Computational Intelligence (CSCI)},
title={Quantum Machine Learning: A Case Study of Grover’s Algorithm},
year={2021},
volume={},
number={},
pages={79-84},
doi={10.1109/CSCI54926.2021.00088},
}

@inproceedings{orduzcsciB:2021,
author={Khanal, Bikram and Rivas, Pablo and Orduz, Javier},
booktitle={2021 International Conference on Computational Science and Computational Intelligence (CSCI)},
title={Human Activity Classification Using Basic Machine Learning Models},
year={2021},
volume={},
number={},
pages={121-126},
doi={10.1109/CSCI54926.2021.00093}}

@inproceedings{orduzcsciA:2021,
author={Sooksatra, Korn and Rivas, Pablo and Orduz, Javier},
booktitle={2021 International Conference on Computational Science and Computational Intelligence (CSCI)},
title={Evaluating Accuracy and Adversarial Robustness of Quanvolutional Neural Networks},
year={2021},
volume={},
number={},
pages={152-157},
doi={10.1109/CSCI54926.2021.00097}}

@inproceedings{orduzCSC:2021,
title = {Quantum Machine Learning Foundations and Applications: A Succinct
Literature Review},
publisher = {Transactions on Computational Science and Computational Intelligence},
booktitle = {International Conference on Scientific Computing},
author = {Orduz, J. and Rivas, P. and Baker, E.},
month = {July},
year = “2021”,
organization = {Springer},
note = {To be published soon: {\url{https://www.springer.com/series/11769}}},
issn = “2569-7072”,
}

@inproceedings{orduzICAI:2021,
title = {Quantum Circuits for Quantum Convolutions: A Quantum Convolutional
Autoencoder},
author = {Orduz, J. and Rivas, P. and Baker, E.},
publisher = {Transactions on Computational Science and Computational Intelligence},
booktitle = {International Conference on Scientific Computing},
month = {August},
year = {2021},
organization = {Springer},
note = {To be published soon: {\url{https://www.springer.com/series/11769}}},
issn = “2569-7072”,
}

% 2017
@article{Orduz:2017gpd,
author = {Orduz-Ducuara, J. A.},
editor = {Bautista, I. and de la Cruz Burelo, E. and Fernandez-Tellez, A. and Lopez-Castro, G. and Rodriguez-Cahuantzi, M. and Roig, P.},
title = {Higgs decay mediated by top-quark with flavor-changing neutral scalar interactions},
eprint = “1710.08984”,
archivePrefix = {arXiv},
primaryClass = {hep-ph},
doi = “10.1088/1742-6596/912/1/012032”,
journal = {J. Phys. Conf. Ser.},
volume = “912”,
number = “1”,
pages = “012032”,
year = “2017”,
note={See the website: {\url{https://goo.gl/KFpxKU}}},
}

@article{Gaitan:2017cfa,
author = {Gaitan, R. and Montes de Oca, J. H. and Orduz-Ducuara, J. A.},
title = {Probing flavor parameters in the scalar sector and new bounds for the fermion sector},
eprint = “1705.07992”,
archivePrefix = {arXiv},
primaryClass = {hep-ph},
doi = “10.1093/ptep/ptx084”,
journal = {PTEP},
volume = “2017”,
number = “7”,
pages = “073B02”,
year = “2017”,
note={See the website: {\url{https://goo.gl/YjCVdE}}},
}

@article{Gaitan:2016rlq,
author = {Gaitan, R. and Orduz-Ducuara, J. A.},
editor = {de la Cruz Burelo, Eduard and Fernandez Tellez, Arturo and Roig, Pablo},
title = {Brief description of the flavor-changing neutral scalar interactions at two-loop level},
eprint = “1607.08652”,
archivePrefix = {arXiv},
primaryClass = {hep-ph},
doi = “10.1088/1742-6596/761/1/012011”,
journal = {J. Phys. Conf. Ser.},
volume = “761”,
number = “1”,
pages = “012011”,
year = “2016”,
note ={See the website: {\url{http://bit.ly/2fB8te0}}},
}

@article{orduz8tecnicas,
title={Tecnicas en informatica educativa (TIE): LaTeX y Python (herramientas para la ense{~n}anza de las ciencias)},
author={Orduz-Ducuara, Javier A},
journal={Revista Mexicana de Bachillerato a Distancia},
volume=”8”,
number=”15”,
pages=”124–137”,
year=”2016”,
note={See the website: {\url{http://goo.gl/Dkz6S8}}},
}

%2015
@article{Diaz-Cruz:2015uqx,
author = {Diaz-Cruz, J. Lorenzo and Diaz, Enrique and Orduz-Ducuara, Javier A.},
editor = {Delepine, David and Napsuciale, Mauro and Ibarguen, Humberto Salazar},
title = {The texturized 2HDM (2HDM-TX) and Higgs signature at colliders},
doi = “10.1088/1742-6596/651/1/012016”,
journal = {J. Phys. Conf. Ser.},
volume = “651”,
number = “1”,
pages = “012016”,
year = “2015”,
note={See the website: {\url{http://goo.gl/ziuACv}}},
}

%2014
@article{Diaz-Cruz:2014aga,
author = {Diaz-Cruz, J. L. and Honorato, C. G. and Orduz-Ducuara, J. A. and Perez, M. A.},
title = {One-loop decays $A^0 \to ZZ, Z\gamma, \gamma\gamma$ within the 2HDM and its search at the LHC},
eprint = “1403.7541”,
archivePrefix = {arXiv},
primaryClass = {hep-ph},
doi = “10.1103/PhysRevD.90.095019”,
journal = {Phys. Rev. D},
volume = “90”,
number = “9”,
pages = “095019”,
year = “2014”,
note={See the website: {\url{http://goo.gl/hKGvOF}}},
}

%2013
@article{Lopez:2013hsa,
author = {Hernandez Lopez, J. M. and Orduz-Ducuara, J. A.},
editor = {Salazar, Humberto and Napsuciale, Mauro and Delepine, David},
title = {A calculation for $Br(Z’\to tth)$ in a B-L model},
doi = “10.1088/1742-6596/468/1/012012”,
journal = {J. Phys. Conf. Ser.},
volume = “468”,
pages = “012012”,
year = “2013”,
note={See the website: {\url{http://goo.gl/3xGWw0}}},
}

@article{Arroyo:2013kaa,
author = {Arroyo-Ure~na, Marco A. and Diaz-Cruz, J. Lorenzo and Diaz, Enrique and Orduz-Ducuara, Javier A.},
title = {Flavor violating Higgs signals in the Texturized Two-Higgs Doublet Model (THDM-Tx)},
eprint = {1306.2343},
archivePrefix = {arXiv},
primaryClass = {hep-ph},
doi = “10.1088/1674-1137/40/12/123103”,
journal = {Chin. Phys. C},
volume = “40”,
number = “12”,
pages = “123103”,
year = “2016”,
note={See the website: {\url{https://goo.gl/aR6NV4}}},
}

@article{Diaz-Cruz:2013kpa,
author = {Diaz-Cruz, J. Lorenzo and Hernandez-Lopez, Javier M. and Orduz-Ducuara, Javier A.},
title = {An extra $Z’$ gauge boson as a source of Higgs particles},
eprint = “1304.0016”,
archivePrefix = {arXiv},
primaryClass = {hep-ph},
reportNumber = {FCFM-HEP-001},
doi = “10.1088/0954-3899/40/12/125002”,
journal = {J. Phys. G},
volume = “40”,
pages = “125002”,
year = “2013”,
note={See the website: {\url{http://goo.gl/LcUyPf}}},
}