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Nico Zengeler publiziert über Themen der künstlichen Intelligenz. Seine Forschung umfasst Handgestenerkennung, Personen- und Objektdetektion sowie Reinforcement Learning. Im Projekt DamokleS 4.0 setzte er ein kamerabasiertes System zur Personenverfolgung in der Schwerindustrie um. In der Lehre unterstützt er die Grundlagen der Informatik und bietet in der Kompetenzentwicklung Themen zum maschinellen Lernen an. Nico Zengeler ist Mitglied des Graduierteninstituts NRW in der Fachgruppe Digitalisierung und stellvertretender Sprecher der Promovierenden dieser Gruppe.
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AUSGEWÄHLTE PUBLIKATIONEN
2021
21. Wehrmann, Maximilian; Zengeler, Nico; Handmann, Uwe
Observation Time Effects in Reinforcement Learning on Contracts for Difference Artikel
In: Journal of Risk and Financial Management, Bd. 14, Nr. 2:54, S. 1-15, 2021, ISSN: 1911-8074, (MDPI, Basel, Switzerland).
Links | BibTeX | Schlagwörter:
@article{Wehrmann2021,
title = {Observation Time Effects in Reinforcement Learning on Contracts for Difference},
author = {Maximilian Wehrmann and Nico Zengeler and Uwe Handmann},
url = {https://www.mdpi.com/1911-8074/14/2/54},
doi = {10.3390/jrfm14020054},
issn = {1911-8074},
year = {2021},
date = {2021-01-01},
journal = {Journal of Risk and Financial Management},
volume = {14},
number = {2:54},
pages = {1-15},
note = {MDPI, Basel, Switzerland},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2020
20. Zengeler, Nico; Handmann, Uwe
Contracts for Difference: A Reinforcement Learning Approach Artikel
In: Journal of Risk and Financial Management, Bd. 13, Nr. 4, S. 78, 2020.
BibTeX | Schlagwörter:
@article{Zengeler2020,
title = {Contracts for Difference: A Reinforcement Learning Approach},
author = {Nico Zengeler and Uwe Handmann},
year = {2020},
date = {2020-01-01},
journal = {Journal of Risk and Financial Management},
volume = {13},
number = {4},
pages = {78},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
19. Arntz, Alexander; Keßler, Dustin; Borgert, Nele; Zengeler, Nico; Jansen, Marc Björn; Handmann, Uwe; Eimler, Sabrina Cornelia
Navigating a Heavy Industry Environment Using Augmented Reality-A Comparison of Two Indoor Navigation Designs Konferenzbeitrag
In: International Conference on Human-Computer Interaction, S. 3–18, 2020.
BibTeX | Schlagwörter:
@inproceedings{Arntz2020b,
title = {Navigating a Heavy Industry Environment Using Augmented Reality-A Comparison of Two Indoor Navigation Designs},
author = {Alexander Arntz and Dustin Keßler and Nele Borgert and Nico Zengeler and Marc Björn Jansen and Uwe Handmann and Sabrina Cornelia Eimler},
year = {2020},
date = {2020-01-01},
booktitle = {International Conference on Human-Computer Interaction},
pages = {3--18},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
18. Arntz, Alexander; Keßler, Dustin; Borgert, Nele; Zengeler, Nico; Jansen, Marc Björn; Handmann, Uwe; Eimler, Sabrina Cornelia
Virtual, Augmented and Mixed Reality - Industrial and Everyday Life Applications, 12th International Conference, VAMR 2020 - Held as Part of the 22nd HCI International Conference, HCII 2020, Springer Nature, Cham, Switzerland, 2020, ISBN: 978-3-030-49697-5.
Links | BibTeX | Schlagwörter:
@conference{Arntz2020c,
title = {Navigating a Heavy Industry Environment Using Augmented Reality - A Comparison of Two Indoor Navigation Designs},
author = {Alexander Arntz and Dustin Keßler and Nele Borgert and Nico Zengeler and Marc Björn Jansen and Uwe Handmann and Sabrina Cornelia Eimler},
url = {https://link.springer.com/chapter/10.1007/978-3-030-49698-2_1},
doi = {10.1007/978-3-030-49698-2_1},
isbn = {978-3-030-49697-5},
year = {2020},
date = {2020-01-01},
booktitle = {Virtual, Augmented and Mixed Reality - Industrial and Everyday Life Applications, 12th International Conference, VAMR 2020 - Held as Part of the 22nd HCI International Conference, HCII 2020},
address = {Springer Nature, Cham, Switzerland},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
17. Zengeler, Nico; Handmann, Uwe
Contracts for Difference: A Reinforcement Learning Approach Artikel
In: Journal of Risk and Financial Management - Special Issue 'AI and Financial Markets', Bd. 13, Nr. 4:78, S. 1-12, 2020, ISSN: 1911-8074, (MDPI, Basel, Switzerland).
Links | BibTeX | Schlagwörter:
@article{Zengeler2020a,
title = {Contracts for Difference: A Reinforcement Learning Approach},
author = {Nico Zengeler and Uwe Handmann},
url = {https://www.mdpi.com/1911-8074/13/4/78},
doi = {10.3390/jrfm13040078},
issn = {1911-8074},
year = {2020},
date = {2020-01-01},
journal = {Journal of Risk and Financial Management - Special Issue 'AI and Financial Markets'},
volume = {13},
number = {4:78},
pages = {1-12},
note = {MDPI, Basel, Switzerland},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
16. Zengeler, Nico; Handmann, Uwe
Contracts for Difference: A Reinforcement Learning Approach Artikel
In: AI and Financial Markets, S. 41-52, 2020, ISBN: 978-3-03936-224-0, (MDPI, Basel, Switzerland).
Links | BibTeX | Schlagwörter:
@article{Zengeler2020b,
title = {Contracts for Difference: A Reinforcement Learning Approach},
author = {Nico Zengeler and Uwe Handmann},
url = {https://www.mdpi.com/books/pdfview/book/2462},
doi = {10.3390/books978-3-03936-225-7},
isbn = {978-3-03936-224-0},
year = {2020},
date = {2020-01-01},
journal = {AI and Financial Markets},
pages = {41-52},
note = {MDPI, Basel, Switzerland},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
15. Zengeler, Nico; Handmann, Uwe
Contracts for Difference: A Reinforcement Learning Approach Sonstige
2020, (preprint on Researchgate).
Links | BibTeX | Schlagwörter:
@misc{Zengeler2020d,
title = {Contracts for Difference: A Reinforcement Learning Approach},
author = {Nico Zengeler and Uwe Handmann},
doi = {10.13140/RG.2.2.23542.14401},
year = {2020},
date = {2020-01-01},
note = {preprint on Researchgate},
keywords = {},
pubstate = {published},
tppubtype = {misc}
}
14. Wehrmann, Maximilian; Zengeler, Nico; Handmann, Uwe
Observation Time Effects in Automatic Trading Artikel
In: 2020, (preprint on Researchgate).
Links | BibTeX | Schlagwörter:
@article{Wehrmann2020,
title = {Observation Time Effects in Automatic Trading},
author = {Maximilian Wehrmann and Nico Zengeler and Uwe Handmann},
url = {https://www.researchgate.net/publication/344654400_Observation_Time_Effects_in_Automatic_Trading},
year = {2020},
date = {2020-01-01},
note = {preprint on Researchgate},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
2019
13. Zengeler, Nico; Arntz, Alexander; Keßler, Dustin; Grimm, Matthias; Qasem, Ziyaad; Jansen, Marc Björn; Eimler, Sabrina Cornelia; Handmann, Uwe
Person tracking in heavy industry environments with camera images Konferenzbeitrag
In: International Summit Smart City 360°, S. 324–336, 2019.
BibTeX | Schlagwörter:
@inproceedings{Zengeler2019,
title = {Person tracking in heavy industry environments with camera images},
author = {Nico Zengeler and Alexander Arntz and Dustin Keßler and Matthias Grimm and Ziyaad Qasem and Marc Björn Jansen and Sabrina Cornelia Eimler and Uwe Handmann},
year = {2019},
date = {2019-01-01},
booktitle = {International Summit Smart City 360°},
pages = {324--336},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
12. Zengeler, Nico; Grimm, Matthias; Borgmann, Colja; Jansen, Marc Björn; Eimler, Sabrina Cornelia; Handmann, Uwe
An Evaluation of Human Detection Methods on Camera Images in Heavy Industry Environments Konferenzbeitrag
In: 2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA), S. 205–210, 2019.
BibTeX | Schlagwörter:
@inproceedings{Zengeler2019a,
title = {An Evaluation of Human Detection Methods on Camera Images in Heavy Industry Environments},
author = {Nico Zengeler and Matthias Grimm and Colja Borgmann and Marc Björn Jansen and Sabrina Cornelia Eimler and Uwe Handmann},
year = {2019},
date = {2019-01-01},
booktitle = {2019 14th IEEE Conference on Industrial Electronics and Applications (ICIEA)},
pages = {205--210},
keywords = {},
pubstate = {published},
tppubtype = {inproceedings}
}
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