Nico Zengeler

Telefon: +49 208 88 254-816
E-Mail:

Nico Zengeler ist seit Dezember 2017 wissenschaftlicher Mitarbeiter am Institut Informatik der HRW. Er studierte IT-Sicherheit und Angewandte Informatik an der Ruhr Universität Bochum. Im Jahr 2015 absolvierte er dort den Bachelorabschluss, im Jahr 2017 den Masterbschluss mit einem Schwerpunkt in der Neuroinformatik. Zur Zeit promoviert er in einer Kooperation zwischen der Hochschule Ruhr West und der Ruhr Universität Bochum zum Thema Transferlernen.
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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anthropomorphic robot arm arm movement model artificial skin attractor dynamics approach Autonomous robotics BCI behavior generation direct physical interaction Dynamical systems force sensing grippers haptic interface human anatomy human operators intuition human perception inverse kinematics Machine Learning man machine interaction man-machine systems man-machine-interaction manipulators movement model object recognition operators gaze operators gesture robot manipulator control robot vision robotic assistant robots gripper sensory channels 
17 Einträge « ‹ 1 von 2 › » 
2022
17.
 Baker, Nermeen Abou;  Zengeler, Nico;  Handmann, Uwe
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification Artikel 
In: Machine Learning and Knowledge Extraction, Bd. 4, Nr. 1, S. 22–41, 2022, ISSN: 2504-4990.
Links | BibTeX | Schlagwörter: 
@article{MAKE-BakZenHan2022,

title = {A Transfer Learning Evaluation of Deep Neural Networks for Image Classification},

author = {Nermeen Abou Baker and Nico Zengeler and Uwe Handmann},

url = {https://www.mdpi.com/2504-4990/4/1/2},

doi = {10.3390/make4010002},

issn = {2504-4990},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

journal = {Machine Learning and Knowledge Extraction},

volume = {4},

number = {1},

pages = {22--41},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

Schließen
https://www.mdpi.com/2504-4990/4/1/2
doi:10.3390/make4010002
Schließen
16.
 Zengeler, Nico;  Glasmachers, Tobias;  Handmann, Uwe
Transfer Meta Learning Konferenz 
26TH International Conference on Pattern Recognition (ICPR 2022), Montreal, Canada, 2022.
Links | BibTeX | Schlagwörter: 
@conference{ICPR-ZenGlaHan2022,

title = {Transfer Meta Learning},

author = {Nico Zengeler and Tobias Glasmachers and Uwe Handmann},

url = {https://ieeexplore.ieee.org/document/9956622},

doi = {10.1109/ICPR56361.2022.9956622},

year  = {2022},

date = {2022-01-01},

urldate = {2022-01-01},

booktitle = {26TH International Conference on Pattern Recognition (ICPR 2022)},

pages = {4471-4478},

address = {Montreal, Canada},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Schließen
https://ieeexplore.ieee.org/document/9956622
doi:10.1109/ICPR56361.2022.9956622
Schließen
2021
15.
 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}

}

Schließen
https://www.mdpi.com/1911-8074/14/2/54
doi:10.3390/jrfm14020054
Schließen
14.
 Wafo, Franck;  Mabou, Ivan Cedric;  Heilmann, Dan;  Zengeler, Nico;  Handmann, Uwe
A Transfer Learning Evaluation of Deep Neural Networks Konferenz 
IEEE 16th Conference on Industrial Electronics and Applications (ICIEA), 2021.
Links | BibTeX | Schlagwörter: 
@conference{ICIEA-WafHanEtAl2021,

title = {A Transfer Learning Evaluation of Deep Neural Networks},

author = {Franck Wafo and Ivan Cedric Mabou and Dan Heilmann and Nico Zengeler and Uwe Handmann},

url = {https://ieeexplore.ieee.org/abstract/document/9516253},

doi = {10.1109/ICIEA51954.2021.9516253},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {IEEE 16th Conference on Industrial Electronics and Applications (ICIEA)},

pages = {1411-1416},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Schließen
https://ieeexplore.ieee.org/abstract/document/9516253
doi:10.1109/ICIEA51954.2021.9516253
Schließen
2020
13.
 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}

}

Schließen
https://www.mdpi.com/1911-8074/13/4/78
doi:10.3390/jrfm13040078
Schließen
12.
 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}

}

Schließen
https://www.researchgate.net/publication/344654400_Observation_Time_Effects_in_A[...]
Schließen
11.
 Arntz, Alexander;  Keßler, Dustin;  Borgert, Nele;  Zengeler, Nico;  Jansen, Marc;  Handmann, Uwe;  Eimler, Sabrina C.
Navigating a Heavy Industry Environment Using Augmented Reality - A Comparison of Two Indoor Navigation Designs Konferenz 
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 Jansen and Uwe Handmann and Sabrina C. 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},

urldate = {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}

}

Schließen
https://link.springer.com/chapter/10.1007/978-3-030-49698-2_1
doi:10.1007/978-3-030-49698-2_1
Schließen
2019
10.
 Zengeler, Nico;  Kopinski, Thomas;  Handmann, Uwe
Hand gesture recognition in automotive human--machine interaction using depth cameras Artikel 
In: Sensors, Bd. 19, Nr. 1, S. 59, 2019.
BibTeX | Schlagwörter: 
@article{Zengeler2019b,

title = {Hand gesture recognition in automotive human--machine interaction using depth cameras},

author = {Nico Zengeler and Thomas Kopinski and Uwe Handmann},

year  = {2019},

date = {2019-01-01},

journal = {Sensors},

volume = {19},

number = {1},

pages = {59},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

Schließen
9.
 Zengeler, Nico;  Handmann, Uwe;  Kopinski, Thomas
Hand Gesture Recognition in Automotive Human Machine Interaction Artikel 
In: Sensors, Bd. 19, Nr. 1;59, S. 1-28, 2019, ISSN: 1424-8220, (MDPI, Basel, Switzerland).
Links | BibTeX | Schlagwörter: 
@article{Zengeler2019c,

title = {Hand Gesture Recognition in Automotive Human Machine Interaction},

author = {Nico Zengeler and Uwe Handmann and Thomas Kopinski},

url = {https://www.mdpi.com/1424-8220/19/1/59},

doi = {10.3390/s19010059},

issn = {1424-8220},

year  = {2019},

date = {2019-01-01},

journal = {Sensors},

volume = {19},

number = {1;59},

pages = {1-28},

note = {MDPI, Basel, Switzerland},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

Schließen
https://www.mdpi.com/1424-8220/19/1/59
doi:10.3390/s19010059
Schließen
8.
 Hermsen, Klaus;  Eimler, Sabrina C.;  Arntz, Alexander;  Keßler, Dustin;  Jansen, Marc;  Qasem, Ziyaad;  Grimm, Matthias;  Zengeler, Nico;  Handmann, Uwe
Dynamic, Adaptive and Mobile System for Context-Based and Intelligent Support of Employees in the Steel Industry Konferenz 
4th ESTAD (European Steel Technology and Application Days), Düsseldorf, Germany, 2019.
Links | BibTeX | Schlagwörter: 
@conference{Hermsen2019a,

title = {Dynamic, Adaptive and Mobile System for Context-Based and Intelligent Support of Employees in the Steel Industry},

author = {Klaus Hermsen and Sabrina C. Eimler and Alexander Arntz and Dustin Keßler and Marc Jansen and Ziyaad Qasem and Matthias Grimm and Nico Zengeler and Uwe Handmann},

url = {https://www.metec-estad2019.com/files/190619_metec-estad_programmflyer_a5q_web-5.pdf},

year  = {2019},

date = {2019-01-01},

urldate = {2019-01-01},

booktitle = {4th ESTAD (European Steel Technology and Application Days)},

address = {Düsseldorf, Germany},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Schließen
https://www.metec-estad2019.com/files/190619_metec-estad_programmflyer_a5q_web-5[...]
Schließen
17 Einträge « ‹ 1 von 2 › »

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