.. Experte in den Bereichen Digitalisierung und künstliche Intelligenz (KI).
Hauptseite Veröffentlichungen Berichte Vorträge Projekte zdi Zentren Herausgeber cv
- Prof. Dr.-Ing. Uwe Handmann ist Professor für Neuroinformatik an der Hochschule Ruhr West – University of Applied Sciences (HRW).
- Er leitet das Institut Informatik.
- Er ist Dekan des Fachbereich 1.
- Prof. Dr.-Ing. Uwe Handmann ist wissenschaftlicher Leiter von:
- Prof. Dr.-Ing. Uwe Handmann ist Gastprofessor an der Babeș-Bolyai-Universiät Cluj,
- Prof. Dr.-Ing. Uwe Handmann ist Mitglied bei:
- Fachgruppe Informatik und Data Science am Promotionskolleg NRW,
- Institut Positive Computing der HRW.
- Prosperkolleg e.V.
- Prof. Dr.-Ing. Uwe Handmann ist Experte/Sachverständiger in den Fachgebieten:
- Künstliche Intelligenz, Sensordatenfusion,
- Digitalisierung, Mensch-Computer-Interaktion,
- Bildverarbeitung, Mustererkennung,
- Zerstörungsfreie Prüfung, Prädiktive Wartung,
- Intelligente Fahrzeuge, Autonomes Fahren,
- Biometrische Systeme, Sicherheitstechnik,
- circular economy.
- Prof. Dr.-Ing. Uwe Handmann hat zahlreiche Forschungsprojekte durchgeführt und die Ergebnisse auf Konferenzen und in Fachzeitschriften veröffentlicht,
- Prof. Dr.-Ing. Uwe Handmann wurde berufen in:
- Beirat ‘Umbau 21’ in Nordrhein Westfalen in 2017,
- zdi Strategiekreis in Nordrhein Westfalen in 2018,
- Beiratsmitglied des „Runden Tisches Zirkuläre Wertschöpfung“ in NRW,
- Begleitausschuss des Europäischen Fonds für regionale Entwicklung 2021-2027 (EFRE) in Nordrhein Westfalen.
- Prof. Dr.-Ing. Uwe Handmann ist Vorsitzender des Vereins Prosperkolleg e.V.
ARBEITS- UND FORSCHUNGSSCHWERPUNKTE
-
- Künstliche Intelligenz, Sensordatenfusion,
- Digitalisierung, Mensch-Computer-Interaktion,
- Bildverarbeitung, Mustererkennung,
- Zerstörungsfreie Prüfung, Prädiktive Wartung,
- Intelligente Fahrzeuge, Autonomes Fahren,
- Biometrische Systeme, Sicherheitstechnik,
- Digital Circular Economy.
WISSENSCHAFTLICHE EINRICHTUNGEN
- Labor Neuroinformatik
- Technikum (Informatik)
- Circular Digital Economy Lab
- Zdi-Zentren Bottrop und Oberhausen
LEHRVERANSTALTUNGEN
- Kompetenzentwicklung
- Neuroinformatik
- Bildverarbeitung
- Computer Vision (Master)
- Maschinelles Lernen (Master)
Auswahl an Projekten zu künstliche Intelligenz/ Digitalisierung
- Transformation zur Circular Economy – Kleine und mittlere Unternehmen im Wandel begleiten
- A transfer learning evaluation of deep neural networks for image classification
- Transfer Meta Learning
- Battery detection of xray images using transfer learning
- A feature-fusion transfer learning method as a basis to support automated smartphone recycling in a circular smart city
- An image processing system for driver assistance
- Applying step heating thermography to wind turbine rotor blades as a non-destructive testing method
- Hand Gesture Recognition in Automotive Human–Machine Interaction Using Depth Cameras
- EVOLUTIONARY MULTI-OBJECTIVE OPTIMIZATION OF NEURAL NETWORKS FOR FACE DETECTION
- Mikrokontroller Einsatz im Untericht
- Implementierung und erste Effekte Smartphone-unterstützter körperlich-kognitiver Aktivitäten im Wohnquartier zur Förderung der sozialen Teilhabe älterer Menschen
- Navigating a Heavy Industry Environment Using Augmented Reality – A Comparison of Two Indoor Navigation Designs
- Contracts for Difference: A Reinforcement Learning Approach
- Dokumentation – Körber-Dialog MINT-Regionen
- Face Detection and Person Identification on Mobile Platforms
- Attention and Emotion Based Adaption of Dialog Systems
WISSENSCHAFTLICHE MITARBEITER:INNEN
Michael Schellenbach
Büro: 01.218 (Campus Bottrop)
Nermeen Abou Baker
Büro: Campus Bottrop
Paul Szabo-Müller
Büro: Campus Prosper III BOT
David Rohrschneider
Büro: Campus Bottrop
Inga Diehl
Büro: Campus Bottrop
Dr. Laura Mathiaszyk
Büro: Campus Bottrop
Lena Hagenauer
Büro: Campus Bottrop
MITARBEITER:INNEN
Dr. Kerstin Dangel
Büro: zdi Bottrop
Insa Larson
Büro: zdi Oberhausen
Jiny Matty-Borlinghaus
Büro: zdi Oberhausen
Stefan Werntges
Büro: zdi Oberhausen LAB4U
Frauke Schreyer
Büro: Campus Parkstadt MH
Kinga Zyzniewski
Büro: Campus Prosper III BOT
Chantal Böhning
Büro: Campus Parkstadt MH
Annette Wolf
Büro: zdi Bottrop
AUSGEWÄHLTE PUBLIKATIONEN
2022
219.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}
}
2021
218.Larson, I.; Schwermer, K.; Handmann, Uwe
Digital4u: Finde deinen Traumberuf! Artikel
In: Schulwelt NRW, 2021, ISSN: 2626-823X.
BibTeX | Schlagwörter:
@article{SchulWeltNRW2021,
title = {Digital4u: Finde deinen Traumberuf!},
author = {I. Larson and K. Schwermer and Uwe Handmann},
issn = {2626-823X},
year = {2021},
date = {2021-09-01},
urldate = {2021-09-01},
journal = {Schulwelt NRW},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
217.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}
}
216.Baker, Nermeen Abou; Szabo-Müller, Paul; Handmann, Uwe
Science and Technologies for Smart Cities - 6th EAI International Conference, SmartCity360, Virtual Event, December 2-4, 2020, Proceedings, Springer Nature, Cham, Switzerland, 2021, ISBN: 978-3-030-76063-2, (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, volume 372).
Links | BibTeX | Schlagwörter:
@conference{Springer-BakSzaHan2021,
title = {A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City},
author = {Nermeen Abou Baker and Paul Szabo-Müller and Uwe Handmann},
url = {https://link.springer.com/chapter/10.1007/978-3-030-76063-2_29},
doi = {10.1007/978-3-030-76063-2},
isbn = {978-3-030-76063-2},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
booktitle = {Science and Technologies for Smart Cities - 6th EAI International Conference, SmartCity360, Virtual Event, December 2-4, 2020, Proceedings},
pages = {422-441},
publisher = {Springer Nature},
address = {Cham, Switzerland},
note = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, volume 372},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
215.Baker, Nermeen Abou; Szabo-Müller, Paul; Handmann, Uwe
Transfer learning-based method for automated e-waste recycling in smart cities Artikel
In: EAI Endorsed Transactions on Smart Cities, Bd. 5, Nr. 16, S. 1-9, 2021.
Links | BibTeX | Schlagwörter: Artificial Intelligence, Automated E-Waste Recycling, Circular Economy, Smart Cities, transfer learning
@article{EAI-BakSzaHan2021,
title = {Transfer learning-based method for automated e-waste recycling in smart cities},
author = {Nermeen Abou Baker and Paul Szabo-Müller and Uwe Handmann},
url = {https://eudl.eu/pdf/10.4108/eai.16-4-2021.169337},
doi = {10.4108/eai.16-4-2021.169337},
year = {2021},
date = {2021-01-01},
urldate = {2021-01-01},
journal = {EAI Endorsed Transactions on Smart Cities},
volume = {5},
number = {16},
pages = {1-9},
publisher = {EAI},
keywords = {Artificial Intelligence, Automated E-Waste Recycling, Circular Economy, Smart Cities, transfer learning},
pubstate = {published},
tppubtype = {article}
}
214.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}
}
2020
213.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}
}
212.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}
}
211.Arntz, Alexander; Keßler, Dustin; Borgert, Nele; Zengeler, Nico; Jansen, Marc; Handmann, Uwe; Eimler, Sabrina C.
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}
}
2019
210.Tatarek, Thorsten; Lingenauber, Niklas; Thomas, Jan; Kronenberger, Jan; Handmann, Uwe
Autonomes Fahren in Baustellen am Beispiel zweier moderner Fahrzeuge Artikel
In: Nr. internal report 19-01, 2019, ISSN: 2197-6953.
Links | BibTeX | Schlagwörter:
@article{Tatarek2019,
title = {Autonomes Fahren in Baustellen am Beispiel zweier moderner Fahrzeuge},
author = {Thorsten Tatarek and Niklas Lingenauber and Jan Thomas and Jan Kronenberger and Uwe Handmann},
url = {https://epflicht.ulb.uni-muenster.de/content/titleinfo/615892},
issn = {2197-6953},
year = {2019},
date = {2019-03-01},
number = {internal report 19-01},
address = {Bottrop, Germany},
school = {Institut Informatik, Hochschule Ruhr West},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
RESEARCHGATE PROFIL
GOOGLE SCHOLAR PROFIL
Eigene Website: https://www.handmann.net/index.html
Paul Szabo-Müller
Büro: Campus Prosper III BOT
Dr. Laura Mathiaszyk
Büro: Campus Bottrop