.. 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
2024
229.Büttner, Sabine; Handmann, Uwe; Irrek, Wolfgang
Transformation zur Circular Economy - Kleine und mittlere Unternehmen im Wandel begleiten Buch
Springer, 2024, (in print).
Links | BibTeX | Schlagwörter:
@book{CE-IrrHanBue2024,
title = {Transformation zur Circular Economy - Kleine und mittlere Unternehmen im Wandel begleiten},
author = {Sabine Büttner and Uwe Handmann and Wolfgang Irrek},
editor = {Sabine Büttner and Uwe Handmann and Wolfgang Irrek},
url = {https://link.springer.com/book/9783658433376},
year = {2024},
date = {2024-01-01},
urldate = {2024-01-01},
publisher = {Springer},
note = {in print},
keywords = {},
pubstate = {published},
tppubtype = {book}
}
2023
228.Irrek, Wolfgang; Handmann, Uwe
Sauber getrennt ist halb verwertet - Recycling mittels KI Artikel
In: IM+io Best & Next Practices aus Digitalisierung, Management, Wissenschaft, Bd. 2023, Nr. 01, S. 26-29, 2023, ISSN: 1616-1017.
Links | BibTeX | Schlagwörter:
@article{IMio-IrrHan2023,
title = {Sauber getrennt ist halb verwertet - Recycling mittels KI},
author = {Wolfgang Irrek and Uwe Handmann},
url = {https://www.im-io.de/wegeausdemmangel/sauber-getrennt-ist-halb-verwertet/},
issn = {1616-1017},
year = {2023},
date = {2023-03-01},
urldate = {2023-03-01},
journal = {IM+io Best & Next Practices aus Digitalisierung, Management, Wissenschaft},
volume = {2023},
number = {01},
pages = {26-29},
keywords = {},
pubstate = {published},
tppubtype = {article}
}
227.Handmann, Uwe; Baker, Nermeen Abou
Digitalization & Circular Economy (Poster) Konferenz
HRW, 2023.
BibTeX | Schlagwörter:
@conference{HN-NRW-HanBak2023,
title = {Digitalization & Circular Economy (Poster)},
author = {Uwe Handmann and Nermeen Abou Baker},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {HRW},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
226.Baker, Nermeen Abou; Handmann, Uwe
Don't waste SAM Konferenz
The 31th European Symposium on Artificial Neural Networks (ESANN 2023), Bruges, Belgium, 2023.
Links | BibTeX | Schlagwörter:
@conference{ESANN-BakHan2023,
title = {Don't waste SAM},
author = {Nermeen Abou Baker and Uwe Handmann},
url = {https://www.esann.org/sites/default/files/proceedings/2023/ES2023-116.pdf},
doi = {10.14428/esann/2023.ES2023-116},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {The 31th European Symposium on Artificial Neural Networks (ESANN 2023)},
pages = {429-434},
address = {Bruges, Belgium},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
225.Rohrschneider, David; Baker, Nermeen Abou; Handmann, Uwe
Double Transfer Learning to detect Lithium-Ion batteries on X-Ray images Konferenz
17th International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal, June 19 - 21, 2023, Proceedings, Part I, Bd. 14134, Lecture Notes in Computer Science (LNCS) Springer Nature, Switzerland, 2023.
Links | BibTeX | Schlagwörter:
@conference{IWANN-RohBakHan2023,
title = {Double Transfer Learning to detect Lithium-Ion batteries on X-Ray images},
author = {David Rohrschneider and Nermeen Abou Baker and Uwe Handmann},
url = {https://link.springer.com/chapter/10.1007/978-3-031-43085-5_14},
doi = {10.1007/978-3-031-43085-5_14},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {17th International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal, June 19 - 21, 2023, Proceedings, Part I},
volume = {14134},
pages = {175-188},
address = {Springer Nature, Switzerland},
series = {Lecture Notes in Computer Science (LNCS)},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
224.Baker, Nermeen Abou; Handmann, Uwe
E-Waste Recycling Gets Smarter with Digitalization Konferenz
10th IEEE Conference on Technologies for Sustainability (SUSTECH 2023), IEEE, Portland, Oregon USA, 2023.
BibTeX | Schlagwörter:
@conference{SUSTECH-BakHan2023,
title = {E-Waste Recycling Gets Smarter with Digitalization},
author = {Nermeen Abou Baker and Uwe Handmann},
year = {2023},
date = {2023-01-01},
urldate = {2023-01-01},
booktitle = {10th IEEE Conference on Technologies for Sustainability (SUSTECH 2023)},
publisher = {IEEE},
address = {Portland, Oregon USA},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
2022
223.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}
}
222.Baker, Nermeen Abou; Handmann, Uwe
IEEE Sensors 2022, Dallas, Texas, USA, 2022.
Links | BibTeX | Schlagwörter:
@conference{Sensors-BakHan2022,
title = {An approach for smart and cost-efficient automated E-Waste recycling for small to medium-sized devices using multi-sensors},
author = {Nermeen Abou Baker and Uwe Handmann},
url = {https://ieeexplore.ieee.org/document/9967195},
doi = {10.1109/SENSORS52175.2022.9967195},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {IEEE Sensors 2022},
address = {Dallas, Texas, USA},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
221.Baker, Nermeen Abou; Rohrschneider, David; Handmann, Uwe
Battery detection of XRay images using transfer learning Konferenz
The 30th European Symposium on Artificial Neural Networks (ESANN 2022), Bruges, Belgium, 2022.
Links | BibTeX | Schlagwörter:
@conference{ESANN-BakRohHan2022,
title = {Battery detection of XRay images using transfer learning},
author = {Nermeen Abou Baker and David Rohrschneider and Uwe Handmann},
url = {https://www.esann.org/sites/default/files/proceedings/2022/ES2022-60.pdf},
doi = {10.14428/esann/2022.ES2022-60},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {The 30th European Symposium on Artificial Neural Networks (ESANN 2022)},
pages = {241-246},
address = {Bruges, Belgium},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
220.Baker, Nermeen Abou; Stehr, Jonas; Handmann, Uwe
Transfer Learning Approach towards a Smarter Recycling Konferenz
31st International Conference on Artificial Neural Networks (ICANN 2022), Bristol, UK. Artificial Neural Networks and Machine Learning. Lecture Notes in Computer Science, vol 13529, Springer, Cham, 2022.
Links | BibTeX | Schlagwörter:
@conference{ICANN-BakSteHan2022,
title = {Transfer Learning Approach towards a Smarter Recycling},
author = {Nermeen Abou Baker and Jonas Stehr and Uwe Handmann},
url = {https://link.springer.com/chapter/10.1007/978-3-031-15919-0_57},
doi = {10.1007/978-3-031-15919-0_57},
year = {2022},
date = {2022-01-01},
urldate = {2022-01-01},
booktitle = {31st International Conference on Artificial Neural Networks (ICANN 2022), Bristol, UK. Artificial Neural Networks and Machine Learning. Lecture Notes in Computer Science, vol 13529},
pages = {685--696},
address = {Springer, Cham},
keywords = {},
pubstate = {published},
tppubtype = {conference}
}
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