Prof. Dr.-Ing. Uwe Handmann

Büro: 01.202
Labor: 04.104
Telefon: +49 208 88254-802
E-Mail:

0000-0003-1230-9446

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.. 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,
- twin transition Digitalisierung und 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:
- 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,
- Beirat ‚Umbau 21‘ in Nordrhein Westfalen von 2017 bis 2024.
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

- Einführung in akademisches Arbeiten
- Neuroinformatik
- Bildverarbeitung
- Computer Vision (Master)
- Maschinelles Lernen (Master)

Auswahl an Projekten zu künstliche Intelligenz/ Digitalisierung

WISSENSCHAFTLICHE MITARBEITER:INNEN

MITARBEITER:INNEN

AUSGEWÄHLTE PUBLIKATIONEN

anthropomorphic robot arm arm movement model artificial skin attractor dynamics approach Autonomous robotics BCI behavior generation direct physical interaction Dynamical systems EEG grippers haptic interface human anatomy human perception inverse kinematics Machine Learning man machine interaction man-machine systems man-machine-interaction manipulators movement model object recognition operators gaze operators gesture pervasive design Reinforcement learning robot manipulator control robotic assistant robots gripper sensory channels 
233 Einträge « ‹ 1 von 24 › » 
2025
233.
 Baker, Nermeen Abou;  Handmann, Uwe
Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification Konferenz 
International Conference on Pattern Recognition Applications and Methods (ICPRAM 2025), Porto, Portugal, 2025.
Links | BibTeX | Schlagwörter: 
@conference{ICPRAM-BakHan2025,

title = {Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification},

author = {Nermeen Abou Baker and Uwe Handmann},

url = {https://icpram.scitevents.org/},

year  = {2025},

date = {2025-02-01},

booktitle = {International Conference on Pattern Recognition Applications and Methods (ICPRAM 2025)},

address = {Porto, Portugal},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Schließen
https://icpram.scitevents.org/
Schließen
2024
232.
 Baker, Nermeen Abou;  Handmann, Uwe
One size does not fit all: Benchmarking modelselection scores for image classification Artikel 
In: Scientific Reports (Sci Rep), Bd. 14, Nr. 30239, 2024, ISSN: 2045-2322.
Links | BibTeX | Schlagwörter: 
@article{SciRep-BakHan2024,

title = {One size does not fit all: Benchmarking modelselection scores for image classification},

author = {Nermeen Abou Baker and Uwe Handmann},

url = {https://www.nature.com/articles/s41598-024-81752-w},

doi = {10.1038/s41598-024-81752-w},

issn = {2045-2322},

year  = {2024},

date = {2024-12-01},

urldate = {2024-12-01},

journal = {Scientific Reports (Sci Rep)},

volume = {14},

number = {30239},

publisher = {Nature},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

Schließen
https://www.nature.com/articles/s41598-024-81752-w
doi:10.1038/s41598-024-81752-w
Schließen
231.
 Baker, Nermeen Abou;  Rohrschneider, David;  Handmann, Uwe
Parameter-efficient fine-tuning of large pretrained models for instance segmentation tasks Artikel 
In: Machine Learning and Knowledge Extraction, Bd. 6, Nr. 4, S. 2783–2807, 2024, ISSN: 2504-4990.
Links | BibTeX | Schlagwörter: 
@article{MAKE-BakRohHan2024,

title = {Parameter-efficient fine-tuning of large pretrained models for instance segmentation tasks},

author = {Nermeen Abou Baker and David Rohrschneider and Uwe Handmann},

url = {https://www.mdpi.com/2504-4990/6/4/133},

doi = {10.3390/make6040133},

issn = {2504-4990},

year  = {2024},

date = {2024-12-01},

urldate = {2024-12-01},

journal = {Machine Learning and Knowledge Extraction},

volume = {6},

number = {4},

pages = {2783–2807},

keywords = {},

pubstate = {published},

tppubtype = {article}

}

Schließen
https://www.mdpi.com/2504-4990/6/4/133
doi:10.3390/make6040133
Schließen
230.
 Büttner, Sabine;  Handmann, Uwe;  Irrek, Wolfgang
Transformation zur Circular Economy - Kleine und mittlere Unternehmen im Wandel begleiten Buch 
Springer, 2024.
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},

keywords = {},

pubstate = {published},

tppubtype = {book}

}

Schließen
https://link.springer.com/book/9783658433376
Schließen
229.
 Handmann, Finn;  Baker, Nermeen Abou;  Handmann, Uwe
Plant Control for Fully Automated AI-Driven Product Type Recognition Konferenz 
19th IEEE Conference on Industrial Electronics and Applications (ICIEA 2024), IEEE, Kristiansand, Norway, 2024.
Links | BibTeX | Schlagwörter: 
@conference{ICIEA-FHBakHan2024,

title = {Plant Control for Fully Automated AI-Driven Product Type Recognition},

author = {Finn Handmann and Nermeen Abou Baker and Uwe Handmann},

url = {https://ieeexplore.ieee.org/abstract/document/10664983},

doi = {10.1109/ICIEA61579.2024.10664983},

year  = {2024},

date = {2024-01-01},

booktitle = {19th IEEE Conference on Industrial Electronics and Applications (ICIEA 2024)},

publisher = {IEEE},

address = {Kristiansand, Norway},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Schließen
https://ieeexplore.ieee.org/abstract/document/10664983
doi:10.1109/ICIEA61579.2024.10664983
Schließen
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}

}

Schließen
https://www.im-io.de/wegeausdemmangel/sauber-getrennt-ist-halb-verwertet/
Schließen
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}

}

Schließen
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}

}

Schließen
https://www.esann.org/sites/default/files/proceedings/2023/ES2023-116.pdf
doi:10.14428/esann/2023.ES2023-116
Schließen
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}

}

Schließen
https://link.springer.com/chapter/10.1007/978-3-031-43085-5_14
doi:10.1007/978-3-031-43085-5_14
Schließen
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}

}

Schließen
233 Einträge « ‹ 1 von 24 › »

RESEARCHGATE PROFIL

GOOGLE SCHOLAR PROFIL

Eigene Website: https://www.handmann.net/index.html

ARBEITS- UND FORSCHUNGSSCHWERPUNKTE

WISSENSCHAFTLICHE EINRICHTUNGEN

LEHRVERANSTALTUNGEN

Auswahl an Projekten zu künstliche Intelligenz/ Digitalisierung

WISSENSCHAFTLICHE MITARBEITER:INNEN

Michael Schellenbach

Nermeen Abou Baker

Paul Szabo-Müller

David Rohrschneider

Inga Diehl

Dr. Laura Mathiaszyk

Lena Hagenauer

MITARBEITER:INNEN

Dr. Kerstin Dangel

Insa Larson

Jiny Matty-Borlinghaus

Stefan Werntges

Frauke Schreyer

Kinga Zyzniewski

Chantal Böhning

Annette Wolf

Lisa Lindemann

AUSGEWÄHLTE PUBLIKATIONEN

2025

2024

2023

RESEARCHGATE PROFIL

GOOGLE SCHOLAR PROFIL

Paul Szabo-Müller

Dr. Laura Mathiaszyk