Publikationen

Nermeen Abou Baker and Uwe Handmann. Don’t waste SAM. In The 31th European Symposium on Artificial Neural Networks (ESANN 2023) proceedings, pages 429–434, Bruges, Belgium, 2023, https://doi.org/10.14428/esann/2023.ES2023-116

David Rohrschneider, Nermeen Abou Baker, and Uwe Handmann. Double transfer learning to detect lithium-ion batteries on x-ray images. In 17th International Work-Conference on Artificial Neural Networks (IWANN 2023), Ponta Delgada, Portugal, June 19 – 21, 2023, Proceedings, Part I, Lecture Notes in Computer Science, vol 14134, pages 175–188, Springer Nature, Switzerland, 2023, http://doi.org/10.1007/978-3-031-43085-5_14

Wolfgang Irrek and Uwe Handmann. Sauber getrennt ist halb verwertet – Recycling mittels KI. IM+io Best & Next Practices aus Digitalisierung, Management, Wissenschaft, 2023(01):26–29, March 2023, https://www.im-io.de/wegeausdemmangel/sauber-getrennt-ist-halb-verwertet

Mike Duddek und Saulo H. Freitas Seabra da Rocha (2023): Robotized Pre-recycling for Improved Material Recovery. In: Leal Filho, W., Azul, A.M., Doni, F., Salvia, A.L. (Hrsg.): Handbook of Sustainability Science in the Future. Springer, Cham., https://doi.org/10.1007/978-3-031-04560-8_71

Nermeen Abou Baker, Jonas Stehr und Uwe Handmann (2023): E-Waste Recycling Gets Smarter with Digitalization, 2023 IEEE Conference on Technologies for Sustainability (SusTech), Portland, OR, USA, 2023, S. 205-209, https://doi.org/10.1109/SusTech57309.2023.10129536.

Mike Duddek, Lisa Freein von Rössing und Saulo H. Freitas Seabra da Rocha (2022): X-ray Based Robotic E-Waste Fractionation for Improved Material Recovery. In: Mater Circ Econ 5, 1 (2023), https://doi.org/10.1007/s42824-022-00072-4

Nermeen Abou Baker, David Rohrschneider und Uwe Handmann (2022): Battery detection of xray images using transfer learning. In: The 30th European Symposium on Artificial Neural Networks (ESANN 2022), Bruges, https://www.esann.org/sites/default/files/proceedings/2022/ES2022-60.pdf

Nermeen Abou Baker und Uwe Handmann (2022): An approach for smart and cost-efficient automated E-Waste recycling for small to medium-sized devices using multi-sensors. In: IEEE Sensors 2022, Dallas, Texas, USA, doi: 10.1109/SENSORS52175.2022.9967195

Fabio Pietryga, Mike Duddek und Saulo H. Freitas Seabra da Rocha (2022): LiDAR-Based Orientation Monitoring of an Unknown Object During Manipulation with an Industrial Robot. 7th International Conference on Robotics and Automation Engineering (ICRAE), Singapore, 2022, S. 254-258, doi: 10.1109/ICRAE56463.2022.10054619

Friederike von Unruh, Paul Szabó-Müller und Svenja Grauel (2022): Using Agile Management (Scrum) for Sustainability Transformation Projects. In: Leal Filho, W., Azul, A.M., Doni, F., Salvia, A.L. (eds) Handbook of Sustainability Science in the Future. Springer, Cham., https://doi.org/10.1007/978-3-030-68074-9_63-1

Nermeen Abou Baker, Jonas Stehr, Uwe Handmann (2022): Transfer Learning Approach Towards a Smarter Recycling. In: Pimenidis, E., Angelov, P., Jayne, C., Papaleonidas, A., Aydin, M. (eds) Artificial Neural Networks and Machine Learning – ICANN 2022. ICANN 2022. Lecture Notes in Computer Science, vol 13529. Springer, Cham. https://doi.org/10.1007/978-3-031-15919-0_57

Carina Hermandi, Mast, Julian, Irrek, Wolfgang (2022): Similarities and differences between energy efficiency and circularity approaches in industrial transition processes targeting manufacturing SME, 9-238-22, eceee 2022 Summer Study proceedings. Agents of Change. ISSN: 2001-7960 (online). ISBN: 978-91-983878-9-3 (online)

Alexa Böckel, Jan Quaing, Ilka Weissbrod & Julia Böhm (Hrsg.) (2022): Mythen der Circular Economy, https://www.mythencirculareconomy.com/ [Beitragende aus dem Prosperkolleg: Julia Böhm, Prof. Dr. Wolfgang Irrek, Julian Mast, , Paul Szabo-Müller, Friederike von Unruh]

Nermeen Abou Baker, Nico Zengeler, Uwe Handmann (2022): A Transfer Learning Evaluation of Deep Neural Networks for Image Classification, Mach. Learn. Knowl. Extr. 2022, 4, 22-41, https://doi.org/10.3390/make4010002

Mike Duddek, Saulo H. Freitas Seabra da Rocha (2022): Robotized Pre-recycling for Improved Material Recovery. In: Leal Filho W., Azul A.M., Doni F., Salvia A.L. (eds) Handbook of Sustainability Science in the Future. Springer, Cham., https://doi.org/10.1007/978-3-030-68074-9_71-1

Wolfgang Irrek, Carina Hermandi, Julian Mast, Mike Duddek, Manuel Grundmann, Stefan Alscher (2021): Circular Economy Management – Wertschöpfung in Kreisläufen denken. In: Factory Innovation 1 (2021), https://doi.org/10.30844/FI21-1_20-25

Nermeen Abou Baker, Paul Szabo-Müller, Uwe Handmann (2021): Transfer learning-based method for automated e-waste recycling in smart cities, https://doi.org/10.4108/eai.16-4-2021.169337

Nermeen Abou Baker, Paul Szabo-Müller, Uwe Handmann (2021): A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City, https://doi.org/10.1007/978-3-030-76063-2_29