Nermeen Abou Baker

According to our database, Nermeen Abou Baker authored at least 10 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of six.
• Erdős number of five.

2026

The Hidden Price Tag behind LLMs and Their Environmental Cost.

Nermeen Abou Baker, Uwe Handmann

Proceedings of the 15th International Conference on Pattern Recognition Applications and Methods, 2026

2025

Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification.

Nermeen Abou Baker, Uwe Handmann

Proceedings of the 14th International Conference on Pattern Recognition Applications and Methods, 2025

2024

Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks.

Nermeen Abou Baker, David Rohrschneider, Uwe Handmann

Mach. Learn. Knowl. Extr., 2024

2023

Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray Images.

David Rohrschneider, Nermeen Abou Baker, Uwe Handmann

Proceedings of the Advances in Computational Intelligence, 2023

Don't waste SAM.

Nermeen Abou Baker, Uwe Handmann

Proceedings of the 31st European Symposium on Artificial Neural Networks, 2023

2022

A Transfer Learning Evaluation of Deep Neural Networks for Image Classification.

Nermeen Abou Baker, Nico Zengeler, Uwe Handmann

Mach. Learn. Knowl. Extr., 2022

An Approach for Smart and cost-Efficient Automated E-Waste Recycling for Small to medium-Sized Devices Using multi-Sensors.

Nermeen Abou Baker, Uwe Handmann

Proceedings of the 2022 IEEE Sensors, Dallas, TX, USA, October 30 - Nov. 2, 2022, 2022

Transfer Learning Approach Towards a Smarter Recycling.

Nermeen Abou Baker, Jonas Stehr, Uwe Handmann

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

Battery detection of XRay images using transfer learning.

Nermeen Abou Baker, David Rohrschneider, Uwe Handmann

Proceedings of the 30th European Symposium on Artificial Neural Networks, 2022

2020

A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City.

Nermeen Abou Baker, Paul Szabo-Müller, Uwe Handmann

Proceedings of the Science and Technologies for Smart Cities, 2020