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Nermeen Abou Baker

Observed names: Abou Baker, Nermeen, Baker, Nermeen Abou, Nermeen Baker
ORCID: 0000-0002-9683-5920
Observed ORCID: 0000-0002-9683-5920
OpenAlex ID: A5044579966
A Transfer Learning Evaluation of Deep Neural Networks for Image Classification
2022 · Nermeen Abou Baker, Nico Zengeler, et al. · Machine Learning and Knowledge Extraction · 84
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Transfer learning-based method for automated e-waste recycling in smart cities
2018 · Nermeen Baker, Paul Szabo-Müller, et al. · EAI Endorsed Transactions on Smart Cities · 38
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Parameter-Efficient Fine-Tuning of Large Pretrained Models for Instance Segmentation Tasks
2024 · Nermeen Abou Baker, David Rohrschneider, et al. · Machine Learning and Knowledge Extraction · 16
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A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City
2021 · Nermeen Abou Baker, Paul Szabo-Müller, et al. · Lecture notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering · 16
E-Waste Recycling Gets Smarter with Digitalization
2023 · Nermeen Abou Baker, Jonas Stehr, et al. · IEEE Conference on Technologies for Sustainability · 13
An Approach for Smart and cost-Efficient Automated E-Waste Recycling for Small to medium-Sized Devices Using multi-Sensors
2022 · Nermeen Abou Baker, Uwe Handmann · Proceedings of IEEE Sensors/Proceedings of IEEE Sensors ... · 11
Transfer Learning Approach Towards a Smarter Recycling
2022 · Nermeen Abou Baker, Jonas Stehr, et al. · Lecture notes in computer science · 8
Battery detection of XRay images using transfer learning
2022 · Nermeen Abou Baker, David Rohrschneider, et al. · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 7
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One size does not fit all in evaluating model selection scores for image classification
2024 · Nermeen Abou Baker, Uwe Handmann · Scientific Reports · 6
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Don’t waste SAM
2023 · Nermeen Abou Baker, Uwe Handmann · European Symposium on Artificial Neural Networks, Computational Intelligence and Machine Learning (ESANN) · 6
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Double Transfer Learning to Detect Lithium-Ion Batteries on X-Ray Images
2023 · David Rohrschneider, Nermeen Abou Baker, et al. · Lecture notes in computer science · 2
ClimateCV: The Potential of Computer Vision Applications in Climate Change Mitigation and Adaptation
2026 · Nermeen Abou Baker, Uwe Handmann · IEEE Conference on Technologies for Sustainability · 1
The Hidden Price Tag behind LLMs and Their Environmental Cost
2026 · Nermeen Abou Baker, Uwe Handmann · International Conference on Pattern Recognition Applications and Methods · 1
Rethinking Model Selection Beyond ImageNet Accuracy for Waste Classification
2025 · Nermeen Baker, Uwe Handmann · International Conference on Pattern Recognition Applications and Methods · 1
Parameter-Efficient Adaptation of SAM3 for Remote Sensing Segmentation Beyond Single-Domain Prompting
2026 · Nermeen Abou Baker · Lecture notes in computer science
Enhancing Generative Information Extraction with Two-step Validation: A Product Attribute Use Case
2026 · Hsu, Yi-Sheng, Baker, Nermeen Abou, et al. · arXiv (Cornell University)
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ImageNet Accuracy and Model Popularity Don’t Always Select the Best Pretrained Model for Transfer Learning
2026 · Nermeen Abou Baker, Uwe Handmann · Lecture notes in computer science
Plant Control for Fully Automated AI-Driven Product Type Recognition
2024 · Finn Handmann, Nermeen Abou Baker, et al. · IEEE Conference on Industrial Electronics and Applications (ICIEA)
KI-basierte Unterstützung beim automatisierten Elektroschrott-Recycling
2024 · Nermeen Abou Baker, Uwe Handmann · Sustainable Development Goals (SDG) - Umsetzung in Praxis, Lehre und Entscheidungsprozessen
Works count: 21
Citation count: 210
H-index: 7
I10-index: 6
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