Nermeen Abou Baker

Telefon: +49 208 88254 896
E-Mail:

Nermeen Abou Baker hat ihren B.Sc. in Telekommunikationsingenieurwesen am Higher Institute for Applied Science and Technology in Syrien und ihren M.Sc. in Computersicherheit an der University of Liverpool absolviert.

Seit Januar 2020 ist Nermeen als wissenschaftliche Mitarbeiterin am Institut für Informatik im Labor Neuroinformatik unter der Leitung von Professor Dr. Uwe Handmann im Rahmen des Prosperkolleg-Projekts tätig. Seit dem 15. Februar 2024 ist sie weiterhin im Projekt #digital.zirkulär.ruhr, wo sie KMUs beim Einsatz von Künstlicher Intelligenz für das Ressourcenmanagement und die Zielerreichung in der Circular Economy unterstützt.

In ihrer aktuellen Position nutzt Nermeen ihre früheren Forschungserfahrungen, um Aspekte der Digitalisierung bei der Förderung von Nachhaltigkeit im Circular Digital Economy Lab (CDEL) zu untersuchen. Außerdem unterstützt sie bei Hackathons im Rahmen der Zusammenarbeit mit HRW und der Babeș-Bolyai Universität in Cluj.

Nermeens Forschungsinteressen liegen hauptsächlich in den Bereichen Computer Vision und Sensortechnologien, mit besonderem Schwerpunkt auf der Entwicklung und Implementierung von Abfalltrennungsmechanismen zur Verbesserung von Recyclingsystemen. Ihr Ansatz besteht darin, Transfer-Learning-Methoden zu verwenden, um intelligentere und kosteneffektivere Lösungen zu entwickeln und gleichzeitig den Rechenaufwand für diese zu reduzieren. Diese Forschung trägt dazu bei, die Nachhaltigkeitsziele des Landes NRW im weiteren Sinne zu erreichen.

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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 motor behavior inverse kinematics Machine Learning man machine interaction man-machine systems man-machine-interaction manipulators mechanical structure modeling movement model object recognition operators gesture pervasive design robot manipulator control robotic assistant robots gripper sensory channels user modelling 
2023
10.
 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
9.
 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
8.
 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
7.
 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
2022
6.
 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}

}

Schließen
https://www.mdpi.com/2504-4990/4/1/2
doi:10.3390/make4010002
Schließen
5.
 Baker, Nermeen Abou;  Handmann, Uwe
An approach for smart and cost-efficient automated E-Waste recycling for small to medium-sized devices using multi-sensors Konferenz 
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}

}

Schließen
https://ieeexplore.ieee.org/document/9967195
doi:10.1109/SENSORS52175.2022.9967195
Schließen
4.
 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}

}

Schließen
https://www.esann.org/sites/default/files/proceedings/2022/ES2022-60.pdf
doi:10.14428/esann/2022.ES2022-60
Schließen
3.
 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}

}

Schließen
https://link.springer.com/chapter/10.1007/978-3-031-15919-0_57
doi:10.1007/978-3-031-15919-0_57
Schließen
2021
2.
 Baker, Nermeen Abou;  Szabo-Müller, Paul;  Handmann, Uwe
A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City Konferenz 
Science and Technologies for Smart Cities - 6th EAI International Conference, SmartCity360, Virtual Event, December 2-4, 2020, Proceedings, Springer Nature, Cham, Switzerland, 2021, ISBN: 978-3-030-76063-2, (Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, volume 372).
Links | BibTeX | Schlagwörter: 
@conference{Springer-BakSzaHan2021,

title = {A Feature-Fusion Transfer Learning Method as a Basis to Support Automated Smartphone Recycling in a Circular Smart City},

author = {Nermeen Abou Baker and Paul Szabo-Müller and Uwe Handmann},

url = {https://link.springer.com/chapter/10.1007/978-3-030-76063-2_29},

doi = {10.1007/978-3-030-76063-2},

isbn = {978-3-030-76063-2},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

booktitle = {Science and Technologies for Smart Cities - 6th EAI International Conference, SmartCity360, Virtual Event, December 2-4, 2020, Proceedings},

pages = {422-441},

publisher = {Springer Nature},

address = {Cham, Switzerland},

note = {Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, volume 372},

keywords = {},

pubstate = {published},

tppubtype = {conference}

}

Schließen
https://link.springer.com/chapter/10.1007/978-3-030-76063-2_29
doi:10.1007/978-3-030-76063-2
Schließen
1.
 Baker, Nermeen Abou;  Szabo-Müller, Paul;  Handmann, Uwe
Transfer learning-based method for automated e-waste recycling in smart cities Artikel 
In: EAI Endorsed Transactions on Smart Cities, Bd. 5, Nr. 16, S. 1-9, 2021.
Links | BibTeX | Schlagwörter: Artificial Intelligence, Automated E-Waste Recycling, Circular Economy, Smart Cities, transfer learning
@article{EAI-BakSzaHan2021,

title = {Transfer learning-based method for automated e-waste recycling in smart cities},

author = {Nermeen Abou Baker and Paul Szabo-Müller and Uwe Handmann},

url = {https://eudl.eu/pdf/10.4108/eai.16-4-2021.169337},

doi = {10.4108/eai.16-4-2021.169337},

year  = {2021},

date = {2021-01-01},

urldate = {2021-01-01},

journal = {EAI Endorsed Transactions on Smart Cities},

volume = {5},

number = {16},

pages = {1-9},

publisher = {EAI},

keywords = {Artificial Intelligence, Automated E-Waste Recycling, Circular Economy, Smart Cities, transfer learning},

pubstate = {published},

tppubtype = {article}

}

Schließen
https://eudl.eu/pdf/10.4108/eai.16-4-2021.169337
doi:10.4108/eai.16-4-2021.169337
Schließen

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