Christiane Plociennik

German Research Centre for Artificial Intelligence — Germany

Engineering · Physical Sciences

9h-index427citations38works2.52yr avg
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Research Topics

Digital Transformation in Industry(10), Flexible and Reconfigurable Manufacturing Systems(9), Sustainable Supply Chain Management(5), Recycling and Waste Management Techniques(5), Semantic Web and Ontologies(4)

Publications38 total

Artificial Intelligence and Circular Economy: An Exploration of the Ecological Infosphere
SPIRE - Sciences Po Institutional REpository·2025Open Access
Energy Efficiency Factors in Federated Learning: IID and Non-IID Considerations
2025
Context-Aware Worker Assistance System in Augmented Reality using Semantically Zoomable Digital Twin
2025
A Typology for Circular Economy Data
Circular Economy·2025· 1 citedOpen Access
Life Cycle Assessment of Artificial Intelligence Applications: Research Gaps and Opportunities
Procedia CIRP·2025· 3 citedOpen Access
Digital Product Passport enabled Quality Assessment in Dynamic Circular Supply Chain Networks
Procedia CIRP·2025Open Access
Generative Grasp Detection and Estimation with Concept Learning-Based Safety Criteria
Mechanisms and machine science·2025
An ODP-based Ontology for the Digital Product Passport
Procedia CIRP·2025· 1 citedOpen Access
Context-Aware Robotic Assistance for Workers Using Intention Recognition and Semantic Digital Twin
Lecture notes in computer science·2025· 1 cited
Pragmatic auditing: a pilot-driven approach for auditing Machine Learning systems
arXiv (Cornell University)·2024Open Access
Enhancing Object Detection Performance for Small Objects through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios
arXiv (Cornell University)·2024Open Access
Realizing Closed-Loop Supply Chain Networks based on Dataspaces and Manufacturing Marketplaces
IFAC-PapersOnLine·2024· 8 citedOpen Access
Ontology-Based Digital Twin Framework Using Contextual Affordances for Worker Assistance in Smart Factories
Lecture notes in information systems and organisation·2024· 1 cited
Connecting Producers and Recyclers: A Digital Product Passport Concept and Implementation Suitable for End-of-Life Management
Procedia CIRP·2024· 20 citedOpen Access
Enhancing Object Detection Performance for Small Objects Through Synthetic Data Generation and Proportional Class-Balancing Technique: A Comparative Study in Industrial Scenarios
Lecture notes in mechanical engineering·2024· 2 cited
Ontology-Based Digital Twin Framework for Smart Factories
Proceedings of the International Conference on Information Systems Development·2023· 5 cited
Object Detection for Human–Robot Interaction and Worker Assistance Systems
2023· 4 citedOpen Access
Recognising Worker Intentions by Assembly Step Prediction
2023· 7 cited
Am I in Good Shape? Flexible Way to Validate Asset Administration Shell Data Entry via Shapes Constraint Language
2023· 6 cited
A Multi-Stakeholder Digital Product Passport Based on the Asset Administration Shell
2023· 29 cited
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Frequent Co-authors

Martin Ruskowski(24), Snehal Walunj(10), Parsha Pahlevannejad(7), Ali Nazeri(5), Simon Bergweiler(5), Badarinath Katti(5), Hooman Tavakoli(5), Monireh Pourjafarian(4), Michael Schweitzer(4), Svenja Knetsch(3), Malte Vogelgesang(3), Mohammad Hossein Rimaz(3), Leonhard Kunz(3), Jibinraj Antony(3), Michael Sintek(3), Waldemar Windholz(2), Alice do Carmo Precci Lopes(2), Tabea Hagedorn(2), Wladislaw Benner(2), Liselotte Schebek(2)