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Digital image processing with deep learning for automated cutting tool wear detection
2020 Procedia Manufacturing article Computer Science Advanced Neural Network Applications Open access cited by 2 patents

Thomas Bergs, Carsten Holst, Pranjul Gupta, Thorsten Augspurger

172

citations
Automated machine learning for predictive quality in production
2020 Procedia CIRP article Computer Science Machine Learning and Data Classification Open access

Jonathan Krauß, Bruno Machado Pacheco, Hanno Maximilian Zang, Robert Heinrich Schmitt

60

citations
Prototype of 5G Integrated with TSN for Edge-Controlled Mobile Robotics
2022 Electronics article Computer Science Network Time Synchronization Technologies Open access

Pierre Kehl, Junaid Ansari, Joachim Sachs, Niels König, Amon Göppert, Robert Heinrich Schmitt

58

citations
Potential of Homomorphic Encryption for Cloud Computing Use Cases in Manufacturing
2023 Journal of Cybersecurity and Privacy article Computer Science Cryptography and Data Security Open access

Raphael Kiesel, Marvin Lakatsch, Alexander Mann, Karl Lossie, Felix Sohnius, Robert Heinrich Schmitt

21

citations
On the importance of domain expertise in feature engineering for predictive product quality in production
2023 Procedia CIRP article Computer Science Time Series Analysis and Forecasting Open access

Hendrik Mende, Maik Frye, Paul-Alexander Vogel, Saksham Kiroriwal, Robert Heinrich Schmitt, Thomas Bergs

16

citations
FAIR sensor services - Towards sustainable sensor data management
2021 Measurement Sensors article Computer Science Research Data Management Practices Open access

Matthias Bodenbenner, Benjamin Montavon, Robert Heinrich Schmitt

16

citations
5G-TSN Integrated Prototype for Reliable Industrial Communication Using Frame Replication and Elimination for Reliability
2025 Electronics article Computer Science Network Time Synchronization Technologies Open access

Pierre Kehl, Junaid Ansari, Mikael Lovrin, Praveen Mohanram, Chi‐Chuan Liu, Robert Heinrich Schmitt

14

citations
Bio-inspired control of automated stem cell production
2020 Procedia CIRP article Computer Science Reinforcement Learning in Robotics Open access

Péter Egri, Balázs Csanád Csáji, Krisztián Balázs Kis, László Monostori, József Váncza, Jelena Ochs, +6 more

12

citations
Optical coherence tomography combined with convolutional neural networks can differentiate between intrahepatic cholangiocarcinoma and liver parenchyma ex vivo
2023 Journal of Cancer Research and Clinical Oncology article Computer Science AI in cancer detection Open access

Laura I. Wolff, Enno Hachgenei, Paul Goßmann, Mariia Druzenko, Maik Frye, Niels König, +11 more

11

citations
Interpretation Framework of Predictive Quality Models for Process- and Product-oriented Decision Support
2023 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Daniel Buschmann, Tobias Schulze, Chrismarie Enslin, Robert Heinrich Schmitt

11

citations
Benchmarking of hyperparameter optimization techniques for machine learning applications in production
2022 Advances in Industrial and Manufacturing Engineering article Computer Science Machine Learning and Data Classification Open access

Maximilian Motz, Jonathan Krauß, Robert Heinrich Schmitt

10

citations
The Time Synchronization Problem in data-intense Manufacturing
2022 Procedia CIRP article Computer Science Network Time Synchronization Technologies Open access

Arno Schmetz, Tae Hun Lee, Daniel Zontar, Christian Brecher

9

citations
How Distributed Ledger Technologies affect business models of manufacturing companies
2021 Procedia CIRP article Computer Science Blockchain Technology Applications and Security Open access

Johannes Mayer, Philipp Niemietz, Daniel Trauth, Thomas Bergs

9

citations
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks - A Reward Curriculum Approach
2021 IEEE International Conference on Robotic Computing (IRC) conference-paper Computer Science Reinforcement Learning in Robotics

Lars Leyendecker, Hans Aoyang Zhou, Владимир Самсонов, Marius Rittstieg, Daniel Lütticke

9

citations
Deep Reinforcement Learning for Robotic Control in High-Dexterity Assembly Tasks — A Reward Curriculum Approach
2022 International Journal of Semantic Computing article Computer Science Reinforcement Learning in Robotics

Lars Leyendecker, Hans Aoyang Zhou, Владимир Самсонов, Marius Rittstieg, Daniel Lütticke

7

citations
A Data-Driven Two-Phase Multi-Split Causal Ensemble Model for Time Series
2023 Symmetry article Computer Science Bayesian Modeling and Causal Inference Open access

Zhipeng Ma, Marco Kemmerling, Daniel Buschmann, Chrismarie Enslin, Daniel Lütticke, Robert Heinrich Schmitt

7

citations
Active Learning with Pre-trained Language Models for Named Entity Recognition in Requirements Engineering
2024 Procedia CIRP article Computer Science Topic Modeling Open access cited by 1 patent

Michael Riesener, Maximilian Kühn, S. Schümmelfeder, Johannes J. Norheim, Eric Rebentisch, Günther Schuh

6

citations
Study on learning efficient stroke representations in clocked sheet metal processing: theoretical and practical evaluation
2023 Production Engineering article Computer Science Time Series Analysis and Forecasting Open access

Philipp Niemietz, Thomas Bergs

6

citations
QUASIM: Quantum Computing Enhanced Service Ecosystem for Simulation in Manufacturing
2024 Künstliche Intell. article Computer Science Quantum Computing Algorithms and Architecture Open access

Wolfgang Maaß, Ankit Agrawal, Alessandro Ciani, Sven Danz, Philipp Ganser, Pascal Kienast, +10 more

6

citations
FAIR Sensor Ecosystem: Long-Term (Re-)Usability of FAIR Sensor Data through Contextualization
2023 2022 IEEE 20th International Conference on Industrial Informatics (INDIN) conference-paper Computer Science Research Data Management Practices Open access

Matthias Bodenbenner, Jan Pennekamp, Benjamin Montavon, Klaus Wehrle, Robert Heinrich Schmitt

6

citations
Towards monitoring of a cricket production using instance segmentation
2022 Journal of Insects as Food and Feed article Computer Science Advanced Neural Network Applications

Marius Wenning, Tobias Piotrowski, J. Janzen, Bastian Nießing, Robert Heinrich Schmitt

6

citations
Offering Two-way Privacy for Evolved Purchase Inquiries
2023 ACM Transactions on Internet Technology article Computer Science Cryptography and Data Security Open access cited by 1 patent

Jan Pennekamp, Markus Dahlmanns, Frederik Fuhrmann, Timo Heutmann, Alexander Kreppein, Dennis Grunert, +2 more

5

citations
Methodology for agile and iterative ontology development for toolmaking
2023 Procedia CIRP article Computer Science Semantic Web and Ontologies Open access

Tammo Dannen, Lars Stauder, Sebastian Barth, Thomas Bergs

5

citations
Touch-based Augmented Reality Marking Techniques on Production Parts
2022 Procedia CIRP article Computer Science Interactive and Immersive Displays Open access

Arno Schmetz, Martin Bellgardt, Vincent Wehrwein, Torsten Kuhlen, Christian Brecher

5

citations
Study on the explainability of deep learning models for time series analysis in sheet metal forming
2024 Procedia CIRP article Computer Science Explainable Artificial Intelligence (XAI) Open access

Marco Becker, Philipp Niemietz, Thomas Bergs

5

citations