Julius Pfrommer

According to our database, Julius Pfrommer authored at least 32 papers between 2013 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Informed Machine Learning - A Taxonomy and Survey of Integrating Prior Knowledge into Learning Systems.

Laura von Rüden, Sebastian Mayer, Katharina Beckh, Bogdan Georgiev, Sven Giesselbach, Raoul Heese, Birgit Kirsch, Julius Pfrommer, Annika Pick, Rajkumar Ramamurthy, Michal Walczak, Jochen Garcke, Christian Bauckhage, Jannis Schuecker

IEEE Trans. Knowl. Data Eng., 2023

MotorFactory: A Blender Add-on for Large Dataset Generation of Small Electric Motors.

Chengzhi Wu, Kanran Zhou, Jan-Philipp Kaiser, Norbert Mitschke, Jan-Felix Klein, Julius Pfrommer, Jürgen Beyerer, Gisela Lanza, Michael Heizmann, Kai Furmans

CoRR, 2023

Object Detection in 3D Point Clouds via Local Correlation-Aware Point Embedding.

Chengzhi Wu, Julius Pfrommer, Jürgen Beyerer, Kangning Li, Boris Neubert

CoRR, 2023

Generative-Contrastive Learning for Self-Supervised Latent Representations of 3D Shapes from Multi-Modal Euclidean Input.

Chengzhi Wu, Julius Pfrommer, Mingyuan Zhou, Jürgen Beyerer

CoRR, 2023

Sim2real Transfer Learning for Point Cloud Segmentation: An Industrial Application Case on Autonomous Disassembly.

Chengzhi Wu, Xuelei Bi, Julius Pfrommer, Alexander Cebulla, Simon Mangold, Jürgen Beyerer

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023

SynMotor: A Benchmark Suite for Object Attribute Regression and Multi-Task Learning.

Chengzhi Wu, Linxi Qiu, Kanran Zhou, Julius Pfrommer, Jürgen Beyerer

Proceedings of the 18th International Joint Conference on Computer Vision, 2023

Counterfactual Root Cause Analysis via Anomaly Detection and Causal Graphs.

Josephine Rehak, Anouk Sommer, Maximilian Becker, Julius Pfrommer, Jürgen Beyerer

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Reduce the Handicap: Performance Estimation for AI Systems Safety Certification.

Julius Pfrommer, Matthieu Poyer, Saksham Kiroriwal

Proceedings of the 21st IEEE International Conference on Industrial Informatics, 2023

Attention-Based Point Cloud Edge Sampling.

Chengzhi Wu, Junwei Zheng, Julius Pfrommer, Jürgen Beyerer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Attention-based Part Assembly for 3D Volumetric Shape Modeling.

Chengzhi Wu, Junwei Zheng, Julius Pfrommer, Jürgen Beyerer

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

KI-Engineering - AI Systems Engineering.

Julius Pfrommer, Thomas Usländer, Jürgen Beyerer

Autom., 2022

An ontology for remanufacturing systems.

Julius Pfrommer, Jan-Felix Klein, Marco Wurster, Simon Rapp, Patric Grauberger, Gisela Lanza, Albert Albers, Sven Matthiesen, Jürgen Beyerer

Autom., 2022

Agiles Produktionssystem mittels lernender Roboter bei ungewissen Produktzuständen am Beispiel der Anlasser-Demontage.

Gisela Lanza, Tamim Asfour, Jürgen Beyerer, Barbara Deml, Jürgen Fleischer, Michael Heizmann, Kai Furmans, Constantin Hofmann, Alexander Cebulla, Christian R. G. Dreher, Jan-Philipp Kaiser, Jan-Felix Klein, Fabian Leven, Simon Mangold, Norbert Mitschke, Nicole Stricker, Julius Pfrommer, Chengzhi Wu, Marco Wurster, Manuel Zaremski

Autom., 2022

AI Systems Engineering - systematic development and operation of AI-based systems.

Jürgen Beyerer, Julius Pfrommer, Thomas Usländer

Autom., 2022

2021

Distributed Planning for Self-Organizing Production Systems

Julius Pfrommer

PhD thesis, 2021

Generating Artificial Sensor Data for the Comparison of Unsupervised Machine Learning Methods.

Bernd Zimmering, Oliver Niggemann, Constanze Hasterok, Erik Pfannstiel, Dario Ramming, Julius Pfrommer

Sensors, 2021

2020

Übertragung eines Vorgehensmodells zur KI-Integration von der Industrie auf Umweltinformationssysteme.

Désirée Hilbring, Julius Pfrommer

Proceedings of the 50. Jahrestagung der Gesellschaft für Informatik, INFORMATIK 2020 - Back to the Future, Karlsruhe, Germany, 28. September, 2020

2018

Open Source OPC UA PubSub Over TSN for Realtime Industrial Communication.

Julius Pfrommer, Andreas Ebner, Siddharth Ravikumar, Bhagath Karunakaran

Proceedings of the 23rd IEEE International Conference on Emerging Technologies and Factory Automation, 2018

2017

One step towards an industry 4.0 component.

Arndt Lüder, Miriam Schleipen, Nicole Schmidt, Julius Pfrommer, Robert Henssen

Proceedings of the 13th IEEE Conference on Automation Science and Engineering, 2017

2016

RESTful Industrial Communication With OPC UA.

Sten Grüner, Julius Pfrommer, Florian Palm

IEEE Trans. Ind. Informatics, 2016

A common core for information modeling in the Industrial Internet of Things.

Julius Pfrommer, Sten Grüner, Thomas Goldschmidt, Dirk Schulz

Autom., 2016

Hybrid OPC UA and DDS: Combining architectural styles for the industrial internet.

Julius Pfrommer, Sten Grüner, Florian Palm

Proceedings of the IEEE World Conference on Factory Communication Systems, 2016

Semantic Interoperability at Big-Data Scale with the open62541 OPC UA Implementation.

Julius Pfrommer

Proceedings of the Interoperability and Open-Source Solutions for the Internet of Things, 2016

Deploying software functionality to manufacturing resources safely at runtime.

Julius Pfrommer, Miriam Schleipen, Selma Azaiez, Michael Boc, Loïc Cudennec, Selma Kchir, Xenia Klinge

Proceedings of the 21st IEEE International Conference on Emerging Technologies and Factory Automation, 2016

Towards Flexibility in Future Industrial Manufacturing: A Global Framework for Self-organization of Production Cells.

Selma Azaiez, Michael Boc, Loïc Cudennec, Max Da Silva Simoes, Jens Haupert, Selma Kchir, Xenia Klinge, Wael Labidi, Karima Nahhal, Julius Pfrommer, Miriam Schleipen, Christian Schulz, Thibaud Tortech

Proceedings of the 7th International Conference on Ambient Systems, 2016

2015

Plug & produce by modelling skills and service-oriented orchestration of reconfigurable manufacturing systems.

Julius Pfrommer, Denis Stogl, Kiril Aleksandrov, Stefan Escaida Navarro, Björn Hein, Jürgen Beyerer

Autom., 2015

A RESTful extension of OPC UA.

Sten Grüner, Julius Pfrommer, Florian Palm

Proceedings of the IEEE World Conference on Factory Communication Systems, 2015

Exploration/Exploitation in Stochastic Distributed Constraint Optimization Settings.

Julius Pfrommer

Proceedings of the Trends in Practical Applications of Agents, Multi-Agent Systems and Sustainability, 2015

Open source as enabler for OPC UA in industrial automation.

Florian Palm, Sten Grüner, Julius Pfrommer, Markus Graube, Leon Urbas

Proceedings of the 20th IEEE Conference on Emerging Technologies & Factory Automation, 2015

2014

Dynamic Vehicle Redistribution and Online Price Incentives in Shared Mobility Systems.

Julius Pfrommer, Joseph Warrington, Georg Schildbach, Manfred Morari

IEEE Trans. Intell. Transp. Syst., 2014

Modelling and orchestration of service-based manufacturing systems via skills.

Julius Pfrommer, Denis Stogl, Kiril Aleksandrov, Viktor Schubert, Björn Hein

Proceedings of the 2014 IEEE Emerging Technology and Factory Automation, 2014

2013

PPRS: Production skills and their relation to product, process, and resource.

Julius Pfrommer, Miriam Schleipen, Jürgen Beyerer

Proceedings of 2013 IEEE 18th Conference on Emerging Technologies & Factory Automation, 2013