Patrick Klein

Publication Activity (10 Years)

Years Active: 2010-2023
Publications (10 Years): 16

Top Topics

Expert Knowledge

Domain Ontology

Semantic Web Services

Data Generation

Top Venues

IoT Streams/ITEM@PKDD/ECML

Publications

Lukas Malburg, Patrick Klein, Ralph Bergmann
Converting semantic web services into formal planning domain descriptions to enable manufacturing process planning and scheduling in industry 4.0. Eng. Appl. Artif. Intell. 126 (2023)
Kay Burow, Patrick Klein, Karl Hribernik, Klaus-Dieter Thoben
Approach on How to Handle Digital Thread Information in Manufacturing with a Human-Centric Perspective Taking into Account a Didactic Factory. APMS (4) (2023)
Kay Burow, Patrick Klein, Klaus-Dieter Thoben
An Approach to Digitalising the Manufacturing Steps of Large-Scale Components by Using an Industrial Pilot Case. APMS (1) (2022)
Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann
Object Detection for Smart Factory Processes by Machine Learning. ANT/EDI40 (2021)
Patrick Klein, Niklas Weingarz, Ralph Bergmann
Using Expert Knowledge for Masking Irrelevant Data Streams in Siamese Networks for the Detection and Prediction of Faults. IJCNN (2021)
Lukas Malburg, Patrick Klein, Ralph Bergmann
Using Semantic Web Services for AI-Based Research in Industry 4.0. CoRR (2020)
Maximilian Hoffmann, Lukas Malburg, Patrick Klein, Ralph Bergmann
Using Siamese Graph Neural Networks for Similarity-Based Retrieval in Process-Oriented Case-Based Reasoning. ICCBR (2020)
Patrick Klein, Niklas Weingarz, Ralph Bergmann
Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance. IoT Streams/ITEM@PKDD/ECML (2020)
Lukas Malburg, Patrick Klein, Ralph Bergmann
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. IN4PL (2020)
Patrick Klein, Lukas Malburg, Ralph Bergmann
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. LWDA (2019)
Brendan Patrick Sullivan, Shantanoo Desai, Patrick Klein, Jordi Solé Rebull, Monica Rossi, Lucia Ramundo, Sergio Terzi, Klaus-Dieter Thoben
A Prospective Data-Oriented Framework for New Vessel Design. ICE/ITMC (2019)
Patrick Klein, Ralph Bergmann
Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model. ICINCO (1) (2019)
Patrick Klein, Lukas Malburg, Ralph Bergmann
Learning Workflow Embeddings to Improve the Performance of Similarity-Based Retrieval for Process-Oriented Case-Based Reasoning. ICCBR (2019)
Patrick Klein, Ralph Bergmann
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. LWDA (2018)
Karl Hribernik, Marco Franke, Patrick Klein, Klaus-Dieter Thoben, Eva Coscia
Towards a platform for integrating product usage information into innovative product-service design. ICE/ITMC (2017)
Patrick Klein, Simone Paolo Ponzetto, Goran Glavas
Improving Neural Knowledge Base Completion with Cross-Lingual Projections. EACL (2) (2017)
Svetlana Matiouk, Markus Modzelewski, Yehya Mohamad, Michael Lawo, Pierre T. Kirisci, Patrick Klein, Antoinette Fennell
Prototype of a Virtual User Modeling Software Framework for Inclusive Design of Consumer Products and User Interfaces. HCI (6) (2013)
Pierre T. Kirisci, Patrick Klein, Markus Modzelewski, Michael Lawo, Yehya Mohamad, Thomas Fiddian, Chris Bowden, Antoinette Fennell, Joshue O. Connor
Supporting Inclusive Design of User Interfaces with a Virtual User Model. HCI (6) (2011)
Karolis Kleiza, Patrick Klein, Klaus-Dieter Thoben
Semantic Identification and Visualization of Significant Words within Documents - Approach to Visualize Relevant Words within Documents to a Search Query by Word Similarity Computation. KDIR (2010)