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Ralph Bergmann

Name: dblp XML data dump
Creator: Schloss Dagstuhl - Leibniz Center for Informatics
Published: 1993
License: https://creativecommons.org/publicdomain/zero/1.0/
Keywords: dblp, XML, computer science, scholarly publications, metadata

◀ ▶ joint publications with Patrick Klein

> Home > Persons > Ralph Bergmann

Publications

2021
[c121]
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  - conf/ant/MalburgRSKB21
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  - https://dblp.org/rec/conf/ant/MalburgRSKB21
Lukas Malburg, Manfred-Peter Rieder, Ronny Seiger, Patrick Klein, Ralph Bergmann:
Object Detection for Smart Factory Processes by Machine Learning. ANT/EDI40 2021: 581-588
[c116]
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  - conf/ijcnn/KleinWB21
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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: 1-10
2020
[c110]
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  dblp key:
  - conf/iccbr/HoffmannMKB20
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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: 229-244
[c109]
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  - conf/in4pl/MalburgKB20
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Lukas Malburg, Patrick Klein, Ralph Bergmann:
Semantic Web Services for AI-Research with Physical Factory Simulation Models in Industry 4.0. IN4PL 2020: 32-43
[c106]
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  dblp key:
  - conf/pkdd/KleinWB20
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Patrick Klein, Niklas Weingarz, Ralph Bergmann:
Enhancing Siamese Neural Networks Through Expert Knowledge for Predictive Maintenance. IoT Streams/ITEM@PKDD/ECML 2020: 77-92
[i2]
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  - electronic edition @ arxiv.org (open access)
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  - journals/corr/abs-2007-03580
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Lukas Malburg, Patrick Klein, Ralph Bergmann:
Using Semantic Web Services for AI-Based Research in Industry 4.0. CoRR abs/2007.03580 (2020)
2019
[c102]
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  - conf/iccbr/KleinMB19
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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: 188-203
[c99]
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  dblp key:
  - conf/icinco/KleinB19
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Patrick Klein, Ralph Bergmann:
Generation of Complex Data for AI-based Predictive Maintenance Research with a Physical Factory Model. ICINCO (1) 2019: 40-50
[c96]
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  - electronic edition @ ceur-ws.org (open access)
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  - conf/lwa/KleinMB19
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Patrick Klein, Lukas Malburg, Ralph Bergmann:
FTOnto: A Domain Ontology for a Fischertechnik Simulation Production Factory by Reusing Existing Ontologies. LWDA 2019: 253-264
2018
[c89]
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  - electronic edition @ ceur-ws.org (open access)
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  - conf/lwa/KleinB18
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Patrick Klein, Ralph Bergmann:
Data Generation with a Physical Model to Support Machine Learning Research for Predictive Maintenance. LWDA 2018: 179-190

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