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@inproceedings{DBLP:conf/arcs/DeckeJSG24,
author = {Jens Decke and
Arne Jen{\ss} and
Bernhard Sick and
Christian Gruhl},
editor = {Dietmar Fey and
Benno Stabernack and
Stefan Lankes and
Mathias Pacher and
Thilo Pionteck},
title = {An Efficient Multi Quantile Regression Network with Ad Hoc Prevention
of Quantile Crossing},
booktitle = {Architecture of Computing Systems - 37th International Conference,
{ARCS} 2024, Potsdam, Germany, May 14-16, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14842},
pages = {51--66},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-66146-4\_4},
doi = {10.1007/978-3-031-66146-4\_4},
timestamp = {Wed, 07 Aug 2024 21:58:29 +0200},
biburl = {https://dblp.org/rec/conf/arcs/DeckeJSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arcs/DeckeWSG24,
author = {Jens Decke and
Olaf W{\"{u}}nsch and
Bernhard Sick and
Christian Gruhl},
editor = {Dietmar Fey and
Benno Stabernack and
Stefan Lankes and
Mathias Pacher and
Thilo Pionteck},
title = {From Structured to Unstructured: {A} Comparative Analysis of Computer
Vision and Graph Models in Solving Mesh-Based PDEs},
booktitle = {Architecture of Computing Systems - 37th International Conference,
{ARCS} 2024, Potsdam, Germany, May 14-16, 2024, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {14842},
pages = {82--96},
publisher = {Springer},
year = {2024},
url = {https://doi.org/10.1007/978-3-031-66146-4\_6},
doi = {10.1007/978-3-031-66146-4\_6},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/arcs/DeckeWSG24.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00080,
author = {Jens Decke and
Arne Jen{\ss} and
Bernhard Sick and
Christian Gruhl},
title = {An Efficient Multi Quantile Regression Network with Ad Hoc Prevention
of Quantile Crossing},
journal = {CoRR},
volume = {abs/2406.00080},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00080},
doi = {10.48550/ARXIV.2406.00080},
eprinttype = {arXiv},
eprint = {2406.00080},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2406-00081,
author = {Jens Decke and
Olaf W{\"{u}}nsch and
Bernhard Sick and
Christian Gruhl},
title = {From Structured to Unstructured: {A} Comparative Analysis of Computer
Vision and Graph Models in solving Mesh-based PDEs},
journal = {CoRR},
volume = {abs/2406.00081},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2406.00081},
doi = {10.48550/ARXIV.2406.00081},
eprinttype = {arXiv},
eprint = {2406.00081},
timestamp = {Thu, 04 Jul 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2406-00081.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2407-03021,
author = {Martin Braun and
Christian Gruhl and
Christian A. Hans and
Philipp H{\"{a}}rtel and
Christoph Scholz and
Bernhard Sick and
Malte Siefert and
Florian Steinke and
Olaf Stursberg and
Sebastian Wende{-}von Berg},
title = {Predictions and Decision Making for Resilient Intelligent Sustainable
Energy Systems},
journal = {CoRR},
volume = {abs/2407.03021},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2407.03021},
doi = {10.48550/ARXIV.2407.03021},
eprinttype = {arXiv},
eprint = {2407.03021},
timestamp = {Wed, 07 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2407-03021.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/GruhlS23,
author = {Christian Gruhl and
Bernhard Sick},
title = {Self- Integration and Agent Compatibility},
booktitle = {{IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2023 - Companion, Toronto, ON, Canada, September
25-29, 2023},
pages = {71--73},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ACSOS-C58168.2023.00039},
doi = {10.1109/ACSOS-C58168.2023.00039},
timestamp = {Sun, 14 Jan 2024 20:29:36 +0100},
biburl = {https://dblp.org/rec/conf/acsos/GruhlS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/date/EsterleDGLMRJ23,
author = {Lukas Esterle and
Nikil D. Dutt and
Christian Gruhl and
Peter R. Lewis and
Lucio Marcenaro and
Carlo S. Regazzoni and
Axel Jantsch},
title = {Self-awareness in Cyber-Physical Systems: Recent Developments and
Open Challenges},
booktitle = {Design, Automation {\&} Test in Europe Conference {\&} Exhibition,
{DATE} 2023, Antwerp, Belgium, April 17-19, 2023},
pages = {1--6},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.23919/DATE56975.2023.10137197},
doi = {10.23919/DATE56975.2023.10137197},
timestamp = {Wed, 07 Jun 2023 22:08:03 +0200},
biburl = {https://dblp.org/rec/conf/date/EsterleDGLMRJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/DeckeGRS23,
author = {Jens Decke and
Christian Gruhl and
Lukas Rauch and
Bernhard Sick},
title = {{DADO} - Low-Cost Query Strategies for Deep Active Design Optimization},
booktitle = {International Conference on Machine Learning and Applications, {ICMLA}
2023, Jacksonville, FL, USA, December 15-17, 2023},
pages = {1611--1618},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/ICMLA58977.2023.00244},
doi = {10.1109/ICMLA58977.2023.00244},
timestamp = {Tue, 02 Apr 2024 21:06:13 +0200},
biburl = {https://dblp.org/rec/conf/icmla/DeckeGRS23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-04536,
author = {Jens Decke and
Christian Gruhl and
Lukas Rauch and
Bernhard Sick},
title = {{DADO} - Low-Cost Selection Strategies for Deep Active Design Optimization},
journal = {CoRR},
volume = {abs/2307.04536},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.04536},
doi = {10.48550/ARXIV.2307.04536},
eprinttype = {arXiv},
eprint = {2307.04536},
timestamp = {Mon, 24 Jul 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-04536.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/dnb/Gruhl22,
author = {Christian Gruhl},
title = {Novelty detection for multivariate data streams with probabilistic
models},
school = {University of Kassel, Germany},
year = {2022},
url = {https://d-nb.info/1266774246},
isbn = {978-3-7376-1038-4},
timestamp = {Wed, 30 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/phd/dnb/Gruhl22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/infsof/KrupitzerGST22,
author = {Christian Krupitzer and
Christian Gruhl and
Bernhard Sick and
Sven Tomforde},
title = {Proactive hybrid learning and optimisation in self-adaptive systems:
The swarm-fleet infrastructure scenario},
journal = {Inf. Softw. Technol.},
volume = {145},
pages = {106826},
year = {2022},
url = {https://doi.org/10.1016/j.infsof.2022.106826},
doi = {10.1016/J.INFSOF.2022.106826},
timestamp = {Tue, 16 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/infsof/KrupitzerGST22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/insk/DraudeGHKLLSS22,
author = {Claude Draude and
Christian Gruhl and
Gerrit Hornung and
Jonathan Kropf and
J{\"{o}}rn Lamla and
Jan Marco Leimeister and
Bernhard Sick and
Gerd Stumme},
title = {Social Machines},
journal = {Inform. Spektrum},
volume = {45},
number = {1},
pages = {38--42},
year = {2022},
url = {https://doi.org/10.1007/s00287-021-01421-4},
doi = {10.1007/S00287-021-01421-4},
timestamp = {Sun, 04 Aug 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/insk/DraudeGHKLLSS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/Al-FaloujiGNT22,
author = {Ghassan Al{-}Falouji and
Christian Gruhl and
Torben Neumann and
Sven Tomforde},
editor = {Roberto Casadei and
Elisabetta Di Nitto and
Ilias Gerostathopoulos and
Danilo Pianini and
Ivana Dusparic and
Timothy Wood and
Phyllis R. Nelson and
Evangelos Pournaras and
Nelly Bencomo and
Sebastian G{\"{o}}tz and
Christian Krupitzer and
Claudia Raibulet},
title = {A Heuristic for an Online Applicability of Anomaly Detection Techniques},
booktitle = {{IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems Companion, {ACSOS-C} 2022, Virtual, CA, USA, September 19-23,
2022},
pages = {107--112},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ACSOSC56246.2022.00042},
doi = {10.1109/ACSOSC56246.2022.00042},
timestamp = {Sun, 04 Aug 2024 19:43:01 +0200},
biburl = {https://dblp.org/rec/conf/acsos/Al-FaloujiGNT22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/GruhlTS22,
author = {Christian Gruhl and
Sven Tomforde and
Bernhard Sick},
editor = {Roberto Casadei and
Elisabetta Di Nitto and
Ilias Gerostathopoulos and
Danilo Pianini and
Ivana Dusparic and
Timothy Wood and
Phyllis R. Nelson and
Evangelos Pournaras and
Nelly Bencomo and
Sebastian G{\"{o}}tz and
Christian Krupitzer and
Claudia Raibulet},
title = {Self-Aware Microsystems},
booktitle = {{IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems Companion, {ACSOS-C} 2022, Virtual, CA, USA, September 19-23,
2022},
pages = {126--127},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/ACSOSC56246.2022.00045},
doi = {10.1109/ACSOSC56246.2022.00045},
timestamp = {Fri, 11 Nov 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acsos/GruhlTS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/arcs/DeckeSBBSG22,
author = {Jens Decke and
J{\"{o}}rn Schmei{\ss}ing and
Diego Botache and
Maarten Bieshaar and
Bernhard Sick and
Christian Gruhl},
editor = {Martin Schulz and
Carsten Trinitis and
Nikela Papadopoulou and
Thilo Pionteck},
title = {{NDNET:} {A} Unified Framework for Anomaly and Novelty Detection},
booktitle = {Architecture of Computing Systems - 35th International Conference,
{ARCS} 2022, Heilbronn, Germany, September 13-15, 2022, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {13642},
pages = {197--210},
publisher = {Springer},
year = {2022},
url = {https://doi.org/10.1007/978-3-031-21867-5\_13},
doi = {10.1007/978-3-031-21867-5\_13},
timestamp = {Sun, 25 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/arcs/DeckeSBBSG22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/BellmanBDEGLLNP21,
author = {Kirstie L. Bellman and
Jean Botev and
Ada Diaconescu and
Lukas Esterle and
Christian Gruhl and
Christopher Landauer and
Peter R. Lewis and
Phyllis R. Nelson and
Evangelos Pournaras and
Anthony Stein and
Sven Tomforde},
title = {Self-improving system integration: Mastering continuous change},
journal = {Future Gener. Comput. Syst.},
volume = {117},
pages = {29--46},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.11.019},
doi = {10.1016/J.FUTURE.2020.11.019},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/BellmanBDEGLLNP21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fgcs/GruhlST21,
author = {Christian Gruhl and
Bernhard Sick and
Sven Tomforde},
title = {Novelty detection in continuously changing environments},
journal = {Future Gener. Comput. Syst.},
volume = {114},
pages = {138--154},
year = {2021},
url = {https://doi.org/10.1016/j.future.2020.07.037},
doi = {10.1016/J.FUTURE.2020.07.037},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fgcs/GruhlST21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/Al-FaloujiGT21,
author = {Ghassan Al{-}Falouji and
Christian Gruhl and
Sven Tomforde},
editor = {Esam El{-}Araby and
Vana Kalogeraki and
Danilo Pianini and
Fr{\'{e}}d{\'{e}}ric Lassabe and
Barry Porter and
Sona Ghahremani and
Ingrid Nunes and
Mohamed Bakhouya and
Sven Tomforde},
title = {Digital Shadows in Self-Improving System Integration: {A} Concept
{U} sing Generative Modelling},
booktitle = {{IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2021, Companion Volume, Washington, DC, USA, September
27 - Oct. 1, 2021},
pages = {166--171},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ACSOS-C52956.2021.00047},
doi = {10.1109/ACSOS-C52956.2021.00047},
timestamp = {Sun, 04 Aug 2024 19:43:01 +0200},
biburl = {https://dblp.org/rec/conf/acsos/Al-FaloujiGT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/GruhlHHNV21,
author = {Christian Gruhl and
Abdul Hannan and
Zhixin Huang and
Chandana Nivarthi and
Stephan Vogt},
editor = {Esam El{-}Araby and
Vana Kalogeraki and
Danilo Pianini and
Fr{\'{e}}d{\'{e}}ric Lassabe and
Barry Porter and
Sona Ghahremani and
Ingrid Nunes and
Mohamed Bakhouya and
Sven Tomforde},
title = {The Problem with Real-World Novelty Detection - Issues in Multivariate
Probabilistic Models},
booktitle = {{IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2021, Companion Volume, Washington, DC, USA, September
27 - Oct. 1, 2021},
pages = {204--209},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ACSOS-C52956.2021.00055},
doi = {10.1109/ACSOS-C52956.2021.00055},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsos/GruhlHHNV21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/GruhlT21,
author = {Christian Gruhl and
Sven Tomforde},
editor = {Esam El{-}Araby and
Vana Kalogeraki and
Danilo Pianini and
Fr{\'{e}}d{\'{e}}ric Lassabe and
Barry Porter and
Sona Ghahremani and
Ingrid Nunes and
Mohamed Bakhouya and
Sven Tomforde},
title = {{OHODIN} - Online Anomaly Detection for Data Streams},
booktitle = {{IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2021, Companion Volume, Washington, DC, USA, September
27 - Oct. 1, 2021},
pages = {193--197},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ACSOS-C52956.2021.00046},
doi = {10.1109/ACSOS-C52956.2021.00046},
timestamp = {Tue, 30 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/acsos/GruhlT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/csr2/HannanGS21,
author = {Abdul Hannan and
Christian Gruhl and
Bernhard Sick},
title = {Anomaly based Resilient Network Intrusion Detection using Inferential
Autoencoders},
booktitle = {{IEEE} International Conference on Cyber Security and Resilience,
{CSR} 2021, Rhodes, Greece, July 26-28, 2021},
pages = {1--7},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/CSR51186.2021.9527980},
doi = {10.1109/CSR51186.2021.9527980},
timestamp = {Thu, 23 Sep 2021 14:18:07 +0200},
biburl = {https://dblp.org/rec/conf/csr2/HannanGS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mie/ZochGPGLSB21,
author = {Michele Zoch and
Christian Gierschner and
Yuan Peng and
Mirko Gruhl and
Liz A. Leutner and
Martin Sedlmayr and
Franziska Bathelt},
editor = {John Mantas and
Lacramioara Stoicu{-}Tivadar and
Catherine E. Chronaki and
Arie Hasman and
Patrick Weber and
Parisis Gallos and
Mihaela Marcella Vida and
Emmanouil Zoulias and
Oana Sorina Chirila},
title = {Adaption of the {OMOP} {CDM} for Rare Diseases},
booktitle = {Public Health and Informatics - Proceedings of {MIE} 2021, Medical
Informatics Europe, Virtual Event, May 29-31, 2021},
series = {Studies in Health Technology and Informatics},
volume = {281},
pages = {138--142},
publisher = {{IOS} Press},
year = {2021},
url = {https://doi.org/10.3233/SHTI210136},
doi = {10.3233/SHTI210136},
timestamp = {Tue, 07 May 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/mie/ZochGPGLSB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-07507,
author = {Inga L{\"{o}}ser and
Martin Braun and
Christian Gruhl and
Jan{-}Hendrik Menke and
Bernhard Sick and
Sven Tomforde},
title = {Towards Organic Distribution Systems - The Vision of Self-Configuring,
Self-Organising, Self-Healing, and Self-Optimising Power Distribution
Management},
journal = {CoRR},
volume = {abs/2112.07507},
year = {2021},
url = {https://arxiv.org/abs/2112.07507},
eprinttype = {arXiv},
eprint = {2112.07507},
timestamp = {Mon, 03 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-07507.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/DrysdaleCPGBGGH20,
author = {Rachel Drysdale and
Charles E. Cook and
Robert Petryszak and
Vivienne Baillie Gerritsen and
Mary Barlow and
Elisabeth Gasteiger and
Franziska Gruhl and
J{\"{u}}rgen Haas and
Jerry Lanfear and
Rodrigo Lopez and
Nicole Redaschi and
Heinz Stockinger and
Daniel Teixeira and
Aravind Venkatesan and
Alex Bateman and
Alan J. Bridge and
Guy Cochrane and
Robert D. Finn and
Frank Oliver Gl{\"{o}}ckner and
Marc Hanauer and
Thomas M. Keane and
Andrew Leach and
Luana Licata and
Per Oksvold and
Sandra E. Orchard and
Christine A. Orengo and
Helen E. Parkinson and
Bengt Persson and
Pablo Porras and
Jordi Rambla and
Ana Rath and
Charlotte Rodwell and
Ugis Sarkans and
Dietmar Schomburg and
Ian Sillitoe and
J. Dylan Spalding and
Mathias Uhl{\'{e}}n and
Sameer Velankar and
Juan Antonio Vizca{\'{\i}}no and
Kalle von Feilitzen and
Christian von Mering and
Andrew D. Yates and
Niklas Blomberg and
Christine Durinx and
Johanna R. McEntyre},
title = {The {ELIXIR} Core Data Resources: fundamental infrastructure for the
life sciences},
journal = {Bioinform.},
volume = {36},
number = {8},
pages = {2636--2642},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btz959},
doi = {10.1093/BIOINFORMATICS/BTZ959},
timestamp = {Fri, 15 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/DrysdaleCPGBGGH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/GruhlSTS20,
author = {Christian Gruhl and
J{\"{o}}rn Schmei{\ss}ing and
Sven Tomforde and
Bernhard Sick},
title = {Normal-Wishart Clustering for Novelty Detection},
booktitle = {2020 {IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2020, Companion Volume, Washington, DC, USA, August
17-21, 2020},
pages = {64--69},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ACSOS-C51401.2020.00032},
doi = {10.1109/ACSOS-C51401.2020.00032},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsos/GruhlSTS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/TomfordeG20,
author = {Sven Tomforde and
Christian Gruhl},
title = {Fairness, Performance, and Robustness: Is There a {CAP} Theorem for
Self-adaptive and Self-organising Systems?},
booktitle = {2020 {IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2020, Companion Volume, Washington, DC, USA, August
17-21, 2020},
pages = {54--59},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ACSOS-C51401.2020.00029},
doi = {10.1109/ACSOS-C51401.2020.00029},
timestamp = {Fri, 23 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsos/TomfordeG20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acsos/TomfordeGS20,
author = {Sven Tomforde and
Christian Gruhl and
Bernhard Sick},
title = {A Swarm-fleet Infrastructure as a Scenario for Proactive, Hybrid Adaptation
of System Behaviour},
booktitle = {2020 {IEEE} International Conference on Autonomic Computing and Self-Organizing
Systems, {ACSOS} 2020, Companion Volume, Washington, DC, USA, August
17-21, 2020},
pages = {166--169},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ACSOS-C51401.2020.00050},
doi = {10.1109/ACSOS-C51401.2020.00050},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acsos/TomfordeGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/HeideckerGS20,
author = {Florian Heidecker and
Christian Gruhl and
Bernhard Sick},
editor = {Alberto Del Bimbo and
Rita Cucchiara and
Stan Sclaroff and
Giovanni Maria Farinella and
Tao Mei and
Marco Bertini and
Hugo Jair Escalante and
Roberto Vezzani},
title = {Novelty Based Driver Identification on {RR} Intervals from {ECG} Data},
booktitle = {Pattern Recognition. {ICPR} International Workshops and Challenges
- Virtual Event, January 10-15, 2021, Proceedings, Part {IV}},
series = {Lecture Notes in Computer Science},
volume = {12664},
pages = {407--421},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-68799-1\_29},
doi = {10.1007/978-3-030-68799-1\_29},
timestamp = {Tue, 11 Apr 2023 17:29:51 +0200},
biburl = {https://dblp.org/rec/conf/icpr/HeideckerGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/MinhKTGS20,
author = {Tuan Pham Minh and
Daniel Kottke and
Anna Tsarenko and
Christian Gruhl and
Bernhard Sick},
title = {Improving Self-Adaptation For Multi-Sensor Activity Recognition with
Active Learning},
booktitle = {2020 International Joint Conference on Neural Networks, {IJCNN} 2020,
Glasgow, United Kingdom, July 19-24, 2020},
pages = {1--8},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/IJCNN48605.2020.9206873},
doi = {10.1109/IJCNN48605.2020.9206873},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/MinhKTGS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LofflerNSDBGWWM20,
author = {Christoffer L{\"{o}}ffler and
Christian Nickel and
Christopher Sobel and
Daniel Dzibela and
Jonathan Braat and
Benjamin Gruhler and
Philipp Woller and
Nicolas Witt and
Christopher Mutschler},
editor = {Yuxiao Dong and
Georgiana Ifrim and
Dunja Mladenic and
Craig Saunders and
Sofie Van Hoecke},
title = {Automated Quality Assurance for Hand-Held Tools via Embedded Classification
and AutoML},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Applied Data
Science and Demo Track - European Conference, {ECML} {PKDD} 2020,
Ghent, Belgium, September 14-18, 2020, Proceedings, Part {V}},
series = {Lecture Notes in Computer Science},
volume = {12461},
pages = {532--535},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-67670-4\_33},
doi = {10.1007/978-3-030-67670-4\_33},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LofflerNSDBGWWM20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/BarnesBBDEGLLNS19,
author = {Chloe M. Barnes and
Kirstie L. Bellman and
Jean Botev and
Ada Diaconescu and
Lukas Esterle and
Christian Gruhl and
Christopher Landauer and
Peter R. Lewis and
Phyllis R. Nelson and
Anthony Stein and
Christopher Stewart and
Sven Tomforde},
title = {{CHARIOT} - Towards a Continuous High-Level Adaptive Runtime Integration
Testbed},
booktitle = {{IEEE} 4th International Workshops on Foundations and Applications
of Self* Systems, FAS*W@SASO/ICCAC 2019, Umea, Sweden, June 16-20,
2019},
pages = {52--55},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FAS-W.2019.00026},
doi = {10.1109/FAS-W.2019.00026},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/saso/BarnesBBDEGLLNS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/BellmanGLT19,
author = {Kirstie L. Bellman and
Christian Gruhl and
Christopher Landauer and
Sven Tomforde},
title = {Self-Improving System Integration - On a Definition and Characteristics
of the Challenge},
booktitle = {{IEEE} 4th International Workshops on Foundations and Applications
of Self* Systems, FAS*W@SASO/ICCAC 2019, Umea, Sweden, June 16-20,
2019},
pages = {1--3},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/FAS-W.2019.00014},
doi = {10.1109/FAS-W.2019.00014},
timestamp = {Thu, 15 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/saso/BellmanGLT19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mlc/GruhlS18,
author = {Christian Gruhl and
Bernhard Sick},
title = {Novelty detection with {CANDIES:} a holistic technique based on probabilistic
models},
journal = {Int. J. Mach. Learn. Cybern.},
volume = {9},
number = {6},
pages = {927--945},
year = {2018},
url = {https://doi.org/10.1007/s13042-016-0618-8},
doi = {10.1007/S13042-016-0618-8},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mlc/GruhlS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/BellmanBDEGLLST18,
author = {Kirstie L. Bellman and
Jean Botev and
Ada Diaconescu and
Lukas Esterle and
Christian Gruhl and
Christopher Landauer and
Peter R. Lewis and
Anthony Stein and
Sven Tomforde and
Rolf P. W{\"{u}}rtz},
title = {Self-Improving System Integration - Status and Challenges after Five
Years of {SISSY}},
booktitle = {2018 {IEEE} 3rd International Workshops on Foundations and Applications
of Self* Systems (FAS*W), Trento, Italy, September 3-7, 2018},
pages = {160--167},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/FAS-W.2018.00042},
doi = {10.1109/FAS-W.2018.00042},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/saso/BellmanBDEGLLST18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/GruhlTS18,
author = {Christian Gruhl and
Sven Tomforde and
Bernhard Sick},
title = {Aspects of Measuring and Evaluating the Integration Status of a (Sub-)System
at Runtime},
booktitle = {2018 {IEEE} 3rd International Workshops on Foundations and Applications
of Self* Systems (FAS*W), Trento, Italy, September 3-7, 2018},
pages = {198--203},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/FAS-W.2018.00047},
doi = {10.1109/FAS-W.2018.00047},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/saso/GruhlTS18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/StahlVDBRWGRRL17,
author = {Ullrich Stahl and
Achim Voigt and
Marian Dirschka and
Nicole Bari{\'{e}} and
Christiane Richter and
Ansgar Waldbaur and
Friederike J. Gruhl and
Bastian E. Rapp and
Michael Rapp and
Kerstin L{\"{a}}nge},
title = {Long-Term Stability of Polymer-Coated Surface Transverse Wave Sensors
for the Detection of Organic Solvent Vapors},
journal = {Sensors},
volume = {17},
number = {11},
pages = {2529},
year = {2017},
url = {https://doi.org/10.3390/s17112529},
doi = {10.3390/S17112529},
timestamp = {Fri, 30 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sensors/StahlVDBRWGRRL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/isci/FischGKSO16,
author = {Dominik Fisch and
Christian Gruhl and
Edgar Kalkowski and
Bernhard Sick and
Seppo J. Ovaska},
title = {Towards automation of knowledge understanding: An approach for probabilistic
generative classifiers},
journal = {Inf. Sci.},
volume = {370-371},
pages = {476--496},
year = {2016},
url = {https://doi.org/10.1016/j.ins.2016.08.016},
doi = {10.1016/J.INS.2016.08.016},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/isci/FischGKSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/HeckRGWHST16,
author = {Henner Heck and
Stefan Rudolph and
Christian Gruhl and
Arno Wacker and
J{\"{o}}rg H{\"{a}}hner and
Bernhard Sick and
Sven Tomforde},
editor = {Sameh Elnikety and
Peter R. Lewis and
Christian M{\"{u}}ller{-}Schloer},
title = {Towards Autonomous Self-Tests at Runtime},
booktitle = {2016 {IEEE} 1st International Workshops on Foundations and Applications
of Self* Systems (FAS*W), Augsburg, Germany, September 12-16, 2016},
pages = {98--99},
publisher = {{IEEE}},
year = {2016},
url = {https://doi.org/10.1109/FAS-W.2016.32},
doi = {10.1109/FAS-W.2016.32},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/saso/HeckRGWHST16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/FischGKSO16,
author = {Dominik Fisch and
Christian Gruhl and
Edgar Kalkowski and
Bernhard Sick and
Seppo J. Ovaska},
title = {Towards Automation of Knowledge Understanding: An Approach for Probabilistic
Generative Classifiers},
journal = {CoRR},
volume = {abs/1605.06377},
year = {2016},
url = {http://arxiv.org/abs/1605.06377},
eprinttype = {arXiv},
eprint = {1605.06377},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/FischGKSO16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GruhlS16,
author = {Christian Gruhl and
Bernhard Sick},
title = {Detecting Novel Processes with {CANDIES} - An Holistic Novelty Detection
Technique based on Probabilistic Models},
journal = {CoRR},
volume = {abs/1605.05628},
year = {2016},
url = {http://arxiv.org/abs/1605.05628},
eprinttype = {arXiv},
eprint = {1605.05628},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GruhlS16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/GruhlS16a,
author = {Christian Gruhl and
Bernhard Sick},
title = {Variational Bayesian Inference for Hidden Markov Models With Multivariate
Gaussian Output Distributions},
journal = {CoRR},
volume = {abs/1605.08618},
year = {2016},
url = {http://arxiv.org/abs/1605.08618},
eprinttype = {arXiv},
eprint = {1605.08618},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/GruhlS16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icawst/GruhlSWTH15,
author = {Christian Gruhl and
Bernhard Sick and
Arno Wacker and
Sven Tomforde and
J{\"{o}}rg H{\"{a}}hner},
title = {A building block for awareness in technical systems: Online novelty
detection and reaction with an application in intrusion detection},
booktitle = {{IEEE} 7th International Conference on Awareness Science and Technology,
iCAST 2015, Qinhuangdao, China, September 22-24, 2015},
pages = {194--200},
publisher = {{IEEE}},
year = {2015},
url = {https://doi.org/10.1109/ICAwST.2015.7314046},
doi = {10.1109/ICAWST.2015.7314046},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icawst/GruhlSWTH15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/saso/TomfordeHMGSG14,
author = {Sven Tomforde and
J{\"{o}}rg H{\"{a}}hner and
Sebastian von Mammen and
Christian Gruhl and
Bernhard Sick and
Kurt Geihs},
title = {"Know Thyself" - Computational Self-Reflection in Intelligent Technical
Systems},
booktitle = {Eighth {IEEE} International Conference on Self-Adaptive and Self-Organizing
Systems Workshops, {SASOW} 2014, London, United Kingdom, September
8-12, 2014},
pages = {150--159},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/SASOW.2014.25},
doi = {10.1109/SASOW.2014.25},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/saso/TomfordeHMGSG14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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