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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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