Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring (English)
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In:
Model-Based Safety and Assessment
: 8th International Symposium, IMBSA 2022, Munich, Germany, September 5–7, 2022, Proceedings
;
Chapter: 16
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219-234
;
2022
- Article/Chapter (Book) / Electronic Resource
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Title:Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring
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Additional title:Lect.Notes Computer
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Contributors:Seguin, Christel ( editor ) / Zeller, Marc ( editor ) / Prosvirnova, Tatiana ( editor ) / Farhad, Al-Harith ( author ) / Sorokos, Ioannis ( author ) / Schmidt, Andreas ( author ) / Akram, Mohammed Naveed ( author ) / Aslansefat, Koorosh ( author ) / Schneider, Daniel ( author )
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Conference:International Symposium on Model-Based Safety and Assessment ; 2022 ; Munich, Germany
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Published in:Model-Based Safety and Assessment : 8th International Symposium, IMBSA 2022, Munich, Germany, September 5–7, 2022, Proceedings ; Chapter: 16 ; 219-234Lecture Notes in Computer Science ; 13525 ; 219-234
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Publisher:
- New search for: Springer International Publishing
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Place of publication:Cham
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Publication date:2022-09-09
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Size:16 pages
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ISBN:
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ISSN:
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DOI:
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Type of media:Article/Chapter (Book)
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Type of material:Electronic Resource
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Language:English
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Keywords:
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Source:
Table of contents eBook
The tables of contents are generated automatically and are based on the data records of the individual contributions available in the index of the TIB portal. The display of the Tables of Contents may therefore be incomplete.
- 1
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An AEBS Use Case for Model-Based System Design Integrating Safety Analyses and SimulationKaiser, Bernhard / Dion, Bernard / Tolchinsky, Ilya / Le Sergent, Thierry / Najork, Max et al. | 2022
- 2
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COMPASTA: Extending TASTE with Formal Design and Verification FunctionalityBombardelli, Alberto / Bozzano, Marco / Cavada, Roberto / Cimatti, Alessandro / Griggio, Alberto / Nazaria, Massimo / Nicolodi, Edoardo / Tonetta, Stefano et al. | 2022
- 3
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MBSA in Aeronautics: A Way to Support Safety ActivitiesFrazza, Christophe / Darfeuil, Pierre / Gauthier, Jean et al. | 2022
- 4
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Modeling the Variability of System Safety Analysis Using State-Machine DiagramsBressan, Lucas / de Oliveira, André L. / Campos, Fernanda C. / Montecchi, Leonardo / Capilla, Rafael / Parker, David / Aslansefat, Koorosh / Papadopoulos, Yiannis et al. | 2022
- 5
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Model-Based Safety Analysis: A Practical ExperienceNoisette, Bertille / Dobol, Sébastien / Monteil, Laurène et al. | 2022
- 6
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Practical Application of Model-Based Safety Analysis to the Design of Global Operating System of New Rolling Stock on Automatic Metro LinesLegendre, Anthony / Donat, Roland et al. | 2022
- 7
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Plug-and-Produce... Safely!Hillen, Daniel / Huck, Tom P. / Laxman, Nishanth / Ledermann, Christoph / Reich, Jan / Schlosser, Patrick / Schmidt, Andreas / Schneider, Daniel / Uecker, Denis et al. | 2022
- 8
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Strategies for Modelling Failure Propagation in Dynamic Systems with AltaRicaProsvirnova, Tatiana / Seguin, Christel / Frazza, Christophe / Batteux, Michel / de Bossoreille, Xavier / Deschamps, Frédéric / Gauthier, Jean / Saez, Estelle et al. | 2022
- 9
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Towards Causal Model-Based Engineering in Automotive System SafetyMaier, Robert / Grabinger, Lisa / Urlhart, David / Mottok, Jürgen et al. | 2022
- 10
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Performance Assessment of an Offshore Windmill Farm with AltaRica 3.0Batteux, Michel / Prosvirnova, Tatiana / Rauzy, Antoine et al. | 2022
- 11
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Component Fault and Deficiency Tree (CFDT): Combining Functional Safety and SOTIF AnalysisZeller, Marc et al. | 2022
- 12
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A Capella-Based Tool for the Early Assessment of Nano/Micro Satellites AvailabilityBrau, Guillaume / Jenn, Eric / Radu, Silvana et al. | 2022
- 13
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Analysing the Impact of Security Attacks on Safety Using SysML and Event-BPoorhadi, Ehsan / Troubitsyna, Elena / Dán, György et al. | 2022
- 14
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A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory AlgorithmsWalker, Connor / Rothon, Callum / Aslansefat, Koorosh / Papadopoulos, Yiannis / Dethlefs, Nina et al. | 2022
- 15
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Tool Paper: Time Series Anomaly Detection Platform for MATLAB SimulinkDing, Sheng / Ayoub, Skander / Morozov, Andrey et al. | 2022
- 16
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Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning MonitoringFarhad, Al-Harith / Sorokos, Ioannis / Schmidt, Andreas / Akram, Mohammed Naveed / Aslansefat, Koorosh / Schneider, Daniel et al. | 2022
- 17
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Engineering Dynamic Risk and Capability Models to Improve Cooperation Efficiency Between Human Workers and Autonomous Mobile Robots in Shared SpacesReich, Jan / Gerber, Pascal / Laxman, Nishanth / Schneider, Daniel / Ogata, Takehito / Otsuka, Satoshi / Ishigooka, Tasuku et al. | 2022
- 18
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SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable IdentitiesAslansefat, Koorosh / Nikolaou, Panagiota / Walker, Martin / Akram, Mohammed Naveed / Sorokos, Ioannis / Reich, Jan / Kolios, Panayiotis / Michael, Maria K. / Theocharides, Theocharis / Ellinas, Georgios et al. | 2022