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Operationalizing Assurance Cases for Data Scientists: A Showcase of Concepts and Tooling in the Context of Test Data Quality for Machine Learning.

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Deep reinforcement learning for drone navigation using sensor data., , and . Neural Comput. Appl., 33 (6): 2015-2033 (2021)Welcome to SIIT 2007., , and . SIIT, IEEE, (2007)Using a Software Safety Argument Pattern Catalogue: Two Case Studies., , , and . SAFECOMP, volume 6894 of Lecture Notes in Computer Science, page 185-198. Springer, (2011)Assuring the Safety of Machine Learning for Pedestrian Detection at Crossings., , , , , and . SAFECOMP, volume 12234 of Lecture Notes in Computer Science, page 197-212. Springer, (2020)Toward Acceptable Domestic Robots: Applying Insights from Social Psychology., , , and . Int. J. Soc. Robotics, 1 (1): 95-108 (2009)Enhancing Covid-19 Decision-Making by Creating an Assurance Case for Simulation Models., , , , , , and . CoRR, (2020)Creating a Safety Assurance Case for an ML Satellite-Based Wildfire Detection and Alert System., , , and . CoRR, (2022)DEIS: Dependability Engineering Innovation for Industrial CPS., , , , , , , , , and 8 other author(s). CoRR, (2021)Analysing the Safety of Decision-Making in Autonomous Systems., , and . SAFECOMP, volume 13414 of Lecture Notes in Computer Science, page 3-16. Springer, (2022)Robust Intent Classification Using Bayesian LSTM for Clinical Conversational Agents (CAs)., , , , and . MobiHealth, volume 440 of Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, page 106-118. Springer, (2021)