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Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring.

, , , , , and . IMBSA, volume 13525 of Lecture Notes in Computer Science, page 219-234. Springer, (2022)

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Safety+ AI: A Novel Approach to Update Safety Models Using Artificial Intelligence, , , , and . IEEE Access, (2019)StaDRe and StaDRo: Reliability and Robustness Estimation of ML-Based Forecasting Using Statistical Distance Measures., , , , and . SAFECOMP Workshops, volume 13415 of Lecture Notes in Computer Science, page 289-301. Springer, (2022)A Runtime Safety Analysis Concept for Open Adaptive Systems., , , , , , , and . IMBSA, volume 11842 of Lecture Notes in Computer Science, page 332-346. Springer, (2019)Modeling the Variability of System Safety Analysis Using State-Machine Diagrams., , , , , , , and . IMBSA, volume 13525 of Lecture Notes in Computer Science, page 43-59. Springer, (2022)A Deep Learning Framework for Wind Turbine Repair Action Prediction Using Alarm Sequences and Long Short Term Memory Algorithms., , , , and . IMBSA, volume 13525 of Lecture Notes in Computer Science, page 189-203. Springer, (2022)A Markov Process-Based Approach for Reliability Evaluation of the Propulsion System in Multi-rotor Drones., , , and . DoCEIS, volume 553 of IFIP Advances in Information and Communication Technology, page 91-98. Springer, (2019)A Conceptual Framework to Incorporate Complex Basic Events in HiP-HOPS., , , , and . IMBSA, volume 11842 of Lecture Notes in Computer Science, page 109-124. Springer, (2019)SafeDrones: Real-Time Reliability Evaluation of UAVs Using Executable Digital Dependable Identities., , , , , , , , , and 2 other author(s). IMBSA, volume 13525 of Lecture Notes in Computer Science, page 252-266. Springer, (2022)Explaining black boxes with a SMILE: Statistical Model-agnostic Interpretability with Local Explanations., , , , , and . CoRR, (2023)Keep Your Distance: Determining Sampling and Distance Thresholds in Machine Learning Monitoring., , , , , and . IMBSA, volume 13525 of Lecture Notes in Computer Science, page 219-234. Springer, (2022)