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Neural predictive monitoring and a comparison of frequentist and Bayesian approaches.

, , , , and . Int. J. Softw. Tools Technol. Transf., 23 (4): 615-640 (2021)

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Clinical Decision Support Using Colored Petri Nets: a Case Study on Cancer Infusion Therapy., , and . CoDIT, page 314-319. IEEE, (2019)Data-Driven Inference of Chemical Reaction Networks via Graph-Based Variational Autoencoders., , , and . QEST, volume 14287 of Lecture Notes in Computer Science, page 143-147. Springer, (2023)Neural predictive monitoring and a comparison of frequentist and Bayesian approaches., , , , and . Int. J. Softw. Tools Technol. Transf., 23 (4): 615-640 (2021)Stochastic Variational Smoothed Model Checking., , , and . CoRR, (2022)Conformal Quantitative Predictive Monitoring of STL Requirements for Stochastic Processes., , and . HSCC, page 1:1-1:11. ACM, (2023)Generative abstraction of Markov population processes., , , and . Theor. Comput. Sci., (October 2023)Learning-Based Approaches to Predictive Monitoring with Conformal Statistical Guarantees., , and . RV, volume 14245 of Lecture Notes in Computer Science, page 461-487. Springer, (2023)Scalable Stochastic Parametric Verification with Stochastic Variational Smoothed Model Checking., , , and . RV, volume 14245 of Lecture Notes in Computer Science, page 45-65. Springer, (2023)Reliable and Explainable AI in Trieste., , , , , and . Ital-IA, volume 3486 of CEUR Workshop Proceedings, page 394-396. CEUR-WS.org, (2023)Model Predictive Control of glucose concentration based on Signal Temporal Logic specifications., , , and . CoDIT, page 714-719. IEEE, (2019)