Self-adaptive Machine Learning Systems: Research Challenges and Opportunities

Author:

Casimiro Maria,Romano Paolo,Garlan David,Moreno Gabriel A.,Kang Eunsuk,Klein Mark

Publisher

Springer International Publishing

Reference72 articles.

1. Abedjan, Z., et al.: Detecting data errors: where are we and what needs to be done? Proc. VLDB 9(12), 19993–1004 (2016)

2. Alipourfard, O., et al.: CherryPick: adaptively unearthing the best cloud configurations for big data analytics. In: Proceedings of NSDI (2017)

3. Aparício, D., et al.: Arms: automated rules management system for fraud detection. arXiv preprint arXiv:2002.06075 (2020)

4. Badue, C., Guidolini, R., et al.: Self-driving cars: a survey. Expert Syst. App. 165, 113816 (2021)

5. Bartocci, E., et al.: Specification-based monitoring of cyber-physical systems: a survey on theory, tools and applications. In: Bartocci, E., Falcone, Y. (eds.) Lectures on Runtime Verification. LNCS, vol. 10457, pp. 135–175. Springer, Cham (2018). https://doi.org/10.1007/978-3-319-75632-5_5

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