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Benchmarking Deep Learning for Time Series: Challenges and Directions., , , , , and . IEEE BigData, page 5679-5682. IEEE, (2019)Approximation of solutions of DDEs under nonstandard assumptions via Euler scheme., , and . CoRR, (2021)Optimal pointwise approximation of SDE's from inexact information., and . J. Comput. Appl. Math., (2017)On mathematical aspects of evolution of dislocation density in metallic materials., , , , , , , and . CoRR, (2020)Euler scheme for approximation of solution of nonlinear ODEs under inexact information., , and . CoRR, (2022)On Aggregation of Stages in Multi-criteria Optimization of Chain Structured Processes., , , , and . ICAISC (1), volume 9692 of Lecture Notes in Computer Science, page 411-419. Springer, (2016)Randomized derivative-free Milstein algorithm for efficient approximation of solutions of SDEs under noisy information., and . CoRR, (2019)Randomized derivative-free Milstein algorithm for efficient approximation of solutions of SDEs under noisy information., and . J. Comput. Appl. Math., (2021)Intelligent Predictive Maintenance System., , , and . IntelliSys (1), volume 15 of Lecture Notes in Networks and Systems, page 794-804. Springer, (2016)Deep learning-based estimation of time-dependent parameters in Markov models with application to nonlinear regression and SDEs., , , , and . Appl. Math. Comput., (2024)