Concepedia

Dawid Szarek

DS

6

Publications

74

Citations

6

H-Index

2020

Active since

Affiliations

Wrocław University of Science and Technology(Current)

AGH University of Krakow

Dawid Szarek is an author at Wrocław University of Science and Technology specializing in statistics, engineering, and forecasting.

Top concepts

StatisticsEngineeringForecastingDiagnosisPrognosticsData ScienceDeep LearningComputer ScienceMachine LearningStochastic Models

Publications per year

2020–2023

6

Publications

6

Non-Gaussian feature distribution forecasting based on ConvLSTM neural network and its application to robust machine condition prognosis

Dawid Szarek, Ireneusz Jabłoński, Radosław Zimroz et al. · Expert Systems with Applications · 2023 · 15 citations · Full text

Artificial Intelligence, Forecasting Methodology, Engineering +20

Long-term prediction of the metals’ prices using non-Gaussian time-inhomogeneous stochastic process

Dawid Szarek, Łukasz Bielak, Agnieszka Wyłomańska · Physica A Statistical Mechanics and its Applications · 2020 · 13 citations

Engineering, Financial Time Series Analysis, Stochastic Processes +6

Fractional Dynamics Identification via Intelligent Unpacking of the Sample Autocovariance Function by Neural Networks

Dawid Szarek, Grzegorz Sikora, Michał Balcerek et al. · Entropy · 2020 · 12 citations · Full text

Time-averaged mean squared displacement ratio test for Gaussian processes with unknown diffusion coefficient

Katarzyna Maraj-Zygmąt, Dawid Szarek, Grzegorz Sikora et al. · Chaos An Interdisciplinary Journal of Nonlinear Science · 2021 · 12 citations

Empirical anomaly measure for finite-variance processes

Katarzyna Maraj-Zygmąt, Dawid Szarek, Grzegorz Sikora et al. · Journal of Physics A Mathematical and Theoretical · 2020 · 11 citations · Full text

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