Concepedia

Marian Turowski

MT

8

Publications

187

Citations

8

H-Index

2020

Active since

Affiliations

Karlsruhe Institute of Technology(Current)

Marian Turowski is an author at Karlsruhe Institute of Technology specializing in forecasting, computer science, and data science.

Top concepts

EngineeringForecastingData ScienceComputer ScienceMachine LearningManagementSmart GridData MiningDeep LearningEnergy Modeling

Publications per year

2020–2023

8

Publications

8

Review of automated time series forecasting pipelines

Stefan Meisenbacher, Marian Turowski, Kaleb Phipps et al. · Wiley Interdisciplinary Reviews Data Mining and Knowledge Discovery · 2022 · 63 citations · Full text

Data-Driven Copy-Paste Imputation for Energy Time Series

Moritz Weber, Marian Turowski, Hüseyin Çakmak et al. · Repository KITopen (Karlsruhe Institute of Technology) · 2021 · 34 citations · Full text

Forecasting energy time series with profile neural networks

Benedikt Heidrich, Marian Turowski, Nicole Ludwig et al. · 2020 · 21 citations · Full text

Forecasting Methodology, Convolutional Neural Network, Deep Neural Networks +13

Using weather data in energy time series forecasting: the benefit of input data transformations

Oliver Neumann, Marian Turowski, Ralf Mikut et al. · Energy Informatics · 2023 · 19 citations · Full text

Controlling non-stationarity and periodicities in time series generation using conditional invertible neural networks

Benedikt Heidrich, Marian Turowski, Kaleb Phipps et al. · Applied Intelligence · 2022 · 15 citations · Full text

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