Concepedia

Sumeyra Demir

SD

4

Publications

158

Citations

4

H-Index

2009

Active since

Affiliations

Eindhoven University of Technology(Current)

University of St Andrews

Sumeyra Demir is an author at Eindhoven University of Technology specializing in business, econometrics, and predictive analytics.

Top concepts

FinanceBusinessSmart GridStatisticsEngineeringForecastingData ScienceEconometricsMachine LearningBusiness Analytics

Publications per year

2009–2022

4

Publications

4

Data augmentation for time series regression: Applying transformations, autoencoders and adversarial networks to electricity price forecasting

Sumeyra Demir, Krystof Mincev, Koen Kok et al. · Applied Energy · 2021 · 98 citations · Full text

Introducing Technical Indicators to Electricity Price Forecasting: A Feature Engineering Study for Linear, Ensemble, and Deep Machine Learning Models

Sumeyra Demir, Krystof Mincev, Koen Kok et al. · Applied Sciences · 2019 · 30 citations · Full text

Forecasting Methodology, Engineering, Machine Learning +20

Statistical arbitrage trading on the intraday market using the asynchronous advantage actor–critic method

Sumeyra Demir, Bart Stappers, Koen Kok et al. · Applied Energy · 2022 · 20 citations · Full text

Image processing and machine learning for diagnostic analysis of microcirculation

Sumeyra Demir, Nazanin Mirshahi, Mohamad Hakam Tiba et al. · 2009 · 10 citations

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