Sotiris Pelekis | DeepAI

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Featured Co-authors

Dimitris Askounis
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Evangelos Spiliotis
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Evangelos Karakolis
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Francesca Santori
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John Psarras
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Francisco Silva
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Theodosios Pountridis
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Angelos Pipergias
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Mohammad Ghoreishi
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George Kormpakis
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research

∙ 07/28/2023

DeepTSF: Codeless machine learning operations for time series forecasting

This paper presents DeepTSF, a comprehensive machine learning operations...

0 Sotiris Pelekis, et al. ∙

research

∙ 03/01/2023

Towards a real-time demand response framework for smart communities using clustering techniques

The present study explores the use of clustering techniques for the desi...

0 Sotiris Pelekis, et al. ∙

research

∙ 02/25/2023

In Search of Deep Learning Architectures for Load Forecasting: A Comparative Analysis and the Impact of the Covid-19 Pandemic on Model Performance

In power grids, short-term load forecasting (STLF) is crucial as it cont...

0 Sotiris Pelekis, et al. ∙

research

∙ 02/23/2023

A comparative assessment of deep learning models for day-ahead load forecasting: Investigating key accuracy drivers

Short-term load forecasting (STLF) is vital for the daily operation of p...

0 Sotiris Pelekis, et al. ∙