Peter Laurinec

Incremental Ensemble Learning for Electricity Load Forecasting

Gabriela Grmanová, Peter Laurinec, Viera Rozinajová et al. · Acta Polytechnica Hungarica · 2016 · 39 citations · Full text

Interpretable multiple data streams clustering with clipped streams representation for the improvement of electricity consumption forecasting

Peter Laurinec, Mária Lucká · Data Mining and Knowledge Discovery · 2018 · 32 citations

Cluster Computing, Engineering, Smart Grid +15

Density-based unsupervised ensemble learning methods for time series forecasting of aggregated or clustered electricity consumption

Peter Laurinec, Marek Lóderer, Mária Lucká et al. · Journal of Intelligent Information Systems · 2019 · 30 citations

Forecasting Methodology, Probabilistic Forecasting, Engineering +12

TSrepr R package: Time Series Representations

Peter Laurinec · The Journal of Open Source Software · 2018 · 27 citations · Full text

Engineering, Data Science, Temporal Pattern Recognition +4

Energy load forecast using S2S deep neural networks with k-Shape clustering

Tomáš Jarábek, Peter Laurinec, Mária Lucká · 2017 · 23 citations

Engineering, Machine Learning, Energy Efficiency +19