Peter Laurinec

According to our database, Peter Laurinec authored at least 9 papers between 2015 and 2019.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2019

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

Peter Laurinec, Marek Lóderer, Mária Lucká, Viera Rozinajová

J. Intell. Inf. Syst., 2019

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

Peter Laurinec, Mária Lucká

Data Min. Knowl. Discov., 2019

2018

TSrepr R package: Time Series Representations.

Peter Laurinec

J. Open Source Softw., 2018

Clustering-based forecasting method for individual consumers electricity load using time series representations.

Peter Laurinec, Mária Lucká

Open Comput. Sci., 2018

Application of Parallel Genetic Algorithm for Model-Based Gaussian Cluster Analysis.

Peter Laurinec, Tomás Jarábek, Mária Lucká

Proceedings of the Innovations in Bio-Inspired Computing and Applications, 2018

2017

Usefulness of Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Load.

Peter Laurinec, Mária Lucká

Proceedings of the New Frontiers in Mining Complex Patterns - 6th International Workshop, 2017

2016

Using biologically inspired computing to effectively improve prediction models.

Anna Bou Ezzeddine, Marek Lóderer, Peter Laurinec, Petra Vrablecová, Viera Rozinajová, Mária Lucká, Peter Lacko, Gabriela Grmanová

Int. J. Hybrid Intell. Syst., 2016

Adaptive Time Series Forecasting of Energy Consumption Using Optimized Cluster Analysis.

Peter Laurinec, Marek Lóderer, Petra Vrablecová, Mária Lucká, Viera Rozinajová, Anna Bou Ezzeddine

Proceedings of the IEEE International Conference on Data Mining Workshops, 2016

2015

Application of Biologically Inspired Methods to Improve Adaptive Ensemble Learning.

Gabriela Grmanová, Viera Rozinajová, Anna Bou Ezzeddine, Mária Lucká, Peter Lacko, Marek Lóderer, Petra Vrablecová, Peter Laurinec

Proceedings of the Advances in Nature and Biologically Inspired Computing, 2015