Peter Laurinec

Publication Activity (10 Years)

Years Active: 2015-2019
Publications (10 Years): 9

Top Topics

Ensemble Learning

Cluster Analysis

Electricity Consumption

Hierarchical Latent Class Models

Top Venues

NFMCP@PKDD/ECML

Publications

Peter Laurinec, Marek Lóderer, Mária Lucká, Viera Rozinajová
Density-based unsupervised ensemble learning methods for time series forecasting of aggregated or clustered electricity consumption. J. Intell. Inf. Syst. 53 (2) (2019)
Peter Laurinec, Mária Lucká
Interpretable multiple data streams clustering with clipped streams representation for the improvement of electricity consumption forecasting. Data Min. Knowl. Discov. 33 (2) (2019)
Peter Laurinec, Tomás Jarábek, Mária Lucká
Application of Parallel Genetic Algorithm for Model-Based Gaussian Cluster Analysis. IBICA (2018)
Peter Laurinec, Mária Lucká
Clustering-based forecasting method for individual consumers electricity load using time series representations. Open Comput. Sci. 8 (1) (2018)
Peter Laurinec
TSrepr R package: Time Series Representations. J. Open Source Softw. 3 (23) (2018)
Peter Laurinec, Mária Lucká
Usefulness of Unsupervised Ensemble Learning Methods for Time Series Forecasting of Aggregated or Clustered Load. NFMCP@PKDD/ECML (2017)
Peter Laurinec, Marek Lóderer, Petra Vrablecová, Mária Lucká, Viera Rozinajová, Anna Bou Ezzeddine
Adaptive Time Series Forecasting of Energy Consumption Using Optimized Cluster Analysis. ICDM Workshops (2016)
Anna Bou Ezzeddine, Marek Lóderer, Peter Laurinec, Petra Vrablecová, Viera Rozinajová, Mária Lucká, Peter Lacko, Gabriela Grmanová
Using biologically inspired computing to effectively improve prediction models. Int. J. Hybrid Intell. Syst. 13 (2) (2016)
Gabriela Grmanová, Viera Rozinajová, Anna Bou Ezzeddine, Mária Lucká, Peter Lacko, Marek Lóderer, Petra Vrablecová, Peter Laurinec
Application of Biologically Inspired Methods to Improve Adaptive Ensemble Learning. NaBIC (2015)