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Dudek, Grzegorz
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ResearcherID: A-8730-2017
URL: http://www.researcherid.com/rid/A-8730-2017
Subject: Computer Science
Keywords: data mining; computational intelligence; neural networks; pattern recogintion; time series forecasting; power engineering; evolutionary algorithms
ORCID: http://orcid.org/0000-0002-2285-0327
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This list contains papers that I have authored.

publication(s)  
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1.  Title: Electricity demand prediction by multi-agent system with history-based weighting
 Author(s): Opalinski, Artur; Dudek, Grzegorz; IEEE
 Source: 2016 17th International Scientific Conference on Electric Power Engineering (Epe) Pages: 53-57 Published: 2016
 Times Cited: 0
added
16-Jan-17
2.  Title: Heterogeneous Ensembles for Short-Term Electricity Demand Forecasting
 Author(s): Dudek, Grzegorz; IEEE
 Source: 2016 17th International Scientific Conference on Electric Power Engineering (Epe) Pages: 21-26 Published: 2016
 Times Cited: 0
added
16-Jan-17
3.  Title: Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting
 Author(s): Dudek, Grzegorz
 Source: International Journal of Forecasting Volume: 32 Issue: 3 Pages: 1057-1060 Published: JUL-SEP 2016
 Times Cited: 3
 DOI: 10.1016/j.ijforecast.2015.11.009
added
16-Jan-17
4.  Title: Neural networks for pattern-based short-term load forecasting: A comparative study
 Author(s): Dudek, Grzegorz
 Source: Neurocomputing Volume: 205 Pages: 64-74 Published: SEP 12 2016
 Times Cited: 6
 DOI: 10.1016/j.neucom.2016.04.021
added
16-Jan-17
5.  Title: Pattern-based local linear regression models for short-term load forecasting
 Author(s): Dudek, Grzegorz
 Source: Electric Power Systems Research Volume: 130 Pages: 139-147 Published: JAN 2016
 Times Cited: 16
 DOI: 10.1016/j.epsr.2015.09.001
added
16-Jan-17
6.  Title: Extreme Learning Machine for Function Approximation - Interval Problem of Input Weights and Biases
 Author(s): Dudek, Grzegorz; Jedrzejowicz, P; Nguyen, NT; et al.
 Source: 2015 Ieee 2nd International Conference on Cybernetics (Cybconf) Pages: 62-67 Published: 2015
 Times Cited: 2
added
16-Jan-17
7.  Title: Forecasting methods for balancing energy market in Poland
 Author(s): Poplawski, Tomasz; Dudek, Grzegorz; Lyp, Jacek
 Source: International Journal of Electrical Power & Energy Systems Volume: 65 Pages: 94-101 Published: FEB 2015
 Times Cited: 1
 DOI: 10.1016/j.ijepes.2014.09.029
added
16-Jan-17
8.  Title: Generalized Regression Neural Network for Forecasting Time Series with Multiple Seasonal Cycles
 Author(s): Dudek, Grzegorz; Filev, D; Jablkowski, J; et al.
 Source: Intelligent Systems'2014, Vol 2: Tools, Architectures, Systems, Applications Volume: 323 Pages: 839-846 Published: 2015
 Times Cited: 1
 DOI: 10.1007/978-3-319-11310-4_73
added
16-Jan-17
9.  Title: Pattern similarity-based methods for short-term load forecasting - Part 2: Models
 Author(s): Dudek, Grzegorz
 Source: Applied Soft Computing Volume: 36 Pages: 422-441 Published: NOV 2015
 Times Cited: 7
 DOI: 10.1016/j.asoc.2015.07.035
added
16-Jan-17
10.  Title: Pattern similarity-based methods for short-term load forecasting Part 1: Principles
 Author(s): Dudek, Grzegorz
 Source: Applied Soft Computing Volume: 37 Pages: 277-287 Published: DEC 2015
 Times Cited: 7
 DOI: 10.1016/j.asoc.2015.08.040
added
16-Jan-17
publication(s)  
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