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Grzegorz Dudek
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Pattern-based local linear regression models for short-term load forecasting
G Dudek
Electric Power Systems Research 130, 139-147, 2016
3032016
Short-term load forecasting using random forests
G Dudek
Intelligent Systems' 2014: Proceedings of the 7th IEEE International …, 2015
2472015
A hybrid residual dilated LSTM and exponential smoothing model for midterm electric load forecasting
G Dudek, P Pełka, S Smyl
IEEE Transactions on Neural Networks and Learning Systems 33 (7), 2879-2891, 2021
1312021
N-BEATS neural network for mid-term electricity load forecasting
BN Oreshkin, G Dudek, P Pełka, E Turkina
Applied Energy 293, 116918, 2021
1302021
Neural networks for pattern-based short-term load forecasting: A comparative study
G Dudek
Neurocomputing 205, 64-74, 2016
1162016
Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting
G Dudek
International Journal of Forecasting 32 (3), 1057-1060, 2016
1012016
An artificial immune system for classification with local feature selection
G Dudek
IEEE Transactions on Evolutionary Computation 16 (6), 847-860, 2012
912012
Unit commitment by genetic algorithm with specialized search operators
G Dudek
Electric Power Systems Research 72 (3), 299-308, 2004
862004
Multilayer perceptron for short-term load forecasting: from global to local approach
G Dudek
Neural Computing and Applications 32 (8), 3695-3707, 2020
662020
Pattern similarity-based methods for short-term load forecasting–Part 1: Principles
G Dudek
Applied Soft Computing 37, 277-287, 2015
662015
Artificial immune system with local feature selection for short-term load forecasting
G Dudek
IEEE Transactions on Evolutionary Computation 21 (1), 116-130, 2016
572016
Adaptive simulated annealing schedule to the unit commitment problem
G Dudek
Electric Power Systems Research 80 (4), 465-472, 2010
572010
Forecasting time series with multiple seasonal cycles using neural networks with local learning
G Dudek
Artificial Intelligence and Soft Computing: 12th International Conference …, 2013
512013
Pattern similarity-based methods for short-term load forecasting–Part 2: Models
G Dudek
Applied Soft Computing 36, 422-441, 2015
502015
Generating random weights and biases in feedforward neural networks with random hidden nodes
G Dudek
Information sciences 481, 33-56, 2019
472019
Pattern similarity-based machine learning methods for mid-term load forecasting: A comparative study
G Dudek, P Pełka
Applied Soft Computing 104, 107223, 2021
442021
Artificial immune system for short-term electric load forecasting
G Dudek
Artificial Intelligence and Soft Computing–ICAISC 2008: 9th International …, 2008
352008
Genetic algorithm with binary representation of generating unit start-up and shut-down times for the unit commitment problem
G Dudek
Expert Systems with Applications 40 (15), 6080-6086, 2013
312013
A comprehensive study of random forest for short-term load forecasting
G Dudek
Energies 15 (20), 7547, 2022
282022
Analysis of smart meter data for electricity consumers
G Dudek, A Gawlak, M Kornatka, J Szkutnik
2018 15th International Conference on the European Energy Market (EEM), 1-5, 2018
272018
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