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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
3402016
Short-term load forecasting using random forests
G Dudek
Intelligent Systems' 2014: Proceedings of the 7th IEEE International …, 2015
2822015
N-BEATS neural network for mid-term electricity load forecasting
BN Oreshkin, G Dudek, P Pełka, E Turkina
Applied Energy 293, 116918, 2021
1982021
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
1742021
Neural networks for pattern-based short-term load forecasting: A comparative study
G Dudek
Neurocomputing 205, 64-74, 2016
1222016
Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting
G Dudek
International Journal of Forecasting 32 (3), 1057-1060, 2016
1102016
An artificial immune system for classification with local feature selection
G Dudek
IEEE Transactions on Evolutionary Computation 16 (6), 847-860, 2012
962012
Unit commitment by genetic algorithm with specialized search operators
G Dudek
Electric Power Systems Research 72 (3), 299-308, 2004
892004
Multilayer perceptron for short-term load forecasting: from global to local approach
G Dudek
Neural Computing and Applications 32 (8), 3695-3707, 2020
772020
Pattern similarity-based methods for short-term load forecasting–Part 1: Principles
G Dudek
Applied Soft Computing 37, 277-287, 2015
682015
Adaptive simulated annealing schedule to the unit commitment problem
G Dudek
Electric Power Systems Research 80 (4), 465-472, 2010
602010
A comprehensive study of random forest for short-term load forecasting
G Dudek
Energies 15 (20), 7547, 2022
592022
Artificial immune system with local feature selection for short-term load forecasting
G Dudek
IEEE Transactions on Evolutionary Computation 21 (1), 116-130, 2016
582016
Pattern similarity-based machine learning methods for mid-term load forecasting: A comparative study
G Dudek, P Pełka
Applied Soft Computing 104, 107223, 2021
552021
Forecasting time series with multiple seasonal cycles using neural networks with local learning
G Dudek
Artificial Intelligence and Soft Computing: 12th International Conference …, 2013
552013
Pattern similarity-based methods for short-term load forecasting–Part 2: Models
G Dudek
Applied Soft Computing 36, 422-441, 2015
532015
Generating random weights and biases in feedforward neural networks with random hidden nodes
G Dudek
Information sciences 481, 33-56, 2019
522019
Artificial immune system for short-term electric load forecasting
G Dudek
Artificial Intelligence and Soft Computing–ICAISC 2008: 9th International …, 2008
342008
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
332018
ES-dRNN: a hybrid exponential smoothing and dilated recurrent neural network model for short-term load forecasting
S Smyl, G Dudek, P Pełka
IEEE transactions on neural networks and learning systems, 2023
312023
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