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Grzegorz Dudek
Tytuł
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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
2192016
Short-term load forecasting using random forests
G Dudek
Intelligent Systems' 2014, 821-828, 2015
1612015
Neural networks for pattern-based short-term load forecasting: A comparative study
G Dudek
Neurocomputing 205, 64-74, 2016
942016
Unit commitment by genetic algorithm with specialized search operators
G Dudek
Electric Power Systems Research 72 (3), 299-308, 2004
852004
Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting
G Dudek
International Journal of Forecasting 32 (3), 1057-1060, 2016
792016
An artificial immune system for classification with local feature selection
G Dudek
IEEE Transactions on Evolutionary Computation 16 (6), 847-860, 2012
792012
Adaptive simulated annealing schedule to the unit commitment problem
G Dudek
Electric Power Systems Research 80 (4), 465-472, 2010
552010
Pattern similarity-based methods for short-term load forecasting–Part 1: Principles
G Dudek
Applied Soft Computing 37, 277-287, 2015
542015
Artificial immune system with local feature selection for short-term load forecasting
G Dudek
IEEE Transactions on Evolutionary Computation 21 (1), 116-130, 2016
502016
Pattern similarity-based methods for short-term load forecasting–Part 2: Models
G Dudek
Applied Soft Computing 36, 422-441, 2015
432015
Multilayer perceptron for short-term load forecasting: from global to local approach
G Dudek
Neural Computing and Applications 32 (8), 3695-3707, 2020
382020
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, 2021
362021
Forecasting time series with multiple seasonal cycles using neural networks with local learning
G Dudek
International conference on artificial intelligence and soft computing, 52-63, 2013
342013
Artificial immune system for short-term electric load forecasting
G Dudek
International Conference on Artificial Intelligence and Soft Computing, 1007 …, 2008
332008
Generating random weights and biases in feedforward neural networks with random hidden nodes
G Dudek
Information sciences 481, 33-56, 2019
292019
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
262013
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
182018
Tournament searching method to feature selection problem
G Dudek
International Conference on Artificial Intelligence and Soft Computing, 437-444, 2010
182010
Genetic algorithm with integer representation of unit start‐up and shut‐down times for the unit commitment problem
G Dudek
European Transactions on Electrical Power 17 (5), 500-511, 2007
182007
Medium-term electric energy demand forecasting using Nadaraya-Watson estimator
G Dudek, P Pelka
2017 18th International Scientific Conference on Electric Power Engineering …, 2017
172017
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