Grzegorz Dudek

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Pattern-based local linear regression models for short-term load forecasting

Grzegorz Dudek, 2016 .

Simulated Annealing Combined with Evolutionary Algorithm to Unit Commitment Problem

Grzegorz Dudek, 2013 .

New Methods of Generating Random Parameters in Feedforward Neural Networks with Random Hidden Nodes

Grzegorz Dudek, 2019 .

STD: A Seasonal-Trend-Dispersion Decomposition of Time Series

Grzegorz Dudek, 2022, IEEE Transactions on Knowledge and Data Engineering.

Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting

Slawek Smyl, Grzegorz Dudek, Paweł Pełka, 2022, SSRN Electronic Journal.

Adaptive simulated annealing schedule to the unit commitment problem

Grzegorz Dudek, Grzegorz Dudek, 2010 .

Unit commitment by genetic algorithm with specialized search operators

Grzegorz Dudek, Grzegorz Dudek, 2004 .

A Hybrid Residual Dilated LSTM end Exponential Smoothing Model for Mid-Term Electric Load Forecasting

Grzegorz Dudek, Pawel Pelka, Slawek Smyl, 2020, ArXiv.

Genetic algorithm with binary representation of generating unit start-up and shut-down times for the unit commitment problem

Grzegorz Dudek, Grzegorz Dudek, 2013, Expert Syst. Appl..

Multilayer perceptron for GEFCom2014 probabilistic electricity price forecasting

Grzegorz Dudek, Grzegorz Dudek, 2016 .

N-BEATS neural network for mid-term electricity load forecasting

Boris N. Oreshkin, Grzegorz Dudek, Paweł Pełka, 2020, ArXiv.

Intelligent Forecasting and Optimization in Electrical Power Systems: Advances in Models and Applications

Grzegorz Dudek, Paweł Piotrowski, D. Baczyński, 2023, Energies.

Short-Term Load Forecasting Using Random Forests

Grzegorz Dudek, Grzegorz Dudek, 2014, IEEE Conf. on Intelligent Systems.

3ETS+RD-LSTM: A New Hybrid Model for Electrical Energy Consumption Forecasting

Grzegorz Dudek, Pawel Pelka, Slawek Smyl, 2020, ICONIP.

Forecasting Time Series with Multiple Seasonal Cycles Using Neural Networks with Local Learning

Grzegorz Dudek, Grzegorz Dudek, 2013, ICAISC.

Artificial Immune System for Forecasting Time Series with Multiple Seasonal Cycles

Grzegorz Dudek, Grzegorz Dudek, 2013, Trans. Comput. Collect. Intell..

ES-dRNN: A Hybrid Exponential Smoothing and Dilated Recurrent Neural Network Model for Short-Term Load Forecasting pdf

Grzegorz Dudek, Pawel Pelka, Slawek Smyl, 2021, IEEE transactions on neural networks and learning systems.

Daily load curves in distribution networks — Analysis of diversity and outlier detection

J. Szkutnik, Grzegorz Dudek, 2017, 2017 18th International Scientific Conference on Electric Power Engineering (EPE).

A Method of Generating Random Weights and Biases in Feedforward Neural Networks with Random Hidden Nodes

Grzegorz Dudek, Grzegorz Dudek, 2017, Inf. Sci..

A Comprehensive Study of Random Forest for Short-Term Load Forecasting

Grzegorz Dudek, 2022, Energies.

Forecasting methods for balancing energy market in Poland

Grzegorz Dudek, Jacek Łyp, Tomasz Popławski, 2015 .

Probabilistic Forecasting of Electricity Prices Using Kernel Regression

Grzegorz Dudek, Grzegorz Dudek, 2018, 2018 15th International Conference on the European Energy Market (EEM).

Artificial Immune System With Local Feature Selection for Short-Term Load Forecasting

Grzegorz Dudek, Grzegorz Dudek, 2017, IEEE Transactions on Evolutionary Computation.

Classification Tree for Material Defect Detection Using Active Thermography

Grzegorz Dudek, Sebastian Dudzik, Grzegorz Dudek, 2017, ISAT.

Combining Forecasts of Time Series with Complex Seasonality Using LSTM-Based Meta-Learning

Grzegorz Dudek, 2023, ITISE 2023.

Grzegorz Dudek, Paweł Pełka, 2020, Appl. Soft Comput..

Multilayer perceptron for short-term load forecasting: from global to local approach

Grzegorz Dudek, Grzegorz Dudek, 2019, Neural Computing and Applications.

Pattern-Based Forecasting Monthly Electricity Demand Using Multilayer Perceptron

Grzegorz Dudek, Pawel Pelka, Grzegorz Dudek, 2019, ICAISC.

Neural networks for pattern-based short-term load forecasting: A comparative study

Grzegorz Dudek, Grzegorz Dudek, 2016, Neurocomputing.

Grzegorz Dudek, Grzegorz Dudek, 2015, Appl. Soft Comput..

Short-term load cross-forecasting using pattern-based neural models

Grzegorz Dudek, Grzegorz Dudek, 2015, 2015 16th International Scientific Conference on Electric Power Engineering (EPE).

Autoencoder based Randomized Learning of Feedforward Neural Networks for Regression

Grzegorz Dudek, Grzegorz Dudek, 2021, 2021 International Joint Conference on Neural Networks (IJCNN).

An Artificial Immune System for Classification With Local Feature Selection

Grzegorz Dudek, Grzegorz Dudek, 2012, IEEE Transactions on Evolutionary Computation.

N-BEATS neural network for mid-term electricity load forecasting

Boris N. Oreshkin, E. Turkina, Grzegorz Dudek, 2021, Applied Energy.

Tournament Searching Method for Optimization of the Forecasting Model Based on the Nadaraya-Watson Estimator

Grzegorz Dudek, Grzegorz Dudek, 2014, ICAISC.

Next day electric load curve forecasting using k-means clustering

Grzegorz Dudek, Grzegorz Dudek, 2011 .

Grzegorz Dudek, Grzegorz Dudek, 2010 .

Artificial Immune System for Short-Term Electric Load Forecasting

Grzegorz Dudek, Grzegorz Dudek, 2006, ICAISC.

Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study

Slawek Smyl, Grzegorz Dudek, Paweł Pełka, 2022, ArXiv.

Electricity demand prediction by multi-agent system with history-based weighting

Grzegorz Dudek, Artur Opalinski, Grzegorz Dudek, 2016, 2016 17th International Scientific Conference on Electric Power Engineering (EPE).

Grzegorz Dudek, Grzegorz Dudek, 2015, Appl. Soft Comput..

Short-Term Load Forecasting Based on Kernel Conditional Density Estimation

Grzegorz Dudek, Grzegorz Dudek, 2010 .

Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting

Grzegorz Dudek, 2022, ICCS.

A comparison of the neural gas and self organizing map methods for next day load curve forecasting

Grzegorz Dudek, Grzegorz Dudek, 2009 .

Tournament Searching Method to Feature Selection Problem

Grzegorz Dudek, Grzegorz Dudek, 2010, ICAISC.