Miroslaw Kordos

According to our database, Miroslaw Kordos authored at least 38 papers between 2004 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2022

Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems.

Miroslaw Kordos, Marcin Blachnik, Rafal Scherer

Inf. Sci., 2022

Local Search in Selected Crossover Operators.

Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer

Proceedings of the Computational Science - ICCS 2022, 2022

Fast Solar Image Retrieval and Classification by Fuzzy Rules.

Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos

Proceedings of the IEEE International Conference on Fuzzy Systems, 2022

2020

Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic.

Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos, Agnieszka Siwocha

J. Artif. Intell. Soft Comput. Res., 2020

Fast Image Index for Database Management Engines.

Rafal Grycuk, Patryk Najgebauer, Miroslaw Kordos, Magdalena M. Scherer, Alina Marchlewska

J. Artif. Intell. Soft Comput. Res., 2020

2019

Evolutionary prototype selection for multi-output regression.

Miroslaw Kordos, Álvar Arnaiz-González, César García-Osorio

Neurocomputing, 2019

2018

Multi-Objective Evolutionary Instance Selection for Regression Tasks.

Miroslaw Kordos, Krystian Lapa

Entropy, 2018

Data Set Partitioning in Evolutionary Instance Selection.

Miroslaw Kordos, Lukasz Czepielik, Marcin Blachnik

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2018, 2018

Obtaining Pareto Front in Instance Selection with Ensembles and Populations.

Miroslaw Kordos, Marcin Wydrzynski, Krystian Lapa

Proceedings of the Artificial Intelligence and Soft Computing, 2018

Data Compression Measures for Meta-Learning Systems.

Marcin Blachnik, Miroslaw Kordos, Slawomir Golak

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2017

Increasing speed of genetic algorithm-based instance selection.

Miroslaw Kordos, Aleksandra Klos-Witkowska

Proceedings of the 9th IEEE International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications, 2017

Optimization of Evolutionary Instance Selection.

Miroslaw Kordos

Proceedings of the Artificial Intelligence and Soft Computing, 2017

2016

Reducing noise impact on MLP training - Techniques and algorithms to provide noise-robustness in MLP network training.

Miroslaw Kordos, Andrzej Rusiecki

Soft Comput., 2016

Fusion of instance selection methods in regression tasks.

Álvar Arnaiz-González, Marcin Blachnik, Miroslaw Kordos, César Ignacio García-Osorio

Inf. Fusion, 2016

Instance Selection Optimization for Neural Network Training.

Miroslaw Kordos

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

Noise reduction in regression tasks with distance, instance, attribute and density weighting.

Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik

Proceedings of the 2nd IEEE International Conference on Cybernetics, 2015

2014

Weight Update Sequence in MLP Networks.

Miroslaw Kordos, Andrzej Rusiecki, Tomasz Kaminski, Krzysztof Gren

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2014, 2014

Training Neural Networks on Noisy Data.

Andrzej Rusiecki, Miroslaw Kordos, Tomasz Kaminski, Krzysztof Gren

Proceedings of the Artificial Intelligence and Soft Computing, 2014

Bagging of Instance Selection Algorithms.

Marcin Blachnik, Miroslaw Kordos

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Improving MLP Neural Network Performance by Noise Reduction.

Miroslaw Kordos, Andrzej Rusiecki

Proceedings of the Theory and Practice of Natural Computing, 2013

Instance Selection in Logical Rule Extraction for Regression Problems.

Miroslaw Kordos, Szymon Bialka, Marcin Blachnik

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Instance Selection with Neural Networks for Regression Problems.

Miroslaw Kordos, Marcin Blachnik

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure.

Marcin Blachnik, Miroslaw Kordos, Wlodzislaw Duch

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2012, 2012

Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace.

Marcin Blachnik, Miroslaw Kordos, Tadeusz Wieczorek, Slawomir Golak

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy.

Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System.

Miroslaw Kordos, Piotr Kania, Pawel Budzyna, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees.

Marcin Blachnik, Miroslaw Kordos

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

A New Approach to Neural Network Based Stock Trading Strategy.

Miroslaw Kordos, Andrzej Cwiok

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process.

Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Simplifying SVM with Weighted LVQ Algorithm.

Marcin Blachnik, Miroslaw Kordos

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control.

Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

Temperature Prediction in Electric Arc Furnace with Neural Network Tree.

Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2011, 2011

A Hybrid System with Regression Trees in Steel-Making Process.

Miroslaw Kordos, Marcin Blachnik, Marcin Perzyk, Jacek Kozlowski, Orestes Bystrzycki, Mateusz Gródek, Adrian Byrdziak, Zenon Motyka

Proceedings of the Hybrid Artificial Intelligent Systems - 6th International Conference, 2011

2010

Do We Need Whatever More Than k-NN?

Miroslaw Kordos, Marcin Blachnik, Dawid Strzempa

Proceedings of the Artificial Intelligence and Soft Computing, 2010

Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving.

Marcin Blachnik, Adam Bukowiec, Miroslaw Kordos, Jacek Biesiada

Proceedings of the Artificial Intelligence and Soft Computing, 2010

2008

Variable step search algorithm for feedforward networks.

Miroslaw Kordos, Wlodzislaw Duch

Neurocomputing, 2008

Neural Network Regression for LHF Process Optimization.

Miroslaw Kordos

Proceedings of the Advances in Neuro-Information Processing, 15th International Conference, 2008

2004

On Some Factors Influencing MLP Error Surface.

Miroslaw Kordos, Wlodzislaw Duch

Proceedings of the Artificial Intelligence and Soft Computing, 2004