Miroslaw Kordos

Publication Activity (10 Years)

Years Active: 2004-2022
Publications (10 Years): 15

Top Topics

Noise Reduction

Genetic Algorithm

Top Venues

J. Artif. Intell. Soft Comput. Res.

Publications

Miroslaw Kordos, Marcin Blachnik, Rafal Scherer
Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems. Inf. Sci. 587 (2022)
Miroslaw Kordos, Rafal Kulka, Tomasz Steblik, Rafal Scherer
Local Search in Selected Crossover Operators. ICCS (3) (2022)
Rafal Grycuk, Marcin Korytkowski, Rafal Scherer, Pawel Drozda, Wei Wei, Miroslaw Kordos
Fast Solar Image Retrieval and Classification by Fuzzy Rules. FUZZ-IEEE (2022)
Marcin Korytkowski, Roman Senkerik, Magdalena M. Scherer, Rafal A. Angryk, Miroslaw Kordos, Agnieszka Siwocha
Efficient Image Retrieval by Fuzzy Rules from Boosting and Metaheuristic. J. Artif. Intell. Soft Comput. Res. 10 (1) (2020)
Rafal Grycuk, Patryk Najgebauer, Miroslaw Kordos, Magdalena M. Scherer, Alina Marchlewska
Fast Image Index for Database Management Engines. J. Artif. Intell. Soft Comput. Res. 10 (2) (2020)
Miroslaw Kordos, Álvar Arnaiz-González, César García-Osorio
Evolutionary prototype selection for multi-output regression. Neurocomputing 358 (2019)
Miroslaw Kordos, Lukasz Czepielik, Marcin Blachnik
Data Set Partitioning in Evolutionary Instance Selection. IDEAL (1) (2018)
Miroslaw Kordos, Marcin Wydrzynski, Krystian Lapa
Obtaining Pareto Front in Instance Selection with Ensembles and Populations. ICAISC (1) (2018)
Miroslaw Kordos, Krystian Lapa
Multi-Objective Evolutionary Instance Selection for Regression Tasks. Entropy 20 (10) (2018)
Marcin Blachnik, Miroslaw Kordos, Slawomir Golak
Data Compression Measures for Meta-Learning Systems. FedCSIS (2018)
Miroslaw Kordos
Optimization of Evolutionary Instance Selection. ICAISC (1) (2017)
Miroslaw Kordos, Aleksandra Klos-Witkowska
Increasing speed of genetic algorithm-based instance selection. IDAACS (2017)
Álvar Arnaiz-González, Marcin Blachnik, Miroslaw Kordos, César Ignacio García-Osorio
Fusion of instance selection methods in regression tasks. Inf. Fusion 30 (2016)
Miroslaw Kordos, Andrzej Rusiecki
Reducing noise impact on MLP training - Techniques and algorithms to provide noise-robustness in MLP network training. Soft Comput. 20 (1) (2016)
Miroslaw Kordos
Instance Selection Optimization for Neural Network Training. ICAISC (1) (2016)
Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik
Noise reduction in regression tasks with distance, instance, attribute and density weighting. CYBCONF (2015)
Miroslaw Kordos, Andrzej Rusiecki, Tomasz Kaminski, Krzysztof Gren
Weight Update Sequence in MLP Networks. IDEAL (2014)
Andrzej Rusiecki, Miroslaw Kordos, Tomasz Kaminski, Krzysztof Gren
Training Neural Networks on Noisy Data. ICAISC (1) (2014)
Marcin Blachnik, Miroslaw Kordos
Bagging of Instance Selection Algorithms. ICAISC (2) (2014)
Miroslaw Kordos, Szymon Bialka, Marcin Blachnik
Instance Selection in Logical Rule Extraction for Regression Problems. ICAISC (2) (2013)
Miroslaw Kordos, Andrzej Rusiecki
Improving MLP Neural Network Performance by Noise Reduction. TPNC (2013)
Miroslaw Kordos, Piotr Kania, Pawel Budzyna, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak
Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System. HAIS (2) (2012)
Marcin Blachnik, Miroslaw Kordos
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees. HAIS (1) (2012)
Marcin Blachnik, Miroslaw Kordos, Tadeusz Wieczorek, Slawomir Golak
Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace. ICAISC (2) (2012)
Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy. HAIS (1) (2012)
Marcin Blachnik, Miroslaw Kordos, Wlodzislaw Duch
Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure. ICANN (2) (2012)
Miroslaw Kordos, Marcin Blachnik
Instance Selection with Neural Networks for Regression Problems. ICANN (2) (2012)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak
Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control. ICCCI (1) (2011)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek
Temperature Prediction in Electric Arc Furnace with Neural Network Tree. ICANN (2) (2011)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek
Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process. IDEAL (2011)
Miroslaw Kordos, Andrzej Cwiok
A New Approach to Neural Network Based Stock Trading Strategy. IDEAL (2011)
Miroslaw Kordos, Marcin Blachnik, Marcin Perzyk, Jacek Kozlowski, Orestes Bystrzycki, Mateusz Gródek, Adrian Byrdziak, Zenon Motyka
A Hybrid System with Regression Trees in Steel-Making Process. HAIS (1) (2011)
Marcin Blachnik, Miroslaw Kordos
Simplifying SVM with Weighted LVQ Algorithm. IDEAL (2011)
Marcin Blachnik, Adam Bukowiec, Miroslaw Kordos, Jacek Biesiada
Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving. ICAISC (1) (2010)
Miroslaw Kordos, Marcin Blachnik, Dawid Strzempa
Do We Need Whatever More Than k-NN? ICAISC (1) (2010)
Miroslaw Kordos, Wlodzislaw Duch
Variable step search algorithm for feedforward networks. Neurocomputing 71 (13-15) (2008)
Miroslaw Kordos
Neural Network Regression for LHF Process Optimization. ICONIP (2) (2008)
Miroslaw Kordos, Wlodzislaw Duch
On Some Factors Influencing MLP Error Surface. ICAISC (2004)