Marcin Blachnik

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 12

Top Topics

Instance Selection

Top Venues

Publications

Marcin Blachnik, Roman Przylucki, Slawomir Golak, Piotr Sciegienka, Tadeusz Wieczorek
On the Development of a Digital Twin for Underwater UXO Detection Using Magnetometer-Based Data in Application for the Training Set Generation for Machine Learning Models. Sensors 23 (15) (2023)
Marcin Blachnik, Piotr Sciegienka, Daniel Dabrowski
Preliminary Study on Unexploded Ordnance Classification in Underwater Environment Based on the Raw Magnetometry Data. IDEAL (2023)
Miroslaw Kordos, Marcin Blachnik, Rafal Scherer
Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems. Inf. Sci. 587 (2022)
Marcin Blachnik, Joanna Henzel
Estimating the Performance Indicators of Promotion Efficiency in FMCG Retail. ICONIP (2) (2020)
Marcin Blachnik, Marek Soltysiak, Dominika Dabrowska
Predicting Presence of Amphibian Species Using Features Obtained from GIS and Satellite Images. ISPRS Int. J. Geo Inf. 8 (3) (2019)
Marcin Blachnik
Ensembles of instance selection methods: A comparative study. Int. J. Appl. Math. Comput. Sci. 29 (1) (2019)
Miroslaw Kordos, Lukasz Czepielik, Marcin Blachnik
Data Set Partitioning in Evolutionary Instance Selection. IDEAL (1) (2018)
Slawomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek
New Architecture of Correlated Weights Neural Network for Global Image Transformations. ICANN (2) (2018)
Marcin Blachnik, Miroslaw Kordos, Slawomir Golak
Data Compression Measures for Meta-Learning Systems. FedCSIS (2018)
Marcin Blachnik
Instance Selection for Classifier Performance Estimation in Meta Learning. Entropy 19 (11) (2017)
Álvar Arnaiz-González, Marcin Blachnik, Miroslaw Kordos, César Ignacio García-Osorio
Fusion of instance selection methods in regression tasks. Inf. Fusion 30 (2016)
Marcin Blachnik
On the Relation Between kNN Accuracy and Dataset Compression Level. ICAISC (1) (2016)
Marcin Blachnik
Reducing Time Complexity of SVM Model by LVQ Data Compression. ICAISC (1) (2015)
Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik
Noise reduction in regression tasks with distance, instance, attribute and density weighting. CYBCONF (2015)
Marcin Blachnik, Miroslaw Kordos
Bagging of Instance Selection Algorithms. ICAISC (2) (2014)
Marcin Blachnik
Ensembles of Instance Selection Methods based on Feature Subset. KES (2014)
Miroslaw Kordos, Szymon Bialka, Marcin Blachnik
Instance Selection in Logical Rule Extraction for Regression Problems. ICAISC (2) (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)
Marcin Blachnik, Wlodzislaw Duch, Tomasz Maszczyk
Feature Ranking Methods Used for Selection of Prototypes. ICANN (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, Przemyslaw Glomb
Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition. ICAISC (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)
Marcin Blachnik, Wlodzislaw Duch
LVQ algorithm with instance weighting for generation of prototype-based rules. Neural Networks 24 (8) (2011)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek
Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process. 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, Wlodzislaw Duch
Improving Accuracy of LVQ Algorithm by Instance Weighting. ICANN (3) (2010)
Adam Kachel, Jacek Biesiada, Marcin Blachnik, Wlodzislaw Duch
Infosel++: Information Based Feature Selection C++ Library. ICAISC (1) (2010)
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)
Marcin Blachnik, Tadeusz Wieczorek, Krystian Maczka, Grzegorz Kopec
Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods. ICONIP (2) (2010)
Marcin Blachnik, Krystian Maczka, Tadeusz Wieczorek
A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF). ICAISC (2) (2010)
Miroslaw Kordos, Marcin Blachnik, Dawid Strzempa
Do We Need Whatever More Than k-NN? ICAISC (1) (2010)
Marcin Blachnik, Wlodzislaw Duch
Building Localized Basis Function Networks Using Context Dependent Clustering. ICANN (1) (2008)
Tadeusz Wieczorek, Marcin Blachnik, Krystian Maczka
Building a Model for Time Reduction of Steel Scrap Meltdown in the Electric Arc Furnace (EAF): General Strategy with a Comparison of Feature Selection Methods. ICAISC (2008)
Marcin Blachnik, Jorma Laaksonen
Image Classification by Histogram Features Created with Learning Vector Quantization. ICANN (1) (2008)
Marcin Blachnik, Wlodzislaw Duch
Prototype-Based Threshold Rules. ICONIP (3) (2006)
Marcin Blachnik, Wlodzislaw Duch, Tadeusz Wieczorek
Selection of Prototype Rules: Context Searching Via Clustering. ICAISC (2006)
Wlodzislaw Duch, Marcin Blachnik
Fuzzy Rule-Based Systems Derived from Similarity to Prototypes. ICONIP (2004)