Marcin Blachnik

51 papers B 3C 5Misc 2Journal 9Unranked 30
YearRankTypeTitle / Venue / Authors
2025 C conf
Comparison of Large Language Models Supporting the Polish Language in Terms of Faithfulness in Retrieval-Augmented Generation Applications.
FedCSIS
Marcin Blachnik, Jakub Chmielewski
2025 J jnl
Meta-Instance Selection. Instance Selection as a Classification Problem with Meta-Features.
CoRR
Marcin Blachnik, Piotr Cieplinski
2025 — conf
Multiple-Meta-Instance Selection. Combining the Properties of Many Instance-Selection Methods.
ICCS (2)
Marcin Blachnik, Piotr Cieplinski, Daniel Dabrowski
2025 — conf
Prototype-Pairs Decomposition for Extracting Simple and Meaningful Rules.
ICCS (4)
Marcin Blachnik, Miroslaw Kordos, Daniel Dabrowski
2024 J jnl
On the Development of an Acoustic Image Dataset for Unexploded Ordnance Classification Using Front-Looking Sonar and Transfer Learning Methods.
Sensors
Piotr Sciegienka, Marcin Blachnik
2023 J jnl
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
Marcin Blachnik, Roman Przylucki, Slawomir Golak, Piotr Sciegienka, Tadeusz Wieczorek
2023 C conf
Preliminary Study on Unexploded Ordnance Classification in Underwater Environment Based on the Raw Magnetometry Data.
IDEAL
Marcin Blachnik, Piotr Sciegienka, Daniel Dabrowski
2022 J jnl
Fuzzy clustering decomposition of genetic algorithm-based instance selection for regression problems.
Inf. Sci.
Miroslaw Kordos, Marcin Blachnik, Rafal Scherer
2020 — conf
Estimating the Performance Indicators of Promotion Efficiency in FMCG Retail.
ICONIP (2)
Marcin Blachnik, Joanna Henzel
2019 J jnl
Ensembles of instance selection methods: A comparative study.
Int. J. Appl. Math. Comput. Sci.
Marcin Blachnik
2019 J jnl
Predicting Presence of Amphibian Species Using Features Obtained from GIS and Satellite Images.
ISPRS Int. J. Geo Inf.
Marcin Blachnik, Marek Soltysiak, Dominika Dabrowska
2018 C conf
Data Compression Measures for Meta-Learning Systems.
FedCSIS
Marcin Blachnik, Miroslaw Kordos, Slawomir Golak
2018 — conf
Data Set Partitioning in Evolutionary Instance Selection.
IDEAL (1)
Miroslaw Kordos, Lukasz Czepielik, Marcin Blachnik
2018 — conf
New Architecture of Correlated Weights Neural Network for Global Image Transformations.
ICANN (2)
Slawomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek
2017 J jnl
Instance Selection for Classifier Performance Estimation in Meta Learning.
Entropy
Marcin Blachnik
2016 J jnl
Fusion of instance selection methods in regression tasks.
Inf. Fusion
Álvar Arnaiz-González, Marcin Blachnik, Miroslaw Kordos, César Ignacio García-Osorio
2016 — conf
On the Relation Between kNN Accuracy and Dataset Compression Level.
ICAISC (1)
Marcin Blachnik
2015 — conf
Noise reduction in regression tasks with distance, instance, attribute and density weighting.
CYBCONF
Miroslaw Kordos, Andrzej Rusiecki, Marcin Blachnik
2015 — conf
Reducing Time Complexity of SVM Model by LVQ Data Compression.
ICAISC (1)
Marcin Blachnik
2014 — conf
Bagging of Instance Selection Algorithms.
ICAISC (2)
Marcin Blachnik, Miroslaw Kordos
2014 B conf
Ensembles of Instance Selection Methods based on Feature Subset.
KES
Marcin Blachnik
2013 — conf
Instance Selection in Logical Rule Extraction for Regression Problems.
ICAISC (2)
Miroslaw Kordos, Szymon Bialka, Marcin Blachnik
2012 — conf
Combining the Advantages of Neural Networks and Decision Trees for Regression Problems in a Steel Temperature Prediction System.
HAIS (2)
Miroslaw Kordos, Piotr Kania, Pawel Budzyna, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak
2012 — conf
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees.
HAIS (1)
Marcin Blachnik, Miroslaw Kordos
2012 — conf
Do We Need Complex Models for Gestures? A Comparison of Data Representation and Preprocessing Methods for Hand Gesture Recognition.
ICAISC (1)
Marcin Blachnik, Przemyslaw Glomb
2012 — conf
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy.
HAIS (1)
Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek
2012 — conf
Extraction of Prototype-Based Threshold Rules Using Neural Training Procedure.
ICANN (2)
Marcin Blachnik, Miroslaw Kordos, Wlodzislaw Duch
2012 — conf
Feature Ranking Methods Used for Selection of Prototypes.
ICANN (2)
Marcin Blachnik, Wlodzislaw Duch, Tomasz Maszczyk
2012 — conf
Instance Selection with Neural Networks for Regression Problems.
ICANN (2)
Miroslaw Kordos, Marcin Blachnik
2012 — conf
Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace.
ICAISC (2)
Marcin Blachnik, Miroslaw Kordos, Tadeusz Wieczorek, Slawomir Golak
2011 — conf
A Hybrid System with Regression Trees in Steel-Making Process.
HAIS (1)
Miroslaw Kordos, Marcin Blachnik, Marcin Perzyk, Jacek Kozlowski, Orestes Bystrzycki, Mateusz Gródek, Adrian Byrdziak, Zenon Motyka
2011 C conf
Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process.
IDEAL
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek
2011 J jnl
LVQ algorithm with instance weighting for generation of prototype-based rules.
Neural Networks
Marcin Blachnik, Wlodzislaw Duch
2011 — conf
Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control.
ICCCI (1)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak
2011 C conf
Simplifying SVM with Weighted LVQ Algorithm.
IDEAL
Marcin Blachnik, Miroslaw Kordos
2011 — conf
Temperature Prediction in Electric Arc Furnace with Neural Network Tree.
ICANN (2)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek
2010 — conf
A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF).
ICAISC (2)
Marcin Blachnik, Krystian Maczka, Tadeusz Wieczorek
2010 — conf
Do We Need Whatever More Than k-NN?
ICAISC (1)
Miroslaw Kordos, Marcin Blachnik, Dawid Strzempa
2010 — conf
Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods.
ICONIP (2)
Marcin Blachnik, Tadeusz Wieczorek, Krystian Maczka, Grzegorz Kopec
2010 — conf
Improving Accuracy of LVQ Algorithm by Instance Weighting.
ICANN (3)
Marcin Blachnik, Wlodzislaw Duch
2010 — conf
Information Theory vs. Correlation Based Feature Ranking Methods in Application to Metallurgical Problem Solving.
ICAISC (1)
Marcin Blachnik, Adam Bukowiec, Miroslaw Kordos, Jacek Biesiada
2010 — conf
Infosel++: Information Based Feature Selection C++ Library.
ICAISC (1)
Adam Kachel, Jacek Biesiada, Marcin Blachnik, Wlodzislaw Duch
2009 — ch.
Comparison of Various Feature Selection Methods in Application to Prototype Best Rules.
Computer Recognition Systems 3
Marcin Blachnik
2008 — conf
Building Localized Basis Function Networks Using Context Dependent Clustering.
ICANN (1)
Marcin Blachnik, Wlodzislaw Duch
2008 Misc conf
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
Tadeusz Wieczorek, Marcin Blachnik, Krystian Maczka
2008 — conf
Image Classification by Histogram Features Created with Learning Vector Quantization.
ICANN (1)
Marcin Blachnik, Jorma Laaksonen
2008 — ch.
Prototype Rules from SVM.
Rule Extraction from Support Vector Machines
Marcin Blachnik, Wlodzislaw Duch
2006 — conf
Prototype-Based Threshold Rules.
ICONIP (3)
Marcin Blachnik, Wlodzislaw Duch
2006 Misc conf
Selection of Prototype Rules: Context Searching Via Clustering.
ICAISC
Marcin Blachnik, Wlodzislaw Duch, Tadeusz Wieczorek
2004 B conf
Comparison of feature ranking methods based on information entropy.
IJCNN
Wlodzislaw Duch, Tadeusz Wieczorek, Jacek Biesiada, Marcin Blachnik
2004 B conf
Fuzzy Rule-Based Systems Derived from Similarity to Prototypes.
ICONIP
Wlodzislaw Duch, Marcin Blachnik