 | 2012 |
| 24 |  | Marcin Blachnik,
Miroslaw Kordos:
Computational Complexity Reduction and Interpretability Improvement of Distance-Based Decision Trees.
HAIS (1) 2012: 288-297 |
| 23 |  | Miroslaw Kordos,
Jerzy Piotrowski,
Szymon Bialka,
Marcin Blachnik,
Slawomir Golak,
Tadeusz Wieczorek:
Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy.
HAIS (1) 2012: 409-420 |
| 22 |  | 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: 36-45 |
| 21 |  | 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: 477-485 |
| 20 |  | Marcin Blachnik,
Miroslaw Kordos,
Tadeusz Wieczorek,
Slawomir Golak:
Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace.
ICAISC (2) 2012: 539-547 |
| 2011 |
| 19 |  | 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: 222-230 |
| 18 |  | Miroslaw Kordos,
Marcin Blachnik,
Tadeusz Wieczorek:
Temperature Prediction in Electric Arc Furnace with Neural Network Tree.
ICANN (2) 2011: 71-78 |
| 17 |  | Miroslaw Kordos,
Marcin Blachnik,
Tadeusz Wieczorek,
Slawomir Golak:
Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control.
ICCCI (1) 2011: 42-51 |
| 16 |  | Marcin Blachnik,
Miroslaw Kordos:
Simplifying SVM with Weighted LVQ Algorithm.
IDEAL 2011: 212-219 |
| 15 |  | Miroslaw Kordos,
Marcin Blachnik,
Tadeusz Wieczorek:
Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process.
IDEAL 2011: 369-376 |
| 14 |  | Marcin Blachnik,
Wlodzislaw Duch:
LVQ algorithm with instance weighting for generation of prototype-based rules.
Neural Networks 24(8): 824-830 (2011) |
| 2010 |
| 13 |  | 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: 289-298 |
| 12 |  | Adam Kachel,
Jacek Biesiada,
Marcin Blachnik,
Wlodzislaw Duch:
Infosel++: Information Based Feature Selection C++ Library.
ICAISC (1) 2010: 388-396 |
| 11 |  | Miroslaw Kordos,
Marcin Blachnik,
Dawid Strzempa:
Do We Need Whatever More Than k-NN?
ICAISC (1) 2010: 414-421 |
| 10 |  | Marcin Blachnik,
Krystian Maczka,
Tadeusz Wieczorek:
A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF).
ICAISC (2) 2010: 371-378 |
| 9 |  | Marcin Blachnik,
Wlodzislaw Duch:
Improving Accuracy of LVQ Algorithm by Instance Weighting.
ICANN (3) 2010: 257-266 |
| 8 |  | 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: 700-707 |
| 2008 |
| 7 |  | 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: 1149-1159 |
| 6 |  | Marcin Blachnik,
Wlodzislaw Duch:
Building Localized Basis Function Networks Using Context Dependent Clustering.
ICANN (1) 2008: 482-491 |
| 5 |  | Marcin Blachnik,
Jorma Laaksonen:
Image Classification by Histogram Features Created with Learning Vector Quantization.
ICANN (1) 2008: 827-836 |
| 4 |  | Marcin Blachnik,
Wlodzislaw Duch:
Prototype Rules from SVM.
Rule Extraction from Support Vector Machines 2008: 163-182 |
| 2006 |
| 3 |  | Marcin Blachnik,
Wlodzislaw Duch,
Tadeusz Wieczorek:
Selection of Prototype Rules: Context Searching Via Clustering.
ICAISC 2006: 573-582 |
| 2 |  | Marcin Blachnik,
Wlodzislaw Duch:
Prototype-Based Threshold Rules.
ICONIP (3) 2006: 1028-1037 |
| 2004 |
| 1 |  | Wlodzislaw Duch,
Marcin Blachnik:
Fuzzy Rule-Based Systems Derived from Similarity to Prototypes.
ICONIP 2004: 912-917 |