| 2018 | ICANN | New Architecture of Correlated Weights Neural Network for Global Image Transformations. | Slawomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek |
| 2012 | HAIS | 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 |
| 2012 | HAIS | Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy. | Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek |
| 2012 | ICAISC | Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace. | Marcin Blachnik, Miroslaw Kordos, Tadeusz Wieczorek, Slawomir Golak |
| 2011 | ICANN | Temperature Prediction in Electric Arc Furnace with Neural Network Tree. | Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek |
| 2011 | ICCCI | Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control. | Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak |
| 2011 | IDEAL | Evolutionary Optimization of Regression Model Ensembles in Steel-Making Process. | Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek |
| 2011 | ISNN | Application of Neural Network for the Prediction of Eco-efficiency. | Slawomir Golak, Dorota Burchart-Korol, Krystyna Czaplicka-Kolarz, Tadeusz Wieczorek |
| 2010 | ICAISC | A Model for Temperature Prediction of Melted Steel in the Electric Arc Furnace (EAF). | Marcin Blachnik, Krystian Maczka, Tadeusz Wieczorek |
| 2010 | ICONIP | Identification of Liquid State of Scrap in Electric Arc Furnace by the Use of Computational Intelligence Methods. | Marcin Blachnik, Tadeusz Wieczorek, Krystian Maczka, Grzegorz Kopec |
| 2008 | ICAISC | 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. | Tadeusz Wieczorek, Marcin Blachnik, Krystian Maczka |
| 2006 | ICAISC | Selection of Prototype Rules: Context Searching Via Clustering. | Marcin Blachnik, Wlodzislaw Duch, Tadeusz Wieczorek |
| 2004 | IJCNN | Comparison of feature ranking methods based on information entropy. | Wlodzislaw Duch, Tadeusz Wieczorek, Jacek Biesiada, Marcin Blachnik |