Slawomir Golak

Publication Activity (10 Years)

Years Active: 2004-2023
Publications (10 Years): 5

Top Topics

Data Compression

Image Transformations

Nonlinear Dynamical

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)
Slawomir Golak
Correlated Weights Neural Layer with external control. ESANN (2021)
Slawomir Golak
Nonlinear Parametric Transformation and Generation of Images Based on a Network with the CWNL Layer. PRICAI (3) (2021)
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)
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, 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)
Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak
Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control. ICCCI (1) (2011)
Slawomir Golak, Dorota Burchart-Korol, Krystyna Czaplicka-Kolarz, Tadeusz Wieczorek
Application of Neural Network for the Prediction of Eco-efficiency. ISNN (3) (2011)
Slawomir Golak
A MLP Solver for First and Second Order Partial Differential Equations. ICANN (2) (2007)
Slawomir Golak
Induced Weights Artificial Neural Network. ICANN (2) (2005)
Tadeusz Wieczorek, Slawomir Golak
An algorithm of knowledge extraction from trained neural networks. Intelligent Information Systems (2004)