Slawomir Golak

According to our database, Slawomir Golak authored at least 13 papers between 2004 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of five.

2023

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.

Marcin Blachnik, Roman Przylucki, Slawomir Golak, Piotr Sciegienka, Tadeusz Wieczorek

Sensors, August, 2023

2021

Nonlinear Parametric Transformation and Generation of Images Based on a Network with the CWNL Layer.

Slawomir Golak

Proceedings of the PRICAI 2021: Trends in Artificial Intelligence, 2021

Correlated Weights Neural Layer with external control.

Slawomir Golak

Proceedings of the 29th European Symposium on Artificial Neural Networks, 2021

2018

New Architecture of Correlated Weights Neural Network for Global Image Transformations.

Slawomir Golak, Anna Jama, Marcin Blachnik, Tadeusz Wieczorek

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

Data Compression Measures for Meta-Learning Systems.

Marcin Blachnik, Miroslaw Kordos, Slawomir Golak

Proceedings of the 2018 Federated Conference on Computer Science and Information Systems, 2018

2012

Selecting Representative Prototypes for Prediction the Oxygen Activity in Electric Arc Furnace.

Marcin Blachnik, Miroslaw Kordos, Tadeusz Wieczorek, Slawomir Golak

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Evolutionary Optimized Forest of Regression Trees: Application in Metallurgy.

Miroslaw Kordos, Jerzy Piotrowski, Szymon Bialka, Marcin Blachnik, Slawomir Golak, Tadeusz Wieczorek

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

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

Proceedings of the Hybrid Artificial Intelligent Systems - 7th International Conference, 2012

2011

Application of Neural Network for the Prediction of Eco-efficiency.

Slawomir Golak, Dorota Burchart-Korol, Krystyna Czaplicka-Kolarz, Tadeusz Wieczorek

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

Neural Network Committees Optimized with Evolutionary Methods for Steel Temperature Control.

Miroslaw Kordos, Marcin Blachnik, Tadeusz Wieczorek, Slawomir Golak

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011

2007

A MLP Solver for First and Second Order Partial Differential Equations.

Slawomir Golak

Proceedings of the Artificial Neural Networks, 2007

2005

Induced Weights Artificial Neural Network.

Slawomir Golak

Proceedings of the Artificial Neural Networks: Formal Models and Their Applications, 2005

2004

An algorithm of knowledge extraction from trained neural networks.

Tadeusz Wieczorek, Slawomir Golak

Proceedings of the Intelligent Information Processing and Web Mining, 2004