Miroslav Cepek

According to our database, Miroslav Cepek authored at least 8 papers between 2008 and 2024.

Collaborative distances:

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

2024

Overcoming Long Inference Time of Nearest Neighbors Analysis in Regression and Uncertainty Prediction.

Frantisek Koutenský, Petr Simánek, Miroslav Cepek, Alexander Kovalenko

SN Comput. Sci., June, 2024

Machine Learning Based Tool for Automated Sperm Cell Tracking and Sperm Bundle Detection.

Jakub Horenin, Veronika Magdanz, Islam S. M. Khalil, Anke Klingner, Alexander Kovalenko, Miroslav Cepek

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Applied Data Science Track, 2024

2022

Adapting the Size of Artificial Neural Networks Using Dynamic Auto-Sizing.

Vojtech Cahlík, Pavel Kordík, Miroslav Cepek

Proceedings of the 17th IEEE International Conference on Computer Sciences and Information Technologies, 2022

2017

Scalability of predictive ensembles.

Pavel Kordík, Tomás Frýda, Miroslav Snorek, Miroslav Cepek

Proceedings of the 2017 12th International Scientific and Technical Conference on Computer Sciences and Information Technologies (CSIT), Lviv, Ukraine, September 5-8, 2017, 2017

2013

Selected Papers from the EUROSIM Congress '2010.

Mikulás Alexík, Miroslav Snorek, Miroslav Cepek

Simul. Model. Pract. Theory, 2013

2010

Meta-learning approach to neural network optimization.

Pavel Kordík, Jan Koutník, Jan Drchal, Oleg Kovárík, Miroslav Cepek, Miroslav Snorek

Neural Networks, 2010

2008

Basic Data Reduction Techniques and Their Influence on GAME Modeling Method.

Miroslav Cepek, Miroslav Snorek

Proceedings of the 10th EUROS/UKSim International Conference on Computer Modelling and Simulation, 2008

ECG Signal Classification Using GAME Neural Network and Its Comparison to Other Classifiers.

Miroslav Cepek, Miroslav Snorek, Václav Chudácek

Proceedings of the Artificial Neural Networks, 2008