Jan Vrba

According to our database, Jan Vrba authored at least 12 papers between 2016 and 2024.

Collaborative distances:

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

2024

Reproducible Machine Learning-based Voice Pathology Detection: Introducing the Pitch Difference Feature.

Jan Vrba, Jakub Steinbach, Tomás Jirsa, Laura Verde, Roberta De Fazio, Noriyasu Homma, Yuwen Zeng, Key Ichiji, Lukas Hajek, Zuzana Sedlakova, Jan Mares

CoRR, 2024

Application of Deep Learning Models for Vocal Cords Detection in Laryngoscopic Imagery.

Jan Vrba, Jakub Steinbach, Matous Cejnek, Tomás Jirsa, Zuzana Urbániová

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Comparative Analysis of YOLO-based Models for Vocal Cord Segmentation in Laryngoscopic Images.

Jakub Steinbach, Jan Vrba, Tomás Jirsa, Matous Cejnek, Zuzana Urbániová

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

Improving Voice Pathology Classification Using Artificial Data Generation.

Tomás Jirsa, Laura Verde, Fiammetta Marulli, Stefano Marrone, Jan Vrba

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 28th International Conference KES-2024, 2024

2023

Hydrogel Microrobots Self-Assembled into Ordered Structures with Programmable Actuation.

Jindrich Kropacek, Charlie Maslen, Bertjan van Dijk, Agustin Iniguez-Rabago, Johannes T. B. Overvelde, Alexandr Zubov, Jan Vrba, Petr Cigler, Frantisek Stepánek, Ivan Rehor

Adv. Intell. Syst., September, 2023

2022

Padasip: An open-source Python toolbox for adaptive filtering.

Matous Cejnek, Jan Vrba

J. Comput. Sci., 2022

2021

An automated platform for assembling light-powered hydrogel microrobots and their subsequent chemical binding.

Jan Vrba, Charlie Maslen, Jana Maxová, Jan Duras, Ivan Rehor, Jan Mares

J. Comput. Sci., 2021

A Machine Learning Approach for Gearbox System Fault Diagnosis.

Jan Vrba, Matous Cejnek, Jakub Steinbach, Zuzana Krbcova

Entropy, 2021

2020

Introduction to Extreme Seeking Entropy.

Jan Vrba, Jan Mares

Entropy, 2020

An Automated Platform for Microrobot Manipulation.

Jan Vrba, Charlie Maslen, Ivan Rehor, Jan Mares

Proceedings of the 15th International Conference on Soft Computing Models in Industrial and Environmental Applications, 2020

2016

Feature selection via competitive levy flights.

Matej Mojzes, Martin Klimt, Jaromír Kukal, Ivo Bukovsky, Jan Vrba, Jan Pitel

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

Study of Learning Entropy for onset detection of epileptic seizures in EEG time series.

Ivo Bukovsky, Matous Cejnek, Jan Vrba, Noriyasu Homma

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016