Robert Brzeski

According to our database, Robert Brzeski authored at least 14 papers between 2015 and 2024.

Collaborative distances:

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

2024

Music Genre Classification Using Hybrid Committees and Voting Mechanisms.

Daniel Kostrzewa, Piotr Berezka, Robert Brzeski

Proceedings of the Advances in Computational Collective Intelligence, 2024

2022

Cloud as a Platform for W-Machine Didactic Computer Simulator.

Piotr Paczula, Robert Tutajewicz, Robert Brzeski, Hafed Zghidi, Alina Momot, Ewa Pluciennik, Adam Duszenko, Stanislaw Kozielski, Dariusz Mrozek

Proceedings of the Computational Science - ICCS 2022, 2022

Wide Ensembles of Neural Networks in Music Genre Classification.

Daniel Kostrzewa, Wojciech Mazur, Robert Brzeski

Proceedings of the Computational Science - ICCS 2022, 2022

Evolvable hybrid ensembles for musical genre classification.

Daniel Kostrzewa, Michal Ciszynski, Robert Brzeski

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

2021

Music Genre Classification: Looking for the Perfect Network.

Daniel Kostrzewa, Piotr Kaminski, Robert Brzeski

Proceedings of the Computational Science - ICCS 2021, 2021

2020

Optimization of the Values of Classifiers Parameters - Is it Still Worthwhile to Deal with it?

Daniel Kostrzewa, Konrad Karczewski, Robert Brzeski

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Influence of the Applied Outlier Detection Methods on the Quality of Classification.

Blazej Moska, Daniel Kostrzewa, Robert Brzeski

Proceedings of the Man-Machine Interactions 6, 2019

The Data Dimensionality Reduction and Features Weighting in the Classification Process Using Forest Optimization Algorithm.

Daniel Kostrzewa, Robert Brzeski

Proceedings of the Intelligent Information and Database Systems: Recent Developments, 2019

2018

The Classification of Music by the Genre Using the KNN Classifier.

Daniel Kostrzewa, Robert Brzeski, Maciej Kubanski

Proceedings of the Beyond Databases, Architectures and Structures. Facing the Challenges of Data Proliferation and Growing Variety, 2018

2017

The Data Dimensionality Reduction in the Classification Process Through Greedy Backward Feature Elimination.

Daniel Kostrzewa, Robert Brzeski

Proceedings of the Man-Machine Interactions 5, 2017

Adjusting Parameters of the Classifiers in Multiclass Classification.

Daniel Kostrzewa, Robert Brzeski

Proceedings of the Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation, 2017

Parametric Optimization of the Selected Classifiers in Binary Classification.

Daniel Kostrzewa, Robert Brzeski

Proceedings of the Advanced Topics in Intelligent Information and Database Systems,, 2017

2016

Performance Aspect of the In-Memory Databases Accessed via JDBC.

Daniel Kostrzewa, Malgorzata Bach, Robert Brzeski, Aleksandra Werner

Proceedings of the Beyond Databases, Architectures and Structures. Advanced Technologies for Data Mining and Knowledge Discovery, 2016

2015

E-LT Concept in a Light of New Features of Oracle Data Integrator 12c Based on Data Migration within a Hospital Information System.

Lukasz Wycislik, Dariusz Rafal Augustyn, Dariusz Mrozek, Ewa Pluciennik, Hafed Zghidi, Robert Brzeski

Proceedings of the Beyond Databases, Architectures and Structures, 2015