Czeslaw Horyn

According to our database, Czeslaw Horyn authored at least 6 papers between 2020 and 2023.

Collaborative distances:

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

2023

Improving Detection Efficiency: Optimizing Block Size in the Local Outlier Factor (LOF) Algorithm.

Czeslaw Horyn, Agnieszka Nowak-Brzezinska

Proceedings of the Rough Sets - International Joint Conference, 2023

Detecting outliers in rule-based knowledge bases using Self-Organizing Map and Local Outlier Factor algorithms.

Czeslaw Horyn, Agnieszka Nowak-Brzezinska

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 27th International Conference KES-2023, 2023

2022

Self-Organizing Map algorithm as a tool for outlier detection.

Agnieszka Nowak-Brzezinska, Czeslaw Horyn

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 26th International Conference KES-2022, 2022

2021

Outliers in Covid 19 data based on Rule representation - the analysis of LOF algorithm.

Agnieszka Nowak-Brzezinska, Czeslaw Horyn

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 25th International Conference KES-2021, 2021

2020

Exploration of Outliers in If-Then Rule-Based Knowledge Bases.

Agnieszka Nowak-Brzezinska, Czeslaw Horyn

Entropy, 2020

Outliers in rules - the comparision of LOF, COF and KMEANS algorithms.

Agnieszka Nowak-Brzezinska, Czeslaw Horyn

Proceedings of the Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES-2020, 2020