Dominik Olszewski

According to our database, Dominik Olszewski authored at least 22 papers between 2011 and 2025.

Collaborative distances:

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

2025

Asymmetry index for data and its verification in dimensionality reduction and data visualization.

Dominik Olszewski

Inf. Sci., 2025

2024

Dimensionality reduction for detection of anomalies in the IoT traffic data.

Dominik Olszewski, Marcin Iwanowski, Waldemar Graniszewski

Future Gener. Comput. Syst., February, 2024

Asymmetric Isomap for Dimensionality Reduction and Data Visualization.

Dominik Olszewski

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2024, 2024

2023

An asymmetric topology-preserving Neighborhood Retrieval Visualizer.

Dominik Olszewski

Expert Syst. Appl., September, 2023

2021

A clustering-based adaptive Neighborhood Retrieval Visualizer.

Dominik Olszewski

Neural Networks, 2021

A data-scattering-preserving adaptive self-organizing map.

Dominik Olszewski

Eng. Appl. Artif. Intell., 2021

Clustering-Based Adaptive Self-Organizing Map.

Dominik Olszewski

Proceedings of the Artificial Intelligence and Soft Computing, 2021

2020

An Adaptive Neighborhood Retrieval Visualizer.

Dominik Olszewski

Proceedings of the Hybrid Artificial Intelligent Systems - 15th International Conference, 2020

2016

An Improved Adaptive Self-Organizing Map.

Dominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny

Proceedings of the Challenging Problems and Solutions in Intelligent Systems, 2016

Asymmetric k-Means Clustering of the Asymmetric Self-Organizing Map.

Dominik Olszewski

Neural Process. Lett., 2016

2014

Asymmetric clustering using the alpha-beta divergence.

Dominik Olszewski, Branko Ster

Pattern Recognit., 2014

Fraud detection using self-organizing map visualizing the user profiles.

Dominik Olszewski

Knowl. Based Syst., 2014

Asymmetric k-means Clustering of the Asymmetric Self-Organizing Map.

Dominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny

Proceedings of the Artificial Intelligence and Soft Computing, 2014

An Improved Adaptive Self-Organizing Map.

Dominik Olszewski

Proceedings of the Artificial Intelligence and Soft Computing, 2014

2013

Time Series Visualization Using Asymmetric Self-Organizing Map.

Dominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny

Proceedings of the Adaptive and Natural Computing Algorithms, 2013

Employing Self-Organizing Map for Fraud Detection.

Dominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

A probabilistic approach to fraud detection in telecommunications.

Dominik Olszewski

Knowl. Based Syst., 2012

Employing Kullback-Leibler divergence and Latent Dirichlet Allocation for fraud detection in telecommunications.

Dominik Olszewski

Intell. Data Anal., 2012

k-Means Clustering of Asymmetric Data.

Dominik Olszewski

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

2011

An Experimental Study on Asymmetric Self-Organizing Map.

Dominik Olszewski

Proceedings of the Intelligent Data Engineering and Automated Learning - IDEAL 2011, 2011

Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet Allocation.

Dominik Olszewski

Proceedings of the Adaptive and Natural Computing Algorithms, 2011

Asymmetric <i>k</i>-Means Algorithm.

Dominik Olszewski

Proceedings of the Adaptive and Natural Computing Algorithms, 2011