Dominik Olszewski - researchr alias

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2024

Dimensionality reduction for detection of anomalies in the IoT traffic dataDominik Olszewski, Marcin Iwanowski, Waldemar Graniszewski. fgcs, 151:137-151, February 2024. [doi]

2023

An asymmetric topology-preserving Neighborhood Retrieval VisualizerDominik Olszewski. eswa, 225:120175, September 2023. [doi]

2021

Clustering-Based Adaptive Self-Organizing MapDominik Olszewski. icaisc 2021: 182-192 [doi]

A data-scattering-preserving adaptive self-organizing mapDominik Olszewski. eaai, 105:104420, 2021. [doi]

A clustering-based adaptive Neighborhood Retrieval VisualizerDominik Olszewski. NN, 140:247-260, 2021. [doi]

2020

An Adaptive Neighborhood Retrieval VisualizerDominik Olszewski. HAIS 2020: 36-48 [doi]

2016

Asymmetric k-Means Clustering of the Asymmetric Self-Organizing MapDominik Olszewski. npl, 43(1):231-253, 2016. [doi]

An Improved Adaptive Self-Organizing MapDominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny. In Guy De Tré, Przemyslaw Grzegorzewski, Janusz Kacprzyk, Jan W. Owsinski, Wojciech Penczek, Slawomir Zadrozny, editors, Challenging Problems and Solutions in Intelligent Systems. Volume 634 of Studies in Computational Intelligence, pages 75-102, Springer, 2016. [doi]

2014

An Improved Adaptive Self-Organizing MapDominik Olszewski. icaisc 2014: 109-120 [doi]

Asymmetric clustering using the alpha-beta divergenceDominik Olszewski, Branko Ster. PR, 47(5):2031-2041, 2014. [doi]

Fraud detection using self-organizing map visualizing the user profilesDominik Olszewski. kbs, 70:324-334, 2014. [doi]

Asymmetric k-means Clustering of the Asymmetric Self-Organizing MapDominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny. icaisc 2014: 772-783 [doi]

2013

Time Series Visualization Using Asymmetric Self-Organizing MapDominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny. icannga 2013: 40-49 [doi]

Employing Self-Organizing Map for Fraud DetectionDominik Olszewski, Janusz Kacprzyk, Slawomir Zadrozny. icaisc 2013: 150-161 [doi]

2012

k-Means Clustering of Asymmetric DataDominik Olszewski. HAIS 2012: 243-254 [doi]

Employing Kullback-Leibler divergence and Latent Dirichlet Allocation for fraud detection in telecommunicationsDominik Olszewski. ida, 16(3):467-485, 2012. [doi]

A probabilistic approach to fraud detection in telecommunicationsDominik Olszewski. kbs, 26:246-258, 2012. [doi]

2011

k-Means AlgorithmDominik Olszewski. icannga 2011: 1-10 [doi]

An Experimental Study on Asymmetric Self-Organizing MapDominik Olszewski. ideal 2011: 42-49 [doi]

Fraud Detection in Telecommunications Using Kullback-Leibler Divergence and Latent Dirichlet AllocationDominik Olszewski. icannga 2011: 71-80 [doi]

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