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Grzegorz Wilk-Jakubowski

2 papers indexed

crossrefApplied Sciences2025-10-08Cited by 12

Applications of Computational Mechanics Methods Combined with Machine Learning and Neural Networks: A Systematic Review (2015–2025)

Lukasz Pawlik, Jacek Lukasz Wilk-Jakubowski, Damian Frej, Grzegorz Wilk-Jakubowski

This review paper analyzes the recent applications of computational mechanics methods in combination with machine learning (ML) and neural network (NN) techniques, as found in the literature published between 2015 and 2024. We present how ML and NNs are enhancing traditional comp…

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crossrefElectronics2025-09-22Cited by 9

Machine Learning and Neural Networks for Phishing Detection: A Systematic Review (2017–2024)

Jacek Lukasz Wilk-Jakubowski, Lukasz Pawlik, Grzegorz Wilk-Jakubowski, Aleksandra Sikora

Phishing remains a persistent and evolving cyber threat, constantly adapting its tactics to bypass traditional security measures. The advent of Machine Learning (ML) and Neural Networks (NN) has significantly enhanced the capabilities of automated phishing detection systems. This…

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