Lodz University of Technology Repository contains research output, including journal articles, book chapters, monographs, conference papers and more, which was produced by TUL’s staff and research units.

  • Valuing Passes in Actions Leading to the Third Zone on the Pitch with Machine Learning Methods 

    Tylka, Mateusz; Wałęsa, Sebastian; Girejko, Kornelia; Kaczmarek, Jakub; Grzelak, Bartłomiej; Piłka, Tomasz (Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)
    In football, the ability to make accurate and effective passes to the third zone of the pitch is a key aspect of a team’s success. Evaluating these passes can provide valuable information about a team’s performance and ...
  • On the Selection of a Machine Learning model in TinyML Devices – Preliminary Study 

    Puślecki, Tobiasz; Walkowiak, Krzysztof (Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)
    The expected development of TinyML-related technologies will necessitate the development of methods for efficient use of energy resources. In this article, we present preliminary study of machine learning (ML) model selection ...
  • On the Importance of the RGB-D Sensor Model in the CNN-based Robotic Perception 

    Zieliński, Mikołaj; Belter, Dominik (Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)
    Mobile and manipulation robots operating indoors use RGB-D cameras as the environment perception sensors. To process data from RGB and depth cameras neural networks are applied. These neural-based systems are trained ...
  • On Parameters of Migration in PEA Computing 

    Biełaszek, Sylwia; Byrski, Aleksander (Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)
    Metaheuristics, such as evolutionary algorithms have been proven to be (also theoretically, see works of Vose [1]) universal optimization methods. Skolicki and DeJong [2] researched impact of migration intervals on ...
  • Lung Xray Images Analysis for COVID-19 Diagnosis 

    Kloska, Anna; Tarczewska, Martyna; Giełczyk, Agata; Marciniak, Beata (Wydawnictwo Politechniki ŁódzkiejLodz University of Technology Press, 2023)
    Background: The SARS-CoV-2 pandemic began in early 2020. It paralyzed human life all over the world and threatened our security. Thus, proposing some novel and effective approaches to diagnosing COVID-19 infections ...

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