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