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Titlebook: Data Science and Algorithms in Systems; Proceedings of 6th C Radek Silhavy,Petr Silhavy,Zdenka Prokopova Conference proceedings 2023 The Ed

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Derivation of the Price Formulastems such as Systemized Nomenclature of Medicine Clinical Term (SNOMED-CT) in natural language is becoming active. In this paper, we propose a prediction model with the SNOMED-CT code using medical natural language. Thus, natural language is encoded with the existing pre-trained model and used as a
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Daniel Kossmann,Donald Kossmanns from controlled territories. The images received from cameras, and also from unmanned aerial vehicles (UAVs), are exposed to automatic analysis, after which the conclusion about presence/absence of the fire within the controlled territory is made. In analysed studies of the last few years the arti
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Daniel Kossmann,Donald Kossmanne reconstruction of 3D models for old buildings. Prior to reconstruction, segmentation is the main process that is used to extract structural components such as floors, ceilings, and walls. This paper presents the segmentation method to extract the planar structures of a building from point cloud da
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https://doi.org/10.1007/978-3-642-24544-2or the fast-changing job requirements. Smart services, defined as da-ta-enabled and contextualized digital services, can propose new models for learning personalization and adaptation. However, the teachers proved to be essential in introducing the needed changes in the educational system. The prese
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Self-Organizing Urban Transportation Systemsal system thermal process model. The original procedure has applied the standard on/off relay to get a simplified model. Then, the dominant pole assignment has given rise to the process model characteristic quasi-polynomial via the Levenberg-Marquardt algorithm. Finally, the same optimization tool h
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Thinking Complexity in Community Developmenttor simulates missile engagements between the enemy and our forces and collects data. The collected data is learned using random forest, XGBoost, and LGBM models after preprocessing. In addition, hyperparameter adjustments were performed for each model to find the optimal parameters. Different metri
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