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Titlebook: Cybernetics and Control Theory in Systems; Proceedings of 13th Radek Silhavy,Petr Silhavy Conference proceedings 2024 The Editor(s) (if ap

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Paolo Del Croce,Bernd Deutschmann, a set of 15 quality articles that fit the study objectives was finally selected. The results of the articles selected in the research reveal an in-depth evaluation of ChatGPT, the understanding of the integration of Artificial Intelligence in education, the analysis of the motivations behind the u
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Hongjiu Yang,Yuanqing Xia,Qing Gengective option to identify DR, while Inception-V3 and ResNet-50 present different performances, pointing out areas of improvement for future research. These results underline the relevance of CNN architectures in the detection of Diabetic Retinopathy. Despite certain limitations, such as unbalanced d
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Hongjiu Yang,Yuanqing Xia,Qing Gengre detection, 0.99 in Accuracy, 0.99 in Balanced Accuracy, 0.99 in ROC AUC and 0.99 F1 Score were obtained. Thus, it is proved that the Random Forest model is the ideal model for ransomware detection due to its effectiveness and accuracy.
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Conference proceedings 2024erview of the latest methods, algorithms, and design innovations. This book compiles the meticulously reviewed proceedings of the Networks and Systems in Cybernetics session of the 13th Computer Science Online Conference 2024 (CSOC 2024), held virtually in April 2024..
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