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Titlebook: Applied Artificial Intelligence 2: Medicine, Biology, Chemistry, Financial, Games, Engineering; The Second Serbian I Nenad Filipović Confer

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2367-3370 indicate future directions. These Chapters are extended papers from the Second Serbian International Conference on Applied Artificial Intelligence (SICAAI), which was held in Kragujevac, Serbia, on May 19-20, 2023.978-3-031-60839-1978-3-031-60840-7Series ISSN 2367-3370 Series E-ISSN 2367-3389
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Implementation of Hybrid ANN-GWO Algorithm for Estimation of the Fundamental Period of RC-Frame Strhod. This approach provided even more reliable solutions than the robust second-order procedure based on single ML models. A total of 2178 samples of infilled RC frames were collected from available literature, where the number of storeys (.), number of spans (.), length of spans (.), opening percen
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Application of Ensemble Machine Learning for Classification Problems on Very Small Datasets,were trained with different combinations of training and test data to improve the prediction accuracy over the use of a single random forest model. Final ensemble achieved a prediction accuracy of 71.3% which was an immense improvement over the 36% prediction accuracy of a single random forest class
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An Unsupervised Image Segmentation Workflow for Extraction of Left Coronary Artery from X-Ray Coronation of the artery from the rest of the image. The preprocessed image is then segmented using Otsu’s thresholding method, which results in a binarized image. This image has left coronary artery successfully segmented, but unfortunately a lot of non-vessel segments have been wrongly labeled as well.
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