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This book constitutes the thoroughly refereed and revised selected papers from the 13th International Conference on Pattern Recognition Applications and Methods, ICPRAM 2024, held in Rome, Italy, during February 24-26, 2024. The 6 full papers and 4 short papers included in this book were carefully reviewed and selected from 139 submissions. They were organized in topical sections as follows: theory and methods; and applications.

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