The book "Biometric Identification Technologies Based on Modern Data Mining Methods" provides a comprehensive overview of the latest developments in biometric identification. It addresses the challenges that arise in modern biometric systems and highlights the current state of the art as well as future possibilities for the implementation of biometric technologies. The authors categorize biometric technologies into two main types: static biometric traits, such as fingerprints and hand geometry, and dynamic traits, which rely on behaviors like signature dynamics and speech patterns. This work is aimed at professionals and researchers in the fields of intelligent information processing, information security, and robotics, as well as developers of real-time identification systems. Through numerous examples and problem-solving approaches, it enhances the understanding of this complex subject.