The book "Foundations and Novel Approaches in Data Mining" offers a comprehensive examination of the theoretical foundations and innovative approaches in the field of data mining. In an era where the amount of available data is growing exponentially, the ability to analyze and interpret this data meaningfully is becoming increasingly important. The authors, consisting of recognized experts in the field, illuminate both the theoretical aspects and the practical challenges faced by researchers and practitioners. The aim is to bridge the gap between theoretical concepts and real-world applications, thereby closing the divide between research and practice. The book is aimed at scientists, engineers, and students who wish to gain a deeper understanding of the principles of data mining and its practical applications.