Fuzzy Clustering Algorithms: Symbiotic Relationship Between Mathematics and Similarity Measures.

di Rakesh Kumar (Autore)

Geeta Arora (Autore)

De Gruyter, 2025

This book bridges theoretical concepts in fuzzy clustering with practical applications. It elucidates the mathematical foundations of fuzzy clustering methods, serving as a much-needed resource in the field. By explicating complex concepts, it will aid researchers, practitioners, and students in the analysis, design, and optimization of algorithms. This valuable resource will contributes to the utilization and enhancement of fuzzy clustering techniques across various domains. The book delves into the mathematical underpinnings, methods, and applications of fuzzy clustering. This book will enable academics, practitioners, and students to grasp the mathematical significance of fuzzy clustering in contemporary data analysis and to explore creative applications. It is an essential volume for data analysis professionals and students alike. Using advanced mathematical methods, it instructs readers on understanding, designing, and applying these algorithms. Its unique blend of theory and practice bridges the mathematical foundation with practical application, empowering readers to effectively analyze large datasets and uncover hidden patterns.

• Autore: Rakesh Kumar, Geeta Arora
• Editore: De Gruyter
• Collana: De Gruyter Series on the Applications of Mathematics in Engineering and Information Sciences
• Anno: 2025
• Rilegatura: Hardback
• Pagine: 230 p.
• Dimensioni: 240 x 170 mm
• Peso: 500 gr.
• EAN: 9783111492384

Testo in English