1.

Record Nr.

UNINA9911031637903321

Autore

Raya-Tapia Alma Yunuen

Titolo

Machine Learning and Clustering for a Sustainable Future : Applications in Engineering and Environmental Science

Pubbl/distr/stampa

Cham : , : Springer, , 2025

©2025

ISBN

3-032-03876-6

Edizione

[1st ed.]

Descrizione fisica

1 online resource (392 pages)

Collana

Studies in Computational Intelligence Series ; ; v.1233

Altri autori (Persone)

López-FloresFrancisco Javier

Ramírez-MárquezCésar

Ponce-OrtegaJosé María

Lingua di pubblicazione

Inglese

Formato

Materiale a stampa

Livello bibliografico

Monografia

Sommario/riassunto

This book explores cutting-edge machine learning and clustering techniques to tackle critical challenges in engineering, environmental science, and sustainability.The book provides an in-depth examination of clustering methodologies, covering unsupervised and supervised techniques, data preprocessing, distance metrics, and cluster validation.