Big Data Analytics for Smart Transport and Healthcare Systems

von Saeid Pourroostaei Ardakani, Ali Cheshmehzangi

190 Seiten, Taschenbuch

Kurzbeschreibung des Verlags

This book aims to introduce big data solutions in urban sustainability applications—mainly smart transportation and healthcare systems. It focuses on machine learning techniques and data processing approaches which have the capacity to handle/process huge, live, and complex datasets in real-time transportation and healthcare applications. For this, several state-of-the-art data processing approaches including data pre-processing, classification, regression, and clustering are introduced, tested, and evaluated to highlight their benefits and constraints where data is sensitive, real-time, and/or semi-structured.

• Reihe: Urban Sustainability
• Themen: Informatik und Informationstechnologie Datenbanken / Datenmanagement
• ISBN: 9789819966226
• Sprache: Englisch
• Erscheinungsdatum: 22.12.2024
• Größe: 23.5 x 15.5 cm
• Verlag: Springer Singapore