Machine Learning for Environmental Monitoring in Wireless Sensor Networks - Couverture rigide

Couverture rigide

ISBN 13 : 9798369339404

Editeur : IGI Global, 2024

Synopsis

Today, data fuels everything we do in a highly connected world. However, traditional environmental monitoring methods often fail to provide timely and accurate data for effective decision-making in today's rapidly changing ecosystems. The reliance on manual data collection and outdated technologies results in gaps in data coverage, making it challenging to detect and respond to environmental changes in real time. Additionally, integration between monitoring systems and advanced data analysis tools is necessary to derive actionable insights from collected data. As a result, environmental managers and policymakers face significant challenges in effectively monitoring, managing, and conserving natural resources in a rapidly evolving environment. Machine Learning for Environmental Monitoring in Wireless Sensor Networks offers a comprehensive solution to the limitations of traditional environmental monitoring methods. By harnessing the power of Wireless Sensor Networks (WSNs) and advanced machine learning algorithms, this book presents a novel approach to ecological monitoring that enables real-time, high-resolution data collection and analysis. By integrating WSNs and machine learning, environmental stakeholders can gain deeper insights into complex ecological processes, allowing for more informed decision-making and proactive management of natural resources.

A propos du livre

À propos de l?auteur

Dr. Dattatray is Assistant Professor, Department of Computer Engineering at Vishwakarma Institute of Information Technology, Pune, India. Dr. Dattatray G. Takale obtained his Ph.D. in computer science and engineering. He has 10 + years of teaching and research experience. His research interests include Machine Learning, Data science, Wireless sensor Network, Natural lang. processing, data warehousing, mining, computer networks, and network security. He is currently employed by VIIT Pune, as an Assistant Professor. His has more than 6 years of teaching experience and 3 years industry experience. He has 21 patents, 20+ research publications, and authored/edited 4+ books with Springer, CRC Press, local and international publisher.

Détails de l'édition

• Éditeur: IGI Global
• Date d'édition: 2024
• Langue: anglais
• ISBN 13: 9798369339404
• Reliure: Relié
• Nombre de pages: 330
• Éditeur: Mahalle Parikshit N., Takale Dattatray G., Sakhare Sachin, Regulwar Ganesh B.
• Coordonnées du fabricant: non disponible
• Personne responsable: gpsr@libri.de; gpsr@libri.de; ; Friedensallee 273; Hamburg; 22763; Allemagne