On Spatio-Temporal Data Modelling and Uncertainty Quantification Using Machine Learning and Information Theory

By Fabian Guignard

Introduction.- Study Area and Data Sets.- Advanced Exploratory Data Analysis.- Fisher-Shannon Analysis.- Spatio-Temporal Prediction with Machine Learning.- Uncertainty Quantification with Extreme Learning Machine.- Spatio-Temporal Modelling using Extreme Learning Machine.- Conclusions, Perspectives and Recommendations.

• Format: Hardcover
• Language: English
• ISBN: 3030952304
• ISBN13: 9783030952303
• Release Date: March 2022
• Publisher: Springer
• Length: 158 Pages
• Weight: 0.94 lbs.
• Dimensions: 0.4" x 6.1" x 9.2"