Frame Theory in Data Science (Advances in Science, Technology & Innovation)

Frame Theory in Data Science (Advances in Science, Technology & Innovation)
by: Zhihua Zhang(Author),Palle E. T. Jorgensen(Author)
Publisher: Springer
Edition: 2024th
Publication Date: 11 April 2024
Language: English
Print Length: 263 pages
ISBN-10: 3031494822
ISBN-13: 9783031494826
Book Description
This book establishes brand-new frame theory and technical implementation in data science, with a special focus on spatial-scale feature extraction, network dynamics, object-oriented analysis, data-driven environmental prediction, and climate diagnosis. Given that data science is unanimously recognized as a core driver for achieving Sustainable Development Goals of the United Nations, these frame techniques bring fundamental changes to multi-channel data mining systems and support the development of digital Earth platforms. This book integrates the authors’ frame research in the past twenty years and provides cutting-edge techniques and depth for scientists, professionals, and graduate students in data science, applied mathematics, environmental science, and geoscience.