Machine Learning for Spatial Environmental Data 2024 pdf epub mobi 电子书
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发表于2024-11-17
Machine Learning for Spatial Environmental Data 2024 pdf epub mobi 电子书
Machine Learning for Spatial Environmental Data 2024 pdf epub mobi 电子书
Machine Learning for Spatial Environmental Data 2024 pdf epub mobi 电子书
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Machine Learning for Spatial Environmental Data 2024 pdf epub mobi 电子书 图书描述
This book discusses machine learning algorithms, such as artificial neural networks of different architectures, statistical learning theory, and Support Vector Machines used for the classification and mapping of spatially distributed data. It presents basic geostatistical algorithms as well. The authors describe new trends in machine learning and their application to spatial data. The text also includes real case studies based on environmental and pollution data. It includes a CD-ROM with software that will allow both students and researchers to put the concepts to practice.
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