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Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce

Big geospatial datasets created by large infrastructure projects require massive computing resources to process. Feature extraction is a process used to reduce

Feature engineering is a crucial step in the machine-learning pipeline, yet this topic is rarely examined on its own. With this practical book, you’ll learn t

Deliver huge improvements to your machine learning pipelines without spending hours fine-tuning parameters! This book’s practical case-studies reveal feature

This book proposes applications of tensor decomposition to unsupervised feature extraction and feature selection. The author posits that although supervised met