Søgning på underkategorier- og emner:
This book provides readers with an insight into the development of a novel method for regridding gridded spatial data, an operation required to perform the map overlay operation and apply map algebra when processing spatial data.
This book systematically analyses the latest insights into night vision imaging processing and perceptual understanding as well as related theories and methods.
This book provides a comprehensive introduction to rough set-based feature selection. The dominance-based rough set approach (DRSA) is an extension of the conventional rough set approach and supports the preference order using the dominance principle.
The new edition of this textbook presents a practical, updated approach to predictive analytics for classroom learning. The authors focus on using... Læs mere
This textbook provides a compact but comprehensive treatment that provides analytical and design steps to recurrent neural networks from scratch.
The result is an accessible introduction into machine learning that concentrates on reinforcement learning.
The book trains readers to break down various ML applications and methods in terms of data, model, and loss, thus helping them to choose from the vast range of ready-made ML... Læs mere
This textbook provides a comprehensive introduction to statistical principles, concepts and methods that are essential in modern statistics and data science.
The goal of this book is to get leaders and practitioners to start thinking about how they may deploy techniques outside their function or industry into their domain. Application of modern technology into new areas is one of the fastest, most effective ways to improve results.
Guided by standard bioscience workflows in high-throughput sequencing analysis, this book for graduate... Læs mere