Ebook: Nature Inspired Computing For Data Science
- Genre: Computers // Organization and Data Processing
- Tags: Data Engineering Data Science
- Series: Studies In Computational Intelligence Vol. SCI 871
- Year: 2020
- Publisher: Springer
- Language: English
- pdf
This book discusses the current research and concepts in data science and how these can be addressed using different nature-inspired optimization techniques. Focusing on various data science problems, including classification, clustering, forecasting, and deep learning, it explores how researchers are using nature-inspired optimization techniques to find solutions to these problems in domains such as disease analysis and health care, object recognition, vehicular ad-hoc networking, high-dimensional data analysis, gene expression analysis, microgrids, and deep learning. As such it provides insights and inspiration for researchers to wanting to employ nature-inspired optimization techniques in their own endeavors.
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