Data & IT
Nature Inspired Computing for Data Science
Minakhi Rout • Jitendra Kumar Rout • Himansu Das
Inbunden
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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.
- Format: Inbunden
- ISBN: 9783030338190
- Språk: Engelska
- Antal sidor: 295
- Utgivningsdatum: 2020-01-24
- Förlag: Springer Nature Switzerland AG