Nature Inspired Computing for Data Science
暫譯: 自然啟發計算在數據科學中的應用
Rout, Minakhi, Rout, Jitendra Kumar, Das, Himansu
- 出版商: Springer
- 出版日期: 2020-01-24
- 售價: $4,510
- 貴賓價: 9.5 折 $4,285
- 語言: 英文
- 頁數: 295
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3030338193
- ISBN-13: 9783030338190
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相關分類:
Data Science
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商品描述
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.
商品描述(中文翻譯)
本書探討了數據科學中的當前研究和概念,以及如何利用不同的自然啟發優化技術來解決這些問題。書中專注於各種數據科學問題,包括分類、聚類、預測和深度學習,並探討研究人員如何使用自然啟發的優化技術來尋找在疾病分析和健康護理、物體識別、車輛自組網、高維數據分析、基因表達分析、微電網和深度學習等領域的解決方案。因此,本書為希望在自身研究中應用自然啟發優化技術的研究人員提供了見解和靈感。