Sensor Collected Intelligence: Current Trends and Advances in Computer-Aided Intelligent Environmental Data Engineering
暫譯: 感測器收集的智慧:電腦輔助智能環境數據工程的當前趨勢與進展

Marques, Goncalo, Ighalo, Joshua O.

  • 出版商: Academic Press
  • 出版日期: 2022-03-22
  • 售價: $4,780
  • 貴賓價: 9.5$4,541
  • 語言: 英文
  • 頁數: 474
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 0323855970
  • ISBN-13: 9780323855976
  • 相關分類: 感測器 Sensor
  • 海外代購書籍(需單獨結帳)

商品描述

Sensor Collected Intelligence: Current Trends and Advances in Computer-Aided Intelligent Environmental Data Engineering merges computer engineering and environmental engineering. The book presents the latest finding on how data science and AI-based tools are being applied in environmental engineering research. This application involves multiple domains such as data science and artificial intelligence to transform the data collected by intelligent sensors into relevant and reliable information to support decision-making. These tools include fuzzy logic, knowledge-based systems, particle swarm optimization, genetic algorithms, Monte Carlo simulation, artificial neural networks, support vector machine, boosted regression tree, simulated annealing, ant colony algorithm, decision tree, immune algorithm, and imperialist competitive algorithm.

This book is a fundamental information source because it is the first book to present the foundational reference material in this new research field. Furthermore, it gives a critical overview of the latest cross-domain research findings and technological developments on the recent advances in computer-aided intelligent environmental data engineering.

商品描述(中文翻譯)

感測器收集的智慧:電腦輔助智能環境數據工程的當前趨勢與進展》融合了計算機工程與環境工程。本書展示了數據科學和基於人工智慧的工具在環境工程研究中的最新發現。這些應用涉及多個領域,如數據科學和人工智慧,旨在將智能感測器收集的數據轉化為相關且可靠的信息,以支持決策。這些工具包括模糊邏輯、知識基礎系統、粒子群優化、遺傳算法、蒙地卡羅模擬、人工神經網絡、支持向量機、增強回歸樹、模擬退火、蟻群算法、決策樹、免疫算法和帝國主義競爭算法。

本書是該新研究領域的基本信息來源,因為它是第一本提供該領域基礎參考資料的書籍。此外,它對最新的跨領域研究成果和技術發展提供了重要的概述,涵蓋了電腦輔助智能環境數據工程的最新進展。