Pioneering Autonomous Technology: A Deep Dive Into Hyper Automation: Volume 143
暫譯: 開創自動化技術:深入探討超自動化:第143卷

Poonia, Ramesh Chandra, Nayak, Soumya Ranjan, Swain, Kaliprasanna

  • 出版商: Academic Press
  • 出版日期: 2026-05-08
  • 售價: $6,250
  • 貴賓價: 9.5$5,937
  • 語言: 英文
  • 頁數: 498
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 0443317100
  • ISBN-13: 9780443317101
  • 相關分類: DeepLearningMachine Learning物聯網 IoT
  • 海外代購書籍(需單獨結帳)

商品描述

Pioneering Autonomous Technology: A Deep dive into Hyper Automation, Volume 143 in the Advances in Computers series, showcases the transformative role of artificial intelligence, deep learning, and machine learning in creating safer, more efficient, and socially inclusive environments. This volume explores how autonomous technologies are reshaping healthcare, transportation, agriculture, and urban living. Chapters cover cutting-edge applications such as deep learning-based medical diagnostics for chronic diseases, retinal biomarkers for early detection of Alzheimer's and Parkinson's, and superior CNN approaches for agricultural automation. The book highlights advances in autonomous vehicles, from industry trends and electric vehicle integration to safety and societal impacts, as well as essential topics like cybersecurity challenges and machine learning-driven life expectancy prediction. Broader societal applications include income inequality modeling, sentiment analysis in Indian languages, and IoT-based smart city initiatives, offering readers a comprehensive perspective on the future of intelligent and autonomous systems.

商品描述(中文翻譯)

《開創自主技術:深入探討超自動化,第143卷》是《計算機進展》系列中的一部作品,展示了人工智慧、深度學習和機器學習在創造更安全、更高效和更具社會包容性的環境中的變革性角色。本卷探討了自主技術如何重塑醫療保健、交通運輸、農業和城市生活。各章節涵蓋了尖端應用,例如基於深度學習的慢性病醫療診斷、用於早期檢測阿茲海默症和帕金森病的視網膜生物標記,以及農業自動化的優越卷積神經網絡(CNN)方法。該書強調了自主車輛的進展,從行業趨勢和電動車整合到安全性和社會影響,以及網絡安全挑戰和基於機器學習的壽命預測等重要主題。更廣泛的社會應用包括收入不平等建模、印度語言的情感分析和基於物聯網的智慧城市倡議,為讀者提供了對智能和自主系統未來的全面視角。