Iot Sensors, ML, AI and Xai: Empowering a Smarter World
暫譯: 物聯網感測器、機器學習、人工智慧與可解釋人工智慧:賦能更智慧的世界

Pradhan, Biswajeet, Mukhopadhyay, Subhas

  • 出版商: Springer
  • 出版日期: 2024-10-25
  • 售價: $7,890
  • 貴賓價: 9.5$7,496
  • 語言: 英文
  • 頁數: 480
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 3031686012
  • ISBN-13: 9783031686016
  • 相關分類: 人工智慧感測器 Sensor物聯網 IoT
  • 海外代購書籍(需單獨結帳)

相關主題

商品描述

This book uncovers and presents various real-life applications in the areas of transportation, smart cities, manufacturing, agriculture, disaster management, finance, health care and in other areas by using cutting-edge advanced Machine Learning (ML) techniques such as Deep Learning and Explainable AI (XAI) models using IoT sensor data. The book provides various examples of analyzing large amounts of data, detecting patterns, and making predictions in real-time applications and detailed case studies with practical solutions using various state-of-the-art machine learning and IoT sensor data and all these aspects will benefit the stakeholders. The book is useful for academics, researchers, upper-undergraduate, master and Ph.D. students, engineers and practitioners in sensor/IoT and AI/ML technologies, methods, applications, and related areas, and it also offers valuable insights by suggesting future research directions and providing recommendations within the fields of AI and IoT.

商品描述(中文翻譯)

本書揭示並呈現了在交通、智慧城市、製造業、農業、災害管理、金融、醫療保健及其他領域中,利用尖端的先進機器學習(Machine Learning, ML)技術,如深度學習(Deep Learning)和可解釋人工智慧(Explainable AI, XAI)模型,使用物聯網(IoT)感測器數據的各種實際應用。本書提供了分析大量數據、檢測模式及在實時應用中進行預測的各種範例,以及使用各種最先進的機器學習和物聯網感測器數據的詳細案例研究和實用解決方案,所有這些方面都將使利益相關者受益。本書對學術界、研究人員、大學高年級學生、碩士及博士生、工程師及從事感測器/物聯網和人工智慧/機器學習技術、方法、應用及相關領域的實務工作者都非常有用,並通過建議未來的研究方向和提供在人工智慧和物聯網領域的建議,提供了寶貴的見解。