Iot Sensors, ML, AI and Xai: Empowering a Smarter World
Pradhan, Biswajeet, Mukhopadhyay, Subhas
- 出版商: Springer
- 出版日期: 2024-10-25
- 售價: $7,720
- 貴賓價: 9.5 折 $7,334
- 語言: 英文
- 頁數: 480
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 3031686012
- ISBN-13: 9783031686016
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相關分類:
人工智慧、感測器 Sensor、物聯網 IoT
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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,利用尖端的機器學習(ML)技術,如深度學習和可解釋的人工智慧(XAI)模型,結合物聯網(IoT)感測器數據的各種實際應用。書中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,並詳細介紹了使用各種最先進的機器學習和物聯網感測器數據的案例研究及實用解決方案,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均有幫助,並透過建議未來研究方向及提供AI和物聯網領域的建議,提供了寶貴的見解。