Machine Learning and Python for Human Behavior, Emotion, and Health Status Analysis

Uddin, MD Zia

Machine Learning and Python for Human Behavior, Emotion, and Health Status Analysis
  • 出版商: CRC
  • 出版日期: 2024-08-30
  • 售價: $3,570
  • 貴賓價: 9.5 折 $3,392
  • 語言: 英文
  • 頁數: 250
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 1032544783
  • ISBN-13: 9781032544786
  • 相關分類: Python、程式語言、Machine Learning

    • 海外代購書籍(需單獨結帳)

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商品描述

This book is a practical guide for individuals interested in exploring and implementing smart home applications using Python. Comprising six chapters enriched with hands-on codes, it seamlessly navigates from foundational concepts to cutting-edge technologies, balancing theoretical insights and practical coding experiences. In short, it is a gateway to the dynamic intersection of Python programming, smart home technology, and advanced machine learning applications, making it an invaluable resource for those eager to explore this rapidly growing field.

Key Features:

  • Throughout the book, practicality takes precedence, with hands-on coding examples accompanying each concept to facilitate an interactive learning journey
  • Striking a harmonious balance between theoretical foundations and practical coding, the book caters to a diverse audience, including smart home enthusiasts and researchers
  • The content prioritizes real-world applications, ensuring readers can immediately apply the knowledge gained to enhance smart home functionalities
  • Covering Python basics, feature extraction, deep learning, and XAI, the book provides a comprehensive guide, offering an overall understanding of smart home applications

商品描述(中文翻譯)

這本書是一本實用指南，適合對使用 Python 探索和實現智慧家庭應用感興趣的個人。全書共六章，內容豐富，包含實作範例，從基礎概念無縫過渡到尖端技術，平衡了理論見解和實際編碼經驗。簡而言之，它是通往 Python 程式設計、智慧家庭技術和先進機器學習應用的動態交匯點，對於渴望探索這個快速成長領域的人來說，是一個無價的資源。

主要特色：
- 全書以實用性為優先，每個概念都附有實作範例，以促進互動式學習旅程。
- 在理論基礎和實際編碼之間取得和諧平衡，書中內容適合各類讀者，包括智慧家庭愛好者和研究者。
- 內容優先考慮實際應用，確保讀者能立即將所學知識應用於增強智慧家庭功能。
- 涵蓋 Python 基礎、特徵提取、深度學習和 XAI，這本書提供了全面的指南，讓讀者對智慧家庭應用有整體的理解。

作者簡介

Md Zia Uddin was born in 1981 at Haji Alimuddin's House, 18 No Ward, East Bakalia, Chittagong, Bangladesh. Dr. Zia completed his PhD in Biomedical Engineering in 2011. He is currently working as a Senior Research Scientist in Sustainable Communication Technologies department of SINTEF Digital, Oslo, Norway. SINTEF is the largest research institute in Scandinavia and one of the largest research institutes in Europe. He has been leading/working on work packages of various national and international research projects. His research fields are mainly focused on data & feature analysis from various sources for physical/mental healthcare using machine learning/artificial intelligence/XAI. Dr. Zia also has a good teaching experience with more than 20 computer science-related courses from bachelor's degree to PhD.

Dr. Zia has got more than 150 peer-reviewed research publications including prestigious international journals, conferences, and book chapters. Half of the publications are led or mostly done by him. His Google Scholar citations are around 4500. He got Gold Medal Award (2008) for academic excellence in undergraduate study. He was also Awarded Korean Government IT Scholarship (March 2007 to February 2011) and Kyung Hee University President Scholarship (March 2007 to February 2011). His research works received best/outstanding paper awards in several peer reviewed international conferences. He acted as a reviewer in many prestigious journals including IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Information Fusion, IEEE Transactions on Industrial Informatics, and IEEE Transactions on Biomedical Engineering, etc.

Dr. Zia has been leading/working in different work packages of national and international research projects. He has been enlisted in the World's Top 2% Scientists since 2019, conducted by Stanford University of USA and Elsevier BV. For more information about his work and background: https: //sites.google.com/site/webpagezia/home.

作者簡介(中文翻譯)

Md Zia Uddin 於1981年出生於孟加拉國吉大港東巴卡利亞18號區的哈吉·阿利穆丁之家。Zia 博士於2011年獲得生物醫學工程博士學位。目前，他在挪威奧斯陸的 SINTEF Digital 可持續通信技術部門擔任高級研究科學家。SINTEF 是斯堪地那維亞最大的研究機構，也是歐洲最大的研究機構之一。他一直在領導和參與各種國內外研究項目的工作包。他的研究領域主要集中在利用機器學習/人工智慧/XAI 從各種來源進行物理/心理健康護理的數據和特徵分析。Zia 博士在計算機科學相關課程方面擁有豐富的教學經驗，涵蓋從學士到博士的超過20門課程。

Zia 博士擁有超過150篇經過同行評審的研究出版物，包括著名的國際期刊、會議和書籍章節。其中一半的出版物是由他主導或主要完成的。他的 Google Scholar 引文數約為4500。他因在本科階段的學術優秀而獲得金獎（2008年）。他還獲得了韓國政府的 IT 獎學金（2007年3月至2011年2月）和京畿大學校長獎學金（2007年3月至2011年2月）。他的研究作品在多個經過同行評審的國際會議中獲得最佳/傑出論文獎。他曾擔任多個著名期刊的審稿人，包括 IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)、Information Fusion、IEEE Transactions on Industrial Informatics 和 IEEE Transactions on Biomedical Engineering 等。

Zia 博士一直在不同的國內外研究項目的工作包中擔任領導或參與角色。自2019年以來，他被列入全球前2%的科學家名單，該名單由美國斯坦福大學和 Elsevier BV 進行評估。如需了解更多有關他的工作和背景的信息，請訪問：https://sites.google.com/site/webpagezia/home。

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