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商品描述
AI for Product Development explores the transformative role of artificial intelligence in reshaping modern industries. This book offers a comprehensive guide, spanning the evolution of AI in product innovation to practical applications, such as clustering techniques, human-autonomous vehicle interactions, and personalized healthcare solutions. With contributions from leading researchers, it covers explainable AI, real-world case studies, and ethical considerations in intelligent systems. The chapters delve into cutting-edge topics such as YOLO model variants, AI-driven emotion detection, and strategies for overcoming AI implementation challenges. Designed for researchers, professionals, and students, it bridges theory and practice, emphasizing AI's profound impact on product development and beyond.
商品描述(中文翻譯)
《人工智慧在產品開發中的應用》探討了人工智慧在重塑現代產業中的變革性角色。本書提供了一個全面的指南，涵蓋了人工智慧在產品創新中的演變以及實際應用，例如聚類技術、人類與自駕車的互動，以及個性化醫療解決方案。書中匯集了領先研究者的貢獻，涵蓋了解釋性人工智慧、真實案例研究以及智能系統中的倫理考量。各章深入探討了前沿主題，如YOLO模型變體、人工智慧驅動的情感檢測，以及克服人工智慧實施挑戰的策略。本書旨在為研究人員、專業人士和學生提供理論與實踐的橋樑，強調人工智慧對產品開發及其他領域的深遠影響。
作者簡介
Kanchan Naithani received her Ph.D. in the Department of Computer Science and Engineering at H.N.B. Garhwal University (A Central University), Srinagar Garhwal, Uttarakhand, India (2024). She completed M.Tech in Computer Science and Engineering from G.B. Pant Engineering Institute of Technology, Ghurdauri, Pauri, Uttarakhand, India (2018) and B. Tech in Computer Science and Engineering from Graphic Era Hill University, Dehradun India (2016). Currently, she is working as an Assistant Professor in the School of Computing Science and Engineering (SCSE), Galgotias University, Greater Noida, Gautam Budha Nagar, Uttar Pradesh-203201 (India). She has authored and co-authored more than twenty papers (according to Scopus Database) in refereed high-impact journals, conferences, and books, and some of her articles were given best paper awards. She has filed two patents (Nationally and Internationally) in the area of Deep Learning and Internet of Things. She has edited two books for CRC Press and IGI Global. Her research interests focus on Artificial Intelligence, Machine Learning, Sentiment Analysis and Natural Language Processing. She is a lifetime member of the IAENG Society of Artificial Intelligence and the IAENG Society of Computer Science.
Shrikant Tiwari (Senior Member, IEEE) received his Ph.D. in the Department of Computer Science and Engineering at the Indian Institute of Technology (Banaras Hindu University), Varanasi, India, in 2012, and his M.Tech. in Computer Science and Technology from the University of Mysore, India, in 2009. Currently, he serves as an Associate Professor in the School of Computing Science and Engineering at Galgotias University, Greater Noida, Gautam Buddha Nagar, Uttar Pradesh, India. Dr. Tiwari has published over seventy-five plus papers in refereed high-impact journals, conferences, and books, with several of his articles receiving best paper awards. He has also filed more than 10 patents, both nationally and internationally, in the areas of deep learning, the Internet of Things, cyber-physical systems, and computer vision. Additionally, he has edited more than five books for prestigious publishers such as IET, Elsevier, Springer, and CRC Press. His research interests include machine learning, deep learning, computer vision, medical image analysis, pattern recognition, and biometrics. Dr. Tiwari is a Fellow of the Institution of Electronics and Telecommunication Engineers (IETE), a Senior Member of IEEE and a member of the Association for Computing Machinery (ACM), the Institution of Engineering and Technology (IET), the Computer Society of India (CSI), the Indian Society for Technical Education (ISTE), the International Association of Engineers (IAENG), and the Science and Engineering Institute (SCIEI). He also serves as a guest editorial board member and reviewer for numerous international journals of repute.
Shabnam Kumari is working as a Ph.D. scholar in the Department of Computer Science and Engineering, SRM University, Chennai, Tamil Nadu, India. She has more than 3 years of experience including teaching, research and other areas. She has completed her MCA from YMCA University of Science and Technology, Faridabad. She has filed more than five national and international patents in the area of IoTs, Machine Learning, Deep Learning and Wireless Network. She has published twenty plus research articles in International Conferences and Journals. Her areas of interest include Machine Learning, Deep Learning, and related fields. She is a lifetime member of ACM-Women and SCRS.
作者簡介(中文翻譯)
**Kanchan Naithani** 於印度烏塔拉坎德邦斯里納加爾的 H.N.B. Garhwal 大學（中央大學）計算機科學與工程系獲得博士學位（2024年）。她於2018年在印度烏塔拉坎德邦 G.B. Pant 工程技術學院獲得計算機科學與工程的碩士學位（M.Tech），並於2016年在印度德拉敦的 Graphic Era Hill 大學獲得計算機科學與工程的學士學位（B.Tech）。目前，她在印度大諾伊達的 Galgotias 大學計算科學與工程學院擔任助理教授。根據 Scopus 數據庫，她已在經過審核的高影響力期刊、會議和書籍上發表了二十多篇論文，其中一些文章獲得最佳論文獎。她在深度學習和物聯網領域申請了兩項專利（國內和國際）。她為 CRC Press 和 IGI Global 編輯了兩本書。她的研究興趣集中在人工智慧、機器學習、情感分析和自然語言處理。她是 IAENG 人工智慧學會和 IAENG 計算機科學學會的終身會員。
**Shrikant Tiwari**（IEEE 高級會員）於2012年在印度瓦拉納西的印度理工學院（班納拉斯印度大學）計算機科學與工程系獲得博士學位，並於2009年在印度邁索爾大學獲得計算機科學與技術的碩士學位（M.Tech）。目前，他在印度大諾伊達的 Galgotias 大學計算科學與工程學院擔任副教授。Tiwari 博士已在經過審核的高影響力期刊、會議和書籍上發表了超過七十五篇論文，其中多篇文章獲得最佳論文獎。他還在深度學習、物聯網、網絡物理系統和計算機視覺等領域申請了超過10項專利，涵蓋國內和國際。他為 IET、Elsevier、Springer 和 CRC Press 等知名出版社編輯了五本以上的書籍。他的研究興趣包括機器學習、深度學習、計算機視覺、醫學影像分析、模式識別和生物識別技術。Tiwari 博士是電子與電信工程師學會（IETE）院士、IEEE 高級會員，以及計算機協會（ACM）、工程與技術學會（IET）、印度計算機學會（CSI）、印度技術教育學會（ISTE）、國際工程師協會（IAENG）和科學與工程研究所（SCIEI）的成員。他還擔任多本國際知名期刊的客座編輯委員會成員和審稿人。
**Shabnam Kumari** 目前在印度泰米爾納德邦金奈的 SRM 大學計算機科學與工程系擔任博士研究生。她擁有超過三年的教學、研究及其他領域的經驗。她在 YMCA 科學與技術大學完成了 MCA 學位。她在物聯網、機器學習、深度學習和無線網絡領域申請了五項以上的國內和國際專利。她在國際會議和期刊上發表了二十多篇研究文章。她的研究興趣包括機器學習、深度學習及相關領域。她是 ACM-Women 和 SCRS 的終身會員。
