Machine Learning and IoT for Intelligent Systems and Smart Applications
P, Madhumathy, Kumar, M. Vinoth, Umamaheswari, R.
- 出版商: CRC
- 出版日期: 2024-10-07
- 售價: $2,380
- 貴賓價: 9.5 折 $2,261
- 語言: 英文
- 頁數: 228
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032047259
- ISBN-13: 9781032047256
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相關分類:
Machine Learning、物聯網 IoT
海外代購書籍(需單獨結帳)
相關主題
商品描述
商品描述(中文翻譯)
本書探討了機器學習和物聯網(IoT)領域中的演算法應用及相關應用。它進一步討論了機器學習領域中的挑戰和未來方向,並闡明了其在技術中的角色,特別是在物聯網安全問題方面。書中還包含了相關應用和案例研究。
作者簡介
Dr. Madhumathy P is working as an Associate Professor at RV Institute of Technology and Management (RVITM), Bengaluru, Karnataka, India. She completed her engineering from Anna University in 2006. M.E (gold medalist) from AVIT in 2009 and Ph.D. from Anna University in 2015. She has rich experience in teaching for about 14 years. Her area of interests includes Computer Networks, Wireless Communication, Wireless sensor Networks, Internet of Things, Wireless Channel Modeling, Mobile Communication and topics related to Networks and Wireless Communication domains. She has published more than 75 papers in international, national journals and conferences. She is a life member in ISTE and senior member from IEEE. She serves as a reviewer for IEEE, IET, Springer, Inderscience and Elsevier journals. She has registered and published three Indian patent. She has received a grant for the title "A Complex Programmable Logic Device Based Green House Monitoring System for Agriculture" from VGST, Govt. of Karnataka, under SMYSR program, Published a book titled "Computer Communication Networks" with ISBN number 978-81-937245-1-4. Acted as publication chair for international IEEE conference held at DSATM. She has conducted and coordinated many workshops and FDPs.
Dr. M Vinoth Kumar, obtained his Bachelor's degree in Computer Science and Engineering from Periyar University, Salem, Tamilnadu, India. He obtained his Master's degree in Computer Science and Engineering and PhD in Computer Science majoring in Agent Programming from Anna University, Chennai, Tamilnadu, India. Currently, he is an Associate professor at the Faculty of Information Science and Engineering, RV Institute of Technology and Management, Bengaluru, Karnataka, India. His specializations includes Artificial Intelligence, Machine learning and Big Data Computing. His current research interests are convolutional neural network and medical image processing. He has published 45 research papers in reputed national, International journals and conferences. He has filed 6 innovative patents and 1 patent is granted by Indian patent office. He is the reviewer and editorial member in Indexed national and International Journals. He is the life member of Computer Society of India(CSI), Indian Science Congress Association(ISCA) and associate member of Institute of Engineers(India), Indian Society of Technical Education(ISTE).
Dr. R. Umamaheswari, currently working as Assistant Professor in Department of Electronics & Instrumentation Engineering at SRM Valliammai Engineering College, Kattankulathur, Tamilnadu, India. She has completed her Ph. D in the field of wireless communication in the year 2017 from Anna University. She completed her Masters in VLSI Design Engineering (2011) from Anna University and Bachelors in Electronics and Instrumentation Engineering (2004) from Madras University. She received gold medal in her Master's Degree. She has more than 10 years of teaching experience. She specializes herself in the core area of soft computing techniques. She is an innovative person with deep knowledge in Artificial Intelligence, Neuro-fuzzy systems and IoT. She has published more than 25 research articles in national and international journals. She has published three text books for Basic electrical, electronics and instrumentation engineering for second semester anna university syllabus. She has filed three patents in India. She has organized guest lecture, seminars, faculty development programme under the banner of All India Council of Technical Education (AICTE). She delivered guest lecture in various institutions and also shared various chair-positions in conferences, seminars. She is Life Member of professional societies like ISTE, ISC, CSI, IAENG.
作者簡介(中文翻譯)
Dr. Madhumathy P 目前擔任印度卡納塔克邦班加羅爾的 RV Institute of Technology and Management (RVITM) 副教授。她於 2006 年在安娜大學完成工程學學位,2009 年在 AVIT 獲得碩士學位(金牌得主),並於 2015 年在安娜大學獲得博士學位。她擁有約 14 年的教學經驗。她的研究興趣包括計算機網絡、無線通信、無線傳感器網絡、物聯網、無線信道建模、移動通信以及與網絡和無線通信領域相關的主題。她在國際和國內期刊及會議上發表了超過 75 篇論文。她是 ISTE 的終身會員,並且是 IEEE 的高級會員。她擔任 IEEE、IET、Springer、Inderscience 和 Elsevier 期刊的審稿人。她已註冊並發表了三項印度專利。她獲得了來自卡納塔克邦政府 VGST 的資助,題為「基於複雜可編程邏輯設備的農業溫室監控系統」,並出版了名為《計算機通信網絡》的書籍,ISBN 編號為 978-81-937245-1-4。她曾擔任在 DSATM 舉辦的國際 IEEE 會議的出版主席。她舉辦並協調了多個工作坊和教師發展計劃(FDP)。
Dr. M Vinoth Kumar 於印度泰米爾納德邦塞勒姆的 Periyar University 獲得計算機科學與工程學士學位。他在安娜大學(印度金奈)獲得計算機科學與工程碩士學位,並在計算機科學領域專攻代理程式設計獲得博士學位。目前,他是 RV Institute of Technology and Management 資訊科學與工程系的副教授。他的專業領域包括人工智慧、機器學習和大數據計算。他目前的研究興趣為卷積神經網絡和醫學影像處理。他在知名的國內外期刊和會議上發表了 45 篇研究論文。他已申請 6 項創新專利,其中 1 項已獲得印度專利局的批准。他是多個國內外期刊的審稿人和編輯成員。他是印度計算機學會(CSI)、印度科學大會(ISCA)的終身會員,以及印度工程師學會(Institute of Engineers)和印度技術教育學會(ISTE)的副會員。
Dr. R. Umamaheswari 目前在印度泰米爾納德邦 Kattankulathur 的 SRM Valliammai Engineering College 電子與儀器工程系擔任助理教授。她於 2017 年在安娜大學完成無線通信領域的博士學位。她於 2011 年在安娜大學獲得 VLSI 設計工程碩士學位,並於 2004 年在馬德拉斯大學獲得電子與儀器工程學士學位。她在碩士學位中獲得金牌。她擁有超過 10 年的教學經驗,專注於軟計算技術的核心領域。她是一位具有創新精神的人,對人工智慧、神經模糊系統和物聯網擁有深厚的知識。她在國內外期刊上發表了超過 25 篇研究文章。她為安娜大學第二學期的基本電氣、電子和儀器工程課程出版了三本教科書。她在印度申請了三項專利。她在全印度技術教育委員會(AICTE)的旗幟下組織了客座講座、研討會和教師發展計劃。她在各大機構進行了客座講座,並在會議和研討會中擔任多個主席職位。她是 ISTE、ISC、CSI 和 IAENG 等專業社團的終身會員。