Machine Learning in Healthcare and Security: Advances, Obstacles, and Solutions
暫譯: 醫療與安全中的機器學習：進展、障礙與解決方案
Pranav, Prashant, Patel, Archana, Jain, Sarika
- 出版商: CRC
- 出版日期: 2025-06-27
- 售價: $2,320
- 貴賓價: 9.5 折 $2,204
- 語言: 英文
- 頁數: 212
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032483997
- ISBN-13: 9781032483993
-
相關分類:
Machine Learning、資訊安全
尚未上市，無法訂購
相關主題
商品描述
This book brings together a blend of different areas of machine learning and recent advances in the area. From the use of ML in healthcare to security, this book encompasses several areas related to ML while keeping a check on traditional ML algorithms.
Machine Learning in Healthcare and Security: Advances, Obstacles, and Solutions describes the predictive analysis and forecasting techniques in different emerging and classical areas using the approaches of ML and AI. It discusses the application of ML and AI in medical diagnostic systems and deals with the security prevention aspects of ML and how it can be used to tackle various emerging security issues. This book also focuses on NLP and understanding the techniques, obstacles, and possible solutions.
This is a valuable reference resource for researchers and postgraduate students in healthcare systems engineering, computer science, cyber-security, information technology, and applied mathematics.
商品描述(中文翻譯)
這本書結合了機器學習的不同領域及其最新進展。從機器學習在醫療保健到安全領域的應用，本書涵蓋了與機器學習相關的多個領域，同時也檢視了傳統的機器學習演算法。
《醫療保健與安全中的機器學習：進展、障礙與解決方案》描述了在不同新興及傳統領域中使用機器學習（ML）和人工智慧（AI）的方法進行預測分析和預測技術。它討論了機器學習和人工智慧在醫療診斷系統中的應用，並處理機器學習的安全防範方面，以及如何利用其應對各種新興的安全問題。本書還專注於自然語言處理（NLP），並理解相關技術、障礙及可能的解決方案。
這是一本對於醫療系統工程、計算機科學、網路安全、資訊技術及應用數學的研究人員和研究生來說，極具價值的參考資源。
作者簡介
Dr. Archana Patel is an Assistant Professor, School of Law, Forensic Justice, & Policy Studies, (General Computer Applications/IT), National Forensic Sciences University, Gandhinagar, Gujarat, India. She has worked as a full time faculty at School of Computing and Information Technology, Eastern International University, Binh Duong Province, Vietnam. She has completed her Postdoc from the Freie Universität Berlin, Berlin, Germany. She has filed a patent entitled "Method and System for Creating Ontology of Knowledge Units In A Computing Environment" in Nov 2019. She has received Doctor of Philosophy (Ph.D.) in Computer Applications and PG degree both from the National Institute of Technology (NIT) Kurukshetra, India in 2020 and 2016 respectively. She has qualified GATE and UGC-NET/JRF exams in year 2017. Dr. Patel has also contributed in research project funded by Defence Research and Development Organization (DRDO), for the period of two year. Dr. Patel is an author or co-author of more than 40 publications in numerous referred journals and conference proceedings. She has been awarded best paper award (four times) in the international conferences. She has served as a reviewer in various reputed journal and conferences. Dr. Patel has received various awards for presentation of research work at various international conferences, teaching and research institutions. She has edited six books and served as a guest editors in many well reputed journals. Dr. Patel served as a keynote at ICOECA-2022 and ICSADL 2022. Her research interests are Ontological Engineering, Semantic Web, Big Data, Expert System and Knowledge Warehouse.
Dr. Prashant Pranav is an Assistant Professor in the Department of Computer Science and Engineering, Birla Institute of Technology, Mesra. He completed his PhD from Birla Institute of Technology, Mesra in the field of Cryptography. His research interests include Cryptography, Cyber Security, Biometric Security, Digital Forensics, Algorithm Analysis, Network Security, Statistical Analysis and Musical Cryptography. He has published many research articles and conference proceedings in journals of repute. He also has authored four reference books with well known publishers.
Dr. Sarika Jain graduated from Jawaharlal Nehru University (India) in 2001. Her doctorate, awarded in 2011, is in the field of knowledge representation in Artificial Intelligence. She has served in the field of education for over 19 years and is currently in service at the National Institute of Technology Kurukshetra, India. Dr. Jain has authored or co-authored over 150 publications, including books. Dr. Jain has supervised four doctoral scholars who are well-placed now. She has received grants from DRDO, DST, CSIR, and NIT Kurukshetra for research projects; from AICTE (thrice) for FDPs; from DAAD RISE worldwide (thrice) for hosting research interns from Germany; and MHRD (twice) for hosting a reputed international faculty and for FDP. She works in collaboration with various researchers across the globe, including in Germany, Austria, Australia, Malaysia, Spain, the USA, and Romania. She is a senior member of the IEEE, a member of ACM, and a Life Member of the CSI. Among the awards and honors she has received are the Best Paper Awards, Feb 2021 (two), Aug 2020, Aug 2017; and the Best Faculty Award, Sep 2019 from NIT Kurukshetra. For more and most updated information, see https: //sites.google.com/view/nitkkrsarikajain/.
作者簡介(中文翻譯)
阿查娜·帕特爾博士是印度古吉拉特邦甘地納格的國立法醫科學大學法學院、法醫正義與政策研究所（一般計算機應用/資訊科技）的助理教授。她曾在越南平陽省的東方國際大學計算機與資訊科技學院擔任全職教職。她在德國柏林自由大學完成了博士後研究。她於2019年11月申請了一項名為「在計算環境中創建知識單元本體的方法和系統」的專利。她於2020年和2016年分別獲得印度國立技術學院（NIT）庫魯克舍特拉的計算機應用博士（Ph.D.）學位和碩士學位。她在2017年通過了GATE和UGC-NET/JRF考試。帕特爾博士還參與了由國防研究與發展組織（DRDO）資助的研究項目，為期兩年。帕特爾博士是40多篇發表於多個學術期刊和會議論文集的作者或共同作者。她在國際會議上四次獲得最佳論文獎。她曾擔任多個知名期刊和會議的審稿人。帕特爾博士因在各種國際會議上展示研究成果而獲得多項獎項，並在多個教學和研究機構中獲得認可。她編輯了六本書籍，並在許多知名期刊擔任客座編輯。帕特爾博士在ICOECA-2022和ICSADL 2022擔任主題演講者。她的研究興趣包括本體工程、語義網、大數據、專家系統和知識倉庫。
普拉尚特·普拉納夫博士是比爾拉科技學院計算機科學與工程系的助理教授。他在比爾拉科技學院完成了加密學領域的博士學位。他的研究興趣包括加密學、網絡安全、生物識別安全、數位取證、算法分析、網絡安全、統計分析和音樂加密學。他在多個知名期刊上發表了許多研究文章和會議論文。他還與知名出版社合作撰寫了四本參考書籍。
薩里卡·賈因博士於2001年畢業於賈瓦哈拉爾·尼赫魯大學（印度）。她於2011年獲得的博士學位專注於人工智慧中的知識表徵。她在教育領域工作超過19年，目前在印度國立技術學院庫魯克舍特拉任職。賈因博士已發表或共同發表超過150篇出版物，包括書籍。她指導了四位目前已在各自領域中表現優異的博士生。她曾獲得來自DRDO、DST、CSIR和NIT庫魯克舍特拉的研究項目資助；來自AICTE（三次）的FDP資助；來自DAAD RISE worldwide（三次）資助德國研究實習生；以及來自MHRD（兩次）資助接待知名國際教員和FDP。她與全球各地的研究人員合作，包括德國、奧地利、澳大利亞、馬來西亞、西班牙、美國和羅馬尼亞。她是IEEE的高級會員，ACM的會員，以及CSI的終身會員。她獲得的獎項和榮譽包括2021年2月（兩次）、2020年8月、2017年8月的最佳論文獎；以及2019年9月來自NIT庫魯克舍特拉的最佳教員獎。欲了解更多最新資訊，請參見 https://sites.google.com/view/nitkkrsarikajain/.
