Soft Computing Applications and Techniques in Healthcare
暫譯: 醫療領域中的軟計算應用與技術
Mishra, Ashish, Suseendran, G., Phung, Trung-Nghia
- 出版商: CRC
- 出版日期: 2020-09-25
- 售價: $6,820
- 貴賓價: 9.5 折 $6,479
- 語言: 英文
- 頁數: 260
- 裝訂: Hardcover - also called cloth, retail trade, or trade
- ISBN: 0367423871
- ISBN-13: 9780367423872
海外代購書籍(需單獨結帳)
商品描述
This book provides insights into contemporary issues and challenges in soft computing applications and techniques in healthcare. It will be a useful guide to identify, categorise and assess the role of different soft computing techniques for disease, diagnosis and prediction due to technological advancements.
The book explores applications in soft computing and covers empirical properties of artificial neural network (ANN), evolutionary computing, fuzzy logic and statistical techniques. It presents basic and advanced concepts to help beginners and industry professionals get up to speed on the latest developments in soft computing and healthcare systems. It incorporates the latest methodologies and challenges facing soft computing, examines descriptive, predictive and social network techniques and discusses analytics tools and their role in providing effective solutions for science and technology.
The primary users for the book include researchers, academicians, postgraduate students, specialists and practitioners.
Dr. Ashish Mishra is a professor in the Department of Computer Science and Engineering, Gyan Ganga Institute of Technology and Sciences, Jabalpur, Madhya Pradesh, India. He has contributed in organising the INSPIRE Science Internship Camp. He is a member of the Institute of Electrical and Electronics Engineers and is a life member of the Computer Society of India. His research interests include the Internet of Things, data mining, cloud computing, image processing and knowledge-based systems. He holds nine patents in Intellectual Property, India. He has authored four books in the areas of data mining, image processing and LaTex.
Dr. G. Suseendran is an assistant professor, Department of Information Technology, School of Computing Sciences, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai, Tamil Nadu, India. His research interests include ad-hoc networks, the Internet of Things, data mining, cloud computing, image processing, knowledge-based systems, and Web information exploration. He has published more than 75 research papers in various international journals such as Science Citation Index, Springer Book Chapter, Scopus, IEEE Access and UGC-referred journals.
Prof. Trung-Nghia Phung is an associate professor and Head of Academic Affairs, Thai Nguyen University of Information and Communication Technology (ICTU). He has published more than 60 research papers. His main research interest lies in the field of speech, audio, and biomedical signal processing. He serves as a technical committee program member, track chair, session chair, and reviewer of many international conferences and journals. He was a co-Chair of the International Conference on Advances in Information and Communication Technology 2016 (ICTA 2016) and a Session Chair of the 4th International Conference on Information System Design and Intelligent Applications (INDIA 2017).
商品描述(中文翻譯)
這本書提供了當前在健康照護領域中軟計算應用和技術的問題與挑戰的見解。它將成為識別、分類和評估不同軟計算技術在疾病、診斷和預測中角色的有用指南，這些技術因科技進步而得以發展。
本書探討了軟計算的應用，涵蓋了人工神經網絡（ANN）、進化計算、模糊邏輯和統計技術的經驗特性。它呈現了基本和進階概念，以幫助初學者和業界專業人士掌握軟計算和健康照護系統的最新發展。書中納入了最新的方法論和軟計算面臨的挑戰，檢視描述性、預測性和社交網絡技術，並討論分析工具及其在提供科學和技術有效解決方案中的角色。
本書的主要讀者包括研究人員、學者、研究生、專家和實務工作者。
Dr. Ashish Mishra是印度中央邦賈巴爾普爾的Gyan Ganga科技與科學學院計算機科學與工程系的教授。他參與組織了INSPIRE科學實習營。他是電氣和電子工程師學會的成員，也是印度計算機學會的終身會員。他的研究興趣包括物聯網、資料探勘、雲計算、影像處理和知識基礎系統。他在印度的智慧財產權方面擁有九項專利。他在資料探勘、影像處理和LaTex領域著有四本書籍。
Dr. G. Suseendran是印度泰米爾納德邦Vels科技與高級研究學院計算科學學院資訊技術系的助理教授。他的研究興趣包括臨時網路、物聯網、資料探勘、雲計算、影像處理、知識基礎系統和網路資訊探索。他在多個國際期刊上發表了超過75篇研究論文，如科學引文索引、Springer書籍章節、Scopus、IEEE Access和UGC參考期刊。
Prof. Trung-Nghia Phung是泰阮資訊與通信科技大學（ICTU）的副教授及學術事務主任。他已發表超過60篇研究論文。他的主要研究興趣在於語音、音頻和生醫信號處理。他擔任多個國際會議和期刊的技術委員會成員、專題主席、會議主席和審稿人。他曾擔任2016年國際資訊與通信科技進展會議（ICTA 2016）的共同主席，以及2017年第4屆國際資訊系統設計與智能應用會議（INDIA 2017）的會議主席。
作者簡介
Dr. Ashish Mishra is currently working as a Professor in Department of Computer Science and Engineering, Gyan Ganga Institute of Technology and Sciences, Jabalpur [M.P]. He is a qualified individual with around 16 years of expertise in Teaching, R&D with specialization in Computer Science Engineering. He is B.E., M.Tech&, M.B.A. He received his Ph.D. degree from AISECT University, Bhopal, India. Been a part of various seminars, paper presentations, research paper reviews, conferences as co-convener, Member of Organizing Committee, Member of Advisory Committee, Member of Technical Committee and contribution in organizing INSPIRE Science Internship Camp. Member of IEEE, Life Member of CSI. He has published many research papers in reputed journals and conferences. He also has papers in Springer and IEEE conference. He is also a reviewer and Session Chair of IEEE international conferences, CSNT-2015, CICN-2016, CICN2017, INDIACom-2019, and ICICC-CONF 2019. His research interests include IOT, Data Mining, Cloud Computing, Image Processing and Knowledge-based systems. He is published 09 patents in Intellectual Property, India. He is published 4 books in the area of data mining, Image Processing and Latex.
G. Suseendran received his M.Sc., Information Technology and M.Phil., degree from Annamalai University, Tamil Nadu, India and Ph.D., degree in Information Technology-Mathematics from Presidency College (Autonomous), University of Madras, Tamil Nadu, India. In additional qualification, he has obtained DOEACC 'O' Level AICTE Ministry of Information Technology and Honor Diploma in Computer Programming. He is currently working as Assistant Professor, Department of Information Technology, School of Computing Sciences, Vels Institute of Science, Technology & Advanced Studies (VISTAS), Chennai, Tamil Nadu, India which is well known University. He has years of teaching experience in both UG and PG Level. His research interests include Ad-hoc networks, IOT, Data Mining, Cloud Computing, Image Processing, Knowledge-based systems and Web Information Exploration. He has produced 4 M.Phil., Scholars and 6 Ph.D. Scholar was awarded under his Guidance and Supervision. He serves as Editor/ Editorial Board Member / Technical Committee/ Reviewer of International Journal such Arab/ Poland/ Europe/ USA journals (Thomson Reuters, SCI, Elsevier). He servers as International Committee Members towards International Conference conducted in association with IEEE, Springer and Scopus. He has published more than 75 research papers in various International Journal such in Science Citation Index, Springer Book Chapter, Scopus, IEEE Access and UGC referred journals. He has presented 35 papers in various international Conferences and authored 12 Book and received 6 awards.
Trung-Nghia Phung received his Engineering degree in Electronics and Telecommunications from Hanoi University of Technology (HUST) in 2002, his Master of Science in Telecommunications from Vietnam National University - Hanoi (VNUH) in 2007, and Ph.D from Japan Advanced Institute of Science and Technology (JAIST) in 2013. He was Dean of Faculty of Electronics and Telecommunications, Thai Nguyen University of Information and Communication Technology (ICTU). He is currently working as Associate Professor and Head of Academic Affairs, ICTU. He has published over 60 research papers. He was the recipient of the award for the excellent young researcher (Golden Globe Award) from Ministry of Science and Technology of Vietnam in 2008. His main research interests include speech, audio and biomedical signal processing. He serves as a technical committee program member, track chair, session chair and reviewer of many international conferences and journals. He is a co-chair of the International Conference on Advances in Information and Communication Technology 2016 (ICTA 2016), a section chair of the 4th International Conference on Information System Design and Intelligent Applications (INDIA 2017).
作者簡介(中文翻譯)
阿希什·米什拉博士目前在印度賈巴爾普爾的吉安甘迦科技與科學學院計算機科學與工程系擔任教授。他擁有約16年的教學和研究與開發經驗，專長於計算機科學工程。他擁有工程學士（B.E.）、碩士技術（M.Tech）及工商管理碩士（M.B.A.）學位。他在印度博帕爾的AISECT大學獲得博士學位。曾參與各種研討會、論文發表、研究論文審查、會議擔任共同召集人、組織委員會成員、諮詢委員會成員、技術委員會成員，並參與組織INSPIRE科學實習營。是IEEE會員及CSI終身會員。他在知名期刊和會議上發表了多篇研究論文，並在Springer和IEEE會議上發表論文。他也是IEEE國際會議的審稿人和會議主席，包括CSNT-2015、CICN-2016、CICN2017、INDIACom-2019和ICICC-CONF 2019。他的研究興趣包括物聯網（IOT）、數據挖掘、雲計算、影像處理和知識基礎系統。他在印度的知識產權方面已獲得9項專利，並在數據挖掘、影像處理和LaTeX領域出版了4本書籍。
G. Suseendran獲得了印度泰米爾納德邦安納馬萊大學的資訊科技碩士（M.Sc.）和哲學碩士（M.Phil.）學位，以及印度馬德拉斯大學總統學院（自主）資訊科技-數學的博士學位（Ph.D.）。此外，他還獲得了DOEACC 'O'級AICTE資訊科技部的資格和計算機編程榮譽文憑。他目前在印度泰米爾納德邦金奈的Vels科學技術與高級研究學院（VISTAS）資訊科技系擔任助理教授，該校是一所知名大學。他在本科和研究生層級的教學經驗豐富。他的研究興趣包括臨時網路、物聯網（IOT）、數據挖掘、雲計算、影像處理、知識基礎系統和網路資訊探索。他指導下有4名哲學碩士（M.Phil.）學者和6名博士（Ph.D.）學者獲得學位。他擔任多個國際期刊的編輯/編輯委員會成員/技術委員會成員/審稿人，包括阿拉伯、波蘭、歐洲和美國的期刊（Thomson Reuters, SCI, Elsevier）。他還擔任與IEEE、Springer和Scopus合作舉辦的國際會議的國際委員會成員。他在各種國際期刊上發表了超過75篇研究論文，包括科學引文索引、Springer書籍章節、Scopus、IEEE Access和UGC參考期刊。他在各種國際會議上發表了35篇論文，並著作12本書，獲得6項獎項。
Trung-Nghia Phung於2002年在河內科技大學（HUST）獲得電子與電信工程學位，2007年在越南國立大學-河內（VNUH）獲得電信碩士學位，並於2013年在日本先進科學技術研究所（JAIST）獲得博士學位。他曾擔任泰阮資訊與通信科技大學（ICTU）電子與電信系主任。目前擔任ICTU的副教授及學術事務主管。他已發表超過60篇研究論文。2008年，他獲得越南科技部頒發的優秀青年研究者獎（金球獎）。他的主要研究興趣包括語音、音頻和生物醫學信號處理。他擔任多個國際會議和期刊的技術委員會成員、專題主席、會議主席和審稿人。他是2016年國際資訊與通信技術進展會議（ICTA 2016）的共同主席，以及2017年第4屆國際資訊系統設計與智能應用會議（INDIA 2017）的專題主席。
