Machine Learning Approaches and Applications in Applied Intelligence for Healthcare Data Analytics

在過去的二十年中，機器學習經歷了劇烈的發展，並且仍在快速且持續地變化著其範式、方法論、應用及其他方面。本書提供了當前及新興的機器學習範式在健康資訊學中的彙編，並反映出其多樣性和複雜性。

Abhishek Kumar is Doctorate in computer science from University of Madras and done M.tech in Computer Sci. & Engineering from Government engineering college Ajmer, Rajasthan Technical University, Kota India. He has total Academic teaching experience of more than 7 years with more than 80 publications in reputed, peer reviewed National and International Journals, books & Conferences. He has guided more than 20 M.Tech Projects and Thesis and guiding 2 PhD Scholar. His research area includes- Artificial intelligence, Image processing, Computer Vision, Data Mining, Machine Learning. He has been Session chair and keynote Speaker of many International conferences, webinars in India and Abroad. He has been the reviewer for IEEE and Inderscience Journal. He has authored/Co-Authored 6 books published internationally and edited 16 book (Published & ongoing with Elsevier, Wiley, IGI GLOBAL Springer, Apple Academic Press, De-Grueter and CRC etc. He has been member of various National and International professional societies in the field of engineering & research like Senior Member of IEEE, IAENG (International Association of Engineers), Associate Member of IRED (Institute of Research Engineers and Doctors), He has got Sir CV Raman National award for 2018 in young researcher and faculty Category from IJRP Group. He is Editor of Special issue in the Journal Computer materials and continua [SCI and SCOPUS.IF- 4.98] and Intelligent Automation and Soft Computing [SCI, SCOPUS, IF-1.276] Cognitive Neuro dynamics, Springer [SCI, SCOPUS, IF-3.925].

Ashutosh Kumar Dubey PhD is currently in the department of Computer Science and Engineering, Chitkara University School of Engineering and Technology, Chitkara University, Himachal Pradesh, India. He received his PhD degree in Computer Science and Engineering from JK Lakshmipat University, Jaipur, and Rajasthan, India. He is the Senior Member of IEEE and ACM. He has more than 14 years of teaching experience. He has authored a book name Database Management Concepts. He has been associated with many international and national conferences as the Technical Program Committee member. He is also associated as the Editor/Editorial Board Member/ Reviewer of many peer-reviewed journals. His research areas are Data Mining, Health Informatics, Optimization, Machine Learning, Cloud Computing, Artificial Intelligence and Object-Oriented Programming.

Sreenatha G. Anavatti is a Senior Lecturer with the School of Engineering and Information Technology at the University of New South Wales, Canberra, Australia. He has a Ph.D. from Indian Institute of Science, Bengaluru, India. Before moving to Australia, he was an Associate Professor at Indian Institute of Technology, Mumbai, India. As an established faculty at Indian Institute of Technology, he has contributed to the major National Projects like Indian Remote Sensing Satellite, Light Combat Aircraft and Air to Air Missile. His research work includes the application of AI for autonomous systems that include image processing for improved sensing and GAN based networks for improved classification with imbalanced data sets. In addition, he also works on the application of modern control tools for applications related to Aerospace, Underwater and Ground Vehicles including Evolutionary Fuzzy and Fuzzy Neural Systems for identification and control of dynamic systems. He has authored more than 250 papers in peer reviewed International Journals and International conferences. He has been an active reviewer for a number of high quality journals like IEEE transactions and Technical Committee member for a number of International Conferences like SSCI

Pramod Singh Rathore is pursuing his Doctorate in computer science from University of Engineering and Management (UEM) and done M. Tech in Computer Sci. & Engineering from Government engineering college Ajmer, Rajasthan Technical University, Kota India. He has been working as an Assistant professor of Computer Science & Engineering Department at Aryabhatt Engineering College and Research centre, Ajmer, Rajasthan and also visiting faculty in Government University MDS Ajmer. He has total Academic teaching experience of more than 8 years with more than 50 publications in reputed, peer reviewed National and International Journals, books & Conferences like Wiley, IGI GLOBAL, Taylor & Francis Springer, Elsevier Science Direct, Annals of Computer Science, Poland, and IEEE. He has authored/Co-Authored 6 books published internationally and edited 16 book (Published & ongoing with Elsevier, Wiley, IGI GLOBAL Springer, Apple Academic Press, De-Grueter and CRC etc. His research area includes NS2, Computer Network, Mining, and DBMS.

Abhishek Kumar擁有馬德拉斯大學的計算機科學博士學位，並在印度拉賈斯坦邦的阿傑梅爾政府工程學院獲得計算機科學與工程的碩士學位。他擁有超過7年的學術教學經驗，並在國內外知名的同行評審期刊、書籍和會議上發表了超過80篇論文。他指導了超過20個碩士項目和論文，並正在指導2名博士生。他的研究領域包括人工智慧、影像處理、計算機視覺、資料挖掘和機器學習。他曾擔任多個國際會議的會議主席和主題演講者，並參加了國內外的網路研討會。他是IEEE和Inderscience期刊的審稿人，並著有或合著6本國際出版的書籍，編輯了16本書（已出版及正在進行中，與Elsevier、Wiley、IGI GLOBAL、Springer、Apple Academic Press、De-Grueter和CRC等合作）。他是多個國內外工程與研究專業學會的成員，如IEEE的高級會員、IAENG（國際工程師協會）和IRED（研究工程師與醫生學會）的副會員。他獲得了IJRP集團頒發的2018年Sir CV Raman國家獎，獲得年輕研究者和教職員類別的榮譽。他是《計算材料與連續體》期刊的特刊編輯（SCI和SCOPUS，影響因子4.98）以及《智能自動化與軟體計算》（SCI、SCOPUS，影響因子1.276）和《認知神經動力學》，Springer（SCI、SCOPUS，影響因子3.925）。

Ashutosh Kumar Dubey博士目前在印度喜馬偕爾邦的Chitkara大學工程與技術學院的計算機科學與工程系任教。他在JK Lakshmipat大學獲得計算機科學與工程的博士學位。他是IEEE和ACM的高級會員，擁有超過14年的教學經驗。他著有一本名為《資料庫管理概念》的書籍，並作為技術程序委員會成員參與了許多國際和國內會議。他還擔任多本同行評審期刊的編輯/編輯委員會成員/審稿人。他的研究領域包括資料挖掘、健康資訊學、優化、機器學習、雲計算、人工智慧和物件導向程式設計。

Sreenatha G. Anavatti是澳大利亞新南威爾士大學堪培拉校區工程與資訊技術學院的高級講師。他擁有印度班加羅爾印度科學研究院的博士學位。在移居澳大利亞之前，他曾是印度孟買印度理工學院的副教授。作為印度理工學院的資深教職員，他參與了印度遙感衛星、輕型戰鬥機和空對空導彈等重大國家項目。他的研究工作包括將人工智慧應用於自主系統，這些系統包括用於改善感測的影像處理和基於生成對抗網路的改進分類，特別是在不平衡數據集的情況下。此外，他還致力於現代控制工具在航空航天、水下和地面車輛等應用中的應用，包括用於識別和控制動態系統的進化模糊和模糊神經系統。他在同行評審的國際期刊和國際會議上發表了超過250篇論文，並擔任多本高品質期刊的活躍審稿人，如IEEE Transactions，並擔任多個國際會議的技術委員會成員，如SSCI。

Pramod Singh Rathore正在印度工程與管理大學（UEM）攻讀計算機科學博士學位，並在印度拉賈斯坦邦的阿傑梅爾政府工程學院獲得計算機科學與工程的碩士學位。他目前的工作是……