Data Driven Decision Making using Analytics
暫譯: 使用分析進行數據驅動的決策制定
Gandhi, Parul, Bhatia, Surbhi, Dev, Kapal
- 出版商: CRC
- 出版日期: 2024-10-07
- 售價: $2,390
- 貴賓價: 9.5 折 $2,271
- 語言: 英文
- 頁數: 138
- 裝訂: Quality Paper - also called trade paper
- ISBN: 1032058285
- ISBN-13: 9781032058283
海外代購書籍(需單獨結帳)
商品描述
商品描述(中文翻譯)
本書旨在推動數據分析領域朝向決策制定,涵蓋模型與演算法、理論概念、應用、相關領域的實驗或針對特定議題的研究,包括資料庫技術(Database Technology)、機器學習(Machine Learning)、知識基礎系統(Knowledge-based System)、高效能計算(High Performance Computing)等概念。
作者簡介
Dr. Parul Gandhi
A Doctorate in the subject of Computer Science with the study area in Software Engineering from Guru Jambheshwar University, Hisar. She is also a Gold Medalist in M.Sc. Computer Science. She is having a strong inclination towards academics and research. She has 15 yrs of academic, research and administrative experiences. She has published more than 40 research papers in reputed International/ National journal and conferences. Her research interests include software Quality, soft computing, and Software metrics and Component Based Software Development, Data Mining, IOT. Presently she is working as Professor, Manav Rachna International Institute of Research and Studies(MRIIRS), Faridabad. She is also handling the PhD program of the University. She has also been associated as a Editorial Board members of SN Applied Sciences and also a reviewer with various reputed journals of IEEE and Conferences. She has successfully published many book chapters in scopus indexed books and also editing various books with high indexing databases like Wiley and Springer. She is also handling special issues in journals of Elsevier, Springer as a guest editor. She has been called as a resource person in various FDPs and also chaired session in various IEEE conferences. She is the life time member of Computer Society of India.
Dr. Surbhi Bhatia PMP(R)
A doctorate in Computer Science and Engineering from Banasthali Vidypaith, India. She is currently an Assistant Professor in Department of Information Systems, College of Computer Sciences and Information Technology, King Faisal University, Saudi Arabia. She has rich 8 years of teaching and academic experience. She is in the Editorial board member with Inderscience Publishers in the International Journal of Hybrid Intelligence, SN Applied Sciences, Springer and also in several IEEE conferences. She has been granted seven national and international patents. She has published more than 30 papers in reputed journals and conferences in high indexing databases including SCI, SCIE, Web of Science and Scopus. She has delivered talks as keynote speaker in IEEE conferences and in faculty development programs. She has successfully authored two books from Springer and Wiley. Currently, she is editing three books from CRC Press, Elsevier and Springer. She is also handling special issues in journals of Elsevier, Springer as a guest editor. She has been an active researcher in the field of Data mining, Machine Learning, and Information Retrieval.
Dr. Kapal Dev
Post-doctral Research Fellow with the CONNECT Centre, School of Computer Science and Statistics, Trinity College Dublin (TCD). His education Profile revolves over ICT background i.e. Electronics (B.E and M.E), Telecommunication Engineering (PhD) and Post-doc (Fusion of 5G and Blockchain). He was awarded the PhD degree by Politecnico di Milano, Italy in July 2019. His research interests include Blockchain, 5G Beyond Networks and Artificial Intelligence. Previously, he worked as 5G Junior Consultant and Engineer at Altran Italia S.p.A, Milan on 5G use cases. He is PI of two Erasmus + International Credit Mobility projects. He is evaluator of MSCA Co-Fund schemes, Elsevier Book proposals and top scientific journals and conferences including IEEE TII, IEEE TITS, IEEE TNSE, IEEE JBHI, FGCS, COMNET, TETT, IEEE VTC, WF-IoT. TPC member of IEEE BCA 2020 in conjunction with AICCSA 2020, ICBC 2021, DICG Colocated with Middleware 2020 and FTNCT 2020. He is also serving as GE in COMNET (I.F 3.11), Associate Editor in IET Quantum Communication, GE in COMCOM (I.F: 2.8), GE in CMC-Computers, Materials & Continua (I.F 4.89) and lead chair in one of CCNC 2021 workshops. He is also acting as Head of Projects for Oceans Network funded by European Commission.
作者簡介(中文翻譯)
帕魯爾·甘地博士
擁有印度希薩爾的古魯·詹比什瓦爾大學(Guru Jambheshwar University)計算機科學博士學位,研究領域為軟體工程。她在計算機科學碩士學位中獲得金牌。她對學術和研究有著強烈的興趣,擁有15年的學術、研究和行政經驗。她在國際和國內的知名期刊及會議上發表了超過40篇研究論文。她的研究興趣包括軟體質量、軟計算、軟體度量、基於元件的軟體開發、數據挖掘和物聯網(IoT)。目前,她在法里達巴德的馬納夫·拉奇納國際研究與學院(Manav Rachna International Institute of Research and Studies, MRIIRS)擔任教授,並負責該大學的博士課程。她還擔任《SN Applied Sciences》的編輯委員會成員,並擔任多個IEEE期刊和會議的審稿人。她成功地在Scopus索引的書籍中發表了多個書章,並編輯了多本在Wiley和Springer等高索引數據庫中的書籍。她還作為客座編輯負責Elsevier和Springer期刊的特刊。她曾在多個FDP中被邀請作為資源人員,並在多個IEEE會議中擔任會議主席。她是印度計算機學會的終身會員。
蘇比·巴蒂亞博士 PMP(R)
擁有印度巴納斯塔利大學(Banasthali Vidypaith)的計算機科學與工程博士學位。她目前是沙烏地阿拉伯法伊薩爾大學(King Faisal University)計算機科學與信息技術學院信息系的助理教授。她擁有8年的豐富教學和學術經驗。她是《國際混合智能期刊》(International Journal of Hybrid Intelligence)、《SN Applied Sciences》、Springer及多個IEEE會議的編輯委員會成員。她已獲得七項國內外專利。她在高索引數據庫中發表了超過30篇論文,包括SCI、SCIE、Web of Science和Scopus。她曾在IEEE會議和教師發展計劃中擔任主題演講者。她成功地從Springer和Wiley出版了兩本書。目前,她正在編輯來自CRC Press、Elsevier和Springer的三本書。她還作為客座編輯負責Elsevier和Springer期刊的特刊。她在數據挖掘、機器學習和信息檢索領域是一位活躍的研究者。
卡帕爾·德夫博士
擔任都柏林三一學院(Trinity College Dublin, TCD)計算機科學與統計學院CONNECT中心的博士後研究員。他的教育背景涵蓋ICT領域,即電子工程(B.E和M.E)、電信工程(PhD)及博士後研究(5G與區塊鏈的融合)。他於2019年7月獲得意大利米蘭理工大學(Politecnico di Milano)的博士學位。他的研究興趣包括區塊鏈、5G超越網絡和人工智能。此前,他在意大利米蘭的Altran Italia S.p.A擔任5G初級顧問和工程師,專注於5G應用案例。他是兩個Erasmus +國際學分流動項目的主要研究者(PI)。他是MSCA共同資助計劃、Elsevier書籍提案以及包括IEEE TII、IEEE TITS、IEEE TNSE、IEEE JBHI、FGCS、COMNET、TETT、IEEE VTC、WF-IoT等頂尖科學期刊和會議的評審委員。作為IEEE BCA 2020的TPC成員,他參與了AICCSA 2020、ICBC 2021、DICG與Middleware 2020共同舉辦的會議及FTNCT 2020。他還擔任COMNET(影響因子3.11)的GE、IET量子通信的副編輯、COMCOM(影響因子2.8)的GE、CMC-Computers, Materials & Continua(影響因子4.89)的GE,並在CCNC 2021的其中一個工作坊中擔任主導主席。他還擔任歐洲委員會資助的海洋網絡項目的項目負責人。