Trends of Data Science and Applications: Theory and Practices
暫譯: 數據科學趨勢與應用：理論與實踐

Rautaray, Siddharth Swarup, Pemmaraju, Phani, Mohanty, Hrushikesha

Trends of Data Science and Applications: Theory and Practices
  • 出版商: Springer
  • 出版日期: 2021-03-22
  • 售價: $6,780
  • 貴賓價: 9.5 折 $6,441
  • 語言: 英文
  • 頁數: 341
  • 裝訂: Hardcover - also called cloth, retail trade, or trade
  • ISBN: 9813368144
  • ISBN-13: 9789813368149
  • 相關分類: Data Science

    • 海外代購書籍(需單獨結帳)

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商品描述

This book includes an extended version of selected papers presented at the 11th Industry Symposium 2021 held during January 7-10, 2021. The book covers contributions ranging from theoretical and foundation research, platforms, methods, applications, and tools in all areas. It provides theory and practices in the area of data science, which add a social, geographical, and temporal dimension to data science research. It also includes application-oriented papers that prepare and use data in discovery research. This book contains chapters from academia as well as practitioners on big data technologies, artificial intelligence, machine learning, deep learning, data representation and visualization, business analytics, healthcare analytics, bioinformatics, etc. This book is helpful for the students, practitioners, researchers as well as industry professional.

商品描述(中文翻譯)

本書包含了在2021年1月7日至10日舉行的第11屆產業研討會上發表的選定論文的擴展版本。該書涵蓋了從理論和基礎研究、平台、方法、應用到各種工具的貢獻。它提供了數據科學領域的理論和實踐，為數據科學研究增添了社會、地理和時間的維度。書中還包括了以應用為導向的論文，這些論文準備並使用數據進行探索性研究。本書包含了來自學術界和實務界的章節，涵蓋大數據技術、人工智慧、機器學習、深度學習、數據表示與視覺化、商業分析、醫療分析、生物資訊學等主題。本書對學生、從業者、研究人員以及業界專業人士都非常有幫助。

作者簡介

Siddharth Swarup Rautaray is an Associate Professor at the School of Computer Engineering, KIIT-Deemed to be University, Bhubaneswar, India. He received his Ph.D. in Information Technology from the Indian Institute of Information Technology, Allahabad, U.P., India. He has over 9 years of teaching and research experience. His research interest areas are big data analytics, image processing, intelligent systems, human-computer interaction, and similar innovative areas. His research contribution includes 05 co-edited proceedings/books, over 75 research publications in reputed conferences, book chapters, and journals. As an organizing chair, he has organized 05 international conferences and has been part of different core committees of other conferences and workshops. He has delivered invited talks in several workshops and conferences.

Phani Pemmaraju is Director of Consulting Services at Infor India. He received his MCA degree from the School of Computer and Information Sciences, University of Hyderabad, Hyderabad. He has over 22 years of experience in the field of software development. He has got certifications in APICS - CPIM Certified in basics of supply chain management and Microsoft certified professional. He has been a member of the advisory board, e-governance implementation at the University of Hyderabad. He has published several research articles and delivered invited lectures in different institutes.

Hrushikesha Mohanty, Professor at the School of Computer and Information Sciences, University of Hyderabad, Hyderabad is currently on lien to serve as the Vice-Chancellor of KIIT, Deemed to be University, Bhubaneswar. His research interests include distributed computing, software engineering, and computational social science. Before joining the University of Hyderabad, he worked at Electronics Corporation of India Limited, Hyderabad for developing strategic real-time systems. Other than computer science research publications, he regularly writes Odia poems, stories, and a weekly Odia column MoKatha.

作者簡介(中文翻譯)

Siddharth Swarup Rautaray 是印度布巴內斯瓦爾 KIIT（被認可的大學）計算機工程學院的副教授。他在印度阿拉哈巴德的印度信息技術學院獲得了信息技術博士學位。他擁有超過 9 年的教學和研究經驗。他的研究興趣領域包括大數據分析、圖像處理、智能系統、人機交互及類似的創新領域。他的研究貢獻包括 5 本共同編輯的會議論文集/書籍，以及在知名會議、書籍章節和期刊上發表的超過 75 篇研究論文。作為組織主席，他組織了 5 次國際會議，並參與了其他會議和研討會的不同核心委員會。他在多個研討會和會議上發表了受邀演講。

Phani Pemmaraju 是 Infor India 的諮詢服務總監。他在海得拉巴大學計算機與信息科學學院獲得了 MCA 學位。他在軟體開發領域擁有超過 22 年的經驗。他獲得了 APICS - CPIM 供應鏈管理基礎認證和微軟認證專業人士的資格。他曾是海得拉巴大學電子治理實施的諮詢委員會成員。他發表了多篇研究文章，並在不同機構進行了受邀講座。

Hrushikesha Mohanty 是海得拉巴大學計算機與信息科學學院的教授，目前借調擔任 KIIT（被認可的大學）副校長。他的研究興趣包括分散式計算、軟體工程和計算社會科學。在加入海得拉巴大學之前，他曾在印度電子公司工作，負責開發戰略性即時系統。除了計算機科學的研究出版物外，他還定期撰寫奧里亞語詩歌、故事，以及每週的奧里亞語專欄 MoKatha。

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