Computational Intelligence Applications in Business Intelligence and Big Data Analytics
暫譯: 商業智慧與大數據分析中的計算智慧應用

Sugumaran, Vijayan, Sangaiah, Arun Kumar, Thangavelu, Arunkumar

  • 出版商: Auerbach Publication
  • 出版日期: 2023-01-21
  • 售價: $2,130
  • 貴賓價: 9.5$2,024
  • 語言: 英文
  • 頁數: 378
  • 裝訂: Quality Paper - also called trade paper
  • ISBN: 1032476761
  • ISBN-13: 9781032476766
  • 相關分類: 大數據 Big-dataData Science
  • 海外代購書籍(需單獨結帳)

商品描述

There are a number of books on computational intelligence (CI), but they tend to cover a broad range of CI paradigms and algorithms rather than provide an in-depth exploration in learning and adaptive mechanisms. This book sets its focus on CI based architectures, modeling, case studies and applications in big data analytics, and business intelligence. The intended audiences of this book are scientists, professionals, researchers, and academicians who deal with the new challenges and advances in the specific areas mentioned above. Designers and developers of applications in these areas can learn from other experts and colleagues through this book.

商品描述(中文翻譯)

有許多關於計算智慧(Computational Intelligence, CI)的書籍,但它們往往涵蓋廣泛的 CI 範式和演算法,而不是深入探討學習和適應機制。本書專注於基於 CI 的架構、建模、案例研究以及在大數據分析和商業智慧中的應用。本書的目標讀者是科學家、專業人士、研究人員和學者,他們面對上述特定領域的新挑戰和進展。在這些領域中,應用程式的設計者和開發者可以通過本書向其他專家和同事學習。

作者簡介

Vijayan Sugumaran is a Professor of Management Information Systems in the department of Decision and Information Sciences at Oakland University, Rochester, Michigan, USA. His research interests are in the areas of Software Product Lines, Domain Modeling, Ontologies and Semantic Web, Intelligent Agent and Multi-Agent Systems, and Knowledge-Based Systems. Dr. Sugumaran is the editor-in-chief of the International Journal of Intelligent Information Technologies and also serves on the editorial board of eight other journals. He is the chair of Intelligent Information Systems track for the Information Resources Management Association International Conference (IRMA 2001 - 2002, 2005 - 2007) and the Intelligent Agent and Multi-Agent Systems in Business mini-track for Americas Conference on Information Systems (AMCIS 1999 - 2007). He also served as the chair of E-Commerce track for Decision Science Institute's Annual Conference, 2004.

Arun Kumar Sangaiah obtained his Doctor of Philosophy (Ph.D.) in Computer Science and Engineering from VIT University, Vellore, Tamil Nadu, India. He is presently working as Associate Professor in School of Computing Science and Engineering, VIT University, India. His experience and areas of interest focus on Software Engineering, Soft Computing, Wireless Networks, Bio-Informatics, and Embedded Systems. He has author of more than 100 publications in different journals and conference of National and International repute. Dr.Arun Kumar is member of international advisory board of IJIIT (IGI publisher) and editorial board member of IJIES, Japan. Also, he has served as a special guest editor of various international journals (Inderscience, Hindawi, IGI publishers). He is an active member of Compute Society of India. He has guided many research students and post-graduate students in the field of software engineering, communication networks, ad hoc networks, database, and soft computing techniques.

Arunkumar Thangavelu is associated with Vellore Institute of Technology as Senior Professor in School of Computing Sciences. His research focuses on soft computing approaches, ad hoc high-performance networking (in MANET/ VANET/ PANET), data mining / analysis, Big Data Analysis, ambient intelligence, aspect based network management, context aware middleware and Internet of Things (IoT). He has published more than 90 works in multiple international conferences and journals. He serves as chair and program committee member in organizing numerous international / national conferences, in which he had delivered key note lecturers. He has authored research books and reviews research papers for International journals such as IEEE, Science Direct and Wiley publications. He is also fond of giving lecturers and helping the research community to achieve its potential through active participation.

作者簡介(中文翻譯)

Vijayan Sugumaran 是美國密西根州羅徹斯特奧克蘭大學決策與資訊科學系的管理資訊系統教授。他的研究興趣包括軟體產品線、領域建模、本體論與語意網、智慧代理與多代理系統,以及知識基礎系統。Sugumaran 博士是《國際智慧資訊技術期刊》的主編,並且擔任其他八本期刊的編輯委員會成員。他是資訊資源管理協會國際會議(IRMA 2001 - 2002, 2005 - 2007)智慧資訊系統專題的主席,以及美洲資訊系統會議(AMCIS 1999 - 2007)中智慧代理與多代理系統在商業中的迷你專題的主席。他還曾擔任決策科學學會年會2004年電子商務專題的主席。

Arun Kumar Sangaiah 於印度泰米爾納德邦維洛爾的 VIT 大學獲得計算機科學與工程的哲學博士(Ph.D.)。他目前在印度 VIT 大學計算科學與工程學院擔任副教授。他的經驗和興趣領域集中在軟體工程、軟計算、無線網路、生物資訊學和嵌入式系統。他在國內外知名的期刊和會議上發表了超過100篇論文。Arun Kumar 博士是 IJIIT(IGI 出版社)國際諮詢委員會的成員,並且是日本 IJIES 的編輯委員會成員。此外,他還擔任過多本國際期刊(Inderscience、Hindawi、IGI 出版社)的特邀編輯。他是印度計算機學會的活躍成員,並指導了許多研究生和碩士生,專注於軟體工程、通信網路、臨時網路、資料庫和軟計算技術的領域。

Arunkumar Thangavelu 目前在維洛爾科技學院擔任計算科學高級教授。他的研究重點在於軟計算方法、臨時高效能網路(在 MANET/VANET/PANET 中)、資料挖掘/分析、大數據分析、環境智慧、基於面向的網路管理、上下文感知中介軟體和物聯網(IoT)。他在多個國際會議和期刊上發表了超過90篇作品。他擔任多個國際/國內會議的主席和程序委員會成員,並在會議中發表了主題演講。他撰寫了研究書籍,並為 IEEE、Science Direct 和 Wiley 出版的國際期刊審稿。他也熱衷於授課,並幫助研究社群通過積極參與來實現其潛力。

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