Computational Intelligence Applications in Business Intelligence and Big Data Analytics
Sugumaran, Vijayan, Sangaiah, Arun Kumar, Thangavelu, Arunkumar
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.
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.
Vijayan Sugumaran是密西根州羅徹斯特奧克蘭大學( Oakland University)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、本體論和語義網、智能代理和多智能體系統以及基於知識的系統。Sugumaran博士是《國際智能信息技術期刊》的主編，並擔任其他八本期刊的編輯委員會成員。他是國際資訊資源管理協會國際會議(IRMA 2001-2002, 2005-2007)的智能信息系統軌道主席，以及美洲信息系統會議(AMCIS 1999-2007)的商業智能代理和多智能體系統迷你軌道主席。此外，他還曾擔任2004年決策科學學會年會的電子商務軌道主席。
Arun Kumar Sangaiah在印度泰米爾納德邦的VIT大學獲得計算機科學和工程博士學位。他目前在VIT大學的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、生物信息學和嵌入式系統。他在不同國內外期刊和會議上發表了100多篇論文。Arun Kumar博士是國際智能信息技術期刊(IGI出版社)的國際顧問委員會成員，也是IJIES日本的編輯委員會成員。此外，他還擔任過多個國際期刊(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。他在軟體工程、通信網路、自組網路、數據庫和軟計算技術領域指導了許多研究生和碩士研究生。
Arunkumar Thangavelu是印度Vellore Institute of Technology的計算科學學院的高級教授。他的研究重點是軟計算方法、自組網路高性能網絡(MANET/VANET/PANET)、數據挖掘/分析、大數據分析、環境智能、基於方面的網絡管理、上下文感知中間件和物聯網(IoT)。他在多個國際會議和期刊上發表了90多篇論文。他曾擔任多個國際/國內會議的主席和程序委員會成員，並發表了主題演講。他撰寫了研究書籍，並為IEEE、Science Direct和Wiley等國際期刊審查研究論文。他也喜歡講授課程，並通過積極參與幫助研究社區發揮潛力。