Event Mining ─ Algorithms and Applications
商品資訊
ISBN13:9781466568570
出版社:Taylor & Francis
作者:Tao Li (EDT); Chang-shing Perng (EDT)
出版日:2015/09/04
裝訂/頁數:精裝/400頁
商品簡介
This book presents a variety of approaches and applications for using data mining and machine learning techniques in the context of event mining. It offers an introductory overview on recent developments and discusses the challenges and common tasks that need to be addressed in practical applications. The book extensively covers complex event processing, event mining and summarization, and applications in ITIL event management, intelligent cloud management, health care, and smart homes.
作者簡介
Dr. Tao Li is a professor and Graduate Program Director in the School of Computing and Information Sciences at Florida International University (FIU) and a professor in the School of Computer Science at Nanjing University of Posts and Telecommunication. He is on the editorial boards of ACM Transactions on Knowledge Discovery from Data, IEEE Transactions on Knowledge and Data Engineering,and Knowledge and Information System Journal. He has received numerous honors, including an NSF CAREER Award, IBM Faculty Research Awards, an FIU Excellence in Research and Creativities Award, and IBM Scalable Data Analytics Innovation Award and Mentorship Awards. His research interests are in data mining, information retrieval, and computing system management. He received a PhD in computer science from the University of Rochester.
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