Approximation algorithms for mining patterns from data streams

• Main Author: Dang, Xuan Hong
• Other Authors: Ng, Wee Keong
• Format: Theses and Dissertations
• Language: English
• Published: 2008
• Subjects: DRNTU::Engineering::Computer science and engineering::Information systems::Database management
• Online Access: https://hdl.handle.net/10356/13581
• Institution: Nanyang Technological University

Traditional data mining techniques expect all data to be managed within some form of persistent datasets. Recently, for many emerging applications, such as stock tickers, web-click streams, and telecom call records, the concept of a \textit{data stream} is more appropriate than a stored dataset....