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Online Management and Mining of Heteregenous and Dynamic Time-series

In this PhD dissertation, we propose database solutions for some of the major challenges in mining and managing time-series data. In particular, we propose a framework for mining heterogeneous time-series data, and a framework for online summarization and analysis of dynamic time-series data.

In this PhD dissertation, we propose database solutions for some of the major challenges in mining and managing time-series data.