In this book, we proposed database solutions for some of the major challenges in mining and managing time-series data. In particular, a framework for mining heterogeneous time-series, and a framework for online summarization and analysis of dynamic time- series data. A general framework, Information Mining to acquire information from heteregenous and potentially high dimensional time-series data is proposed. The framework consists of two major steps: first, significant, clean, and homogeneous subsets of data are identified and analyzed, then the information gathered in the first...
In this book, we proposed database solutions for some of the major challenges in mining and managing time-series data. In particular, a framework fo...
