A data stream is a sequence of data points with explicit or implicit timestamps that is attributed with transiency, infiniteness, uncertainty, concept drift and multi-dimensionality. Computer network traffic, web searches and sensor data are some examples of data streams. Our research in this area includes data stream mining, miss sensor data identification and outlier detection for both single stream and multiple stream applications. Our work has been funded in part by NASA and DOD.

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