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With a fast paced development of bioinformatics in recent years, we have witnessed a rapid growth of the number of databases and tools available for aiding in scientific research and knowledge discovery for bioinformaticians. Web service is an enabling technique to facilitate bioinformaticians in this discovery process by integrating the databases and tools. In this paper, we will propose a novel...
In this paper, we present a new technique, called stream projected ouliter detector (SPOT), to deal with outlier detection problem in high-dimensional data streams. SPOT is unique in a number of aspects. First, SPOT employs a novel window-based time model and decaying cell summaries to capture statistics from the data stream. Second, sparse subspace template (SST), a set of top sparse subspaces obtained...
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