A Fast and Simple Method for Mining Subsequences with Surprising Event Counts

Abstract

We consider the problem of mining subsequences with surprising event counts. When mining patterns, we often test a very large number of potentially present patterns, leading to a high likelihood of finding spurious results. Typically, this problem grows as the size of the data increases. Existing methods for statistical testing are not usable for mining… (More)
DOI: 10.1007/978-3-642-40988-2_25
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