Interesting patterns for clustering high-dimensional data
M. Redwine, Gordon![Interesting patterns for clustering high-dimensional data](https://support.digitalhusky.com/media/annotations/sorted/443/44369637/CHSBZCOP0344369637.jpg)
Recent advances in data mining allow for exploiting patterns as the primary means for clustering and classifying large collections of data. In this thesis, we present three advances in pattern-based clustering technology, an advance in semi-supervised pattern-based classification, and a related advance in pattern frequency counting. In our first contribution, we analyze numerous deficiencies with traditional patternsignificance measures such a...