Incremental Maintenance on the Border of the Space of Emerging Patterns

摘要

Emerging patterns (EPs) are useful knowledge patterns with many applications. In recent studies on bio-medical profiling data, we have successfully used such patterns to solve difficult cancer diagnosis problems and produced higher classification accuracy when compared to alternative methods. However, the discovery of EPs is a challenging and computationally expensive problem.