PatternMiner v.2 – Integrated Pattern Based Management System
Abstract: PatternMiner is orientated to store and efficiently manage data mining results (patterns) by comparing and monitoring them over time. It is the result of the expansion and the integration of two systems, the Pattern Based Management System (PBMS) PatternMiner v.1 and the Pattern Comparison Framework PANDA (Patterns for Next generation Database systems). The PatternMiner v.1 has the ability to generate data mining patterns, convert them to a uniform PMML form and store them into an XML pattern-base, from which the patterns could be retrieved using appropriate queries. On the other hand, the PANDA framework is a comparison system of both simple and complex patterns of the same type and has the ability to compare many different pattern types.
Partners:
INFOLAB | InfoLab, Univ. Piraeus web site |
Architecture:
Selected publications: SIGKDD’08, ECML/PKDD’08
People involved: Evangelos Kotsifakos, Irene Ntoutsi, Yannis Theodoridis