Back to Search
Start Over
VIPER – Visual Pattern Explorer
- Source :
- Machine Learning and Knowledge Discovery in Databases ISBN: 9783319234601, ECML/PKDD (3)
- Publication Year :
- 2015
- Publisher :
- Springer International Publishing, 2015.
-
Abstract
- We present Viper, for Visual Pattern Explorer, an innovative, browser-based application for interactive pattern exploration, assisted by visualisation, recommendation, and algorithmic search. The target audience consists of domain experts who have access to data but not to ---potentially expensive--- data mining experts. The goal of the system is to enable the target audience to perform true exploratory data mining. That is, to discover interesting patterns from data, with a focus on subgroup discovery but also facilitating frequent itemset mining.
Details
- ISBN :
- 978-3-319-23460-1
- ISBNs :
- 9783319234601
- Database :
- OpenAIRE
- Journal :
- Machine Learning and Knowledge Discovery in Databases ISBN: 9783319234601, ECML/PKDD (3)
- Accession number :
- edsair.doi.dedup.....7816c45c57172b7e893c10dd1448b2c9