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VIPER – Visual Pattern Explorer

Authors :
Lara Cardinaels
Matthijs van Leeuwen
Bifet, A
May, M
Zadrozny, B
Gavalda, R
Pedreschi, D
Bonchi, F
Cardoso, J
Spiliopoulou, M
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