Efficient Subgroup Discovery Through Auto-Encoding

Autor: van der Haar, Joost F., Nagelkerken, Sander C., Smit, Igor G., van Straaten, Kjell, Tack, Janneke A., Schouten, Rianne Margaretha, Duivesteijn, Wouter, Bouadi, Tassadit, Fromont, Elisa, Hüllermeier, Eyke

Publikováno v: Lecture Notes in Computer Science ISBN: 9783031013324
Advances in Intelligent Data Analysis XX: 20th International Symposium on Intelligent Data Analysis, IDA 2022, Proceedings, 327-340
STARTPAGE=327;ENDPAGE=340;TITLE=Advances in Intelligent Data Analysis XX

Current subgroup discovery methods struggle to produce good results for large real-life datasets with high dimensionality. Run times can become high and dependencies between attributes are hard to capture. We propose a method in which auto-encoding i

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::3bc978877a4e9690e9b9054d9bc77e0f
https://doi.org/10.1007/978-3-031-01333-1_26