The discrete empirical interpolation method in class identification and data summarization
Sign Up to like & getrecommendations! Published in 2024 at "Wiley Interdisciplinary Reviews: Computational Statistics"
DOI: 10.1002/wics.1653
Abstract: The discrete empirical interpolation method (DEIM) is well established as a means of performing model order reduction in approximating solutions to differential equations, but it has also more recently demonstrated potential in performing data class… read more here.
Keywords: interpolation method; data summarization; discrete empirical; empirical interpolation ... See more keywords
Data summarization: a survey
Sign Up to like & getrecommendations! Published in 2018 at "Knowledge and Information Systems"
DOI: 10.1007/s10115-018-1183-0
Abstract: Summarization has been proven to be a useful and effective technique supporting data analysis of large amounts of data. Knowledge discovery from data (KDD) is time consuming, and summarization is an important step to expedite… read more here.
Keywords: summarization survey; knowledge; survey; summarization ... See more keywords