An Asymptotic Ensemble Learning Framework for Big Data Analysis
Sign Up to like & getrecommendations! Published in 2019 at "IEEE Access"
DOI: 10.1109/access.2018.2889355
Abstract: In order to enable big data analysis when data volume goes beyond the available computing resources, we propose a new method for big data analysis. This method uses only a few random sample data blocks… read more here.
Keywords: data set; big data; data blocks; framework ... See more keywords
Exploring and cleaning big data with random sample data blocks
Sign Up to like & getrecommendations! Published in 2019 at "Journal of Big Data"
DOI: 10.1186/s40537-019-0205-4
Abstract: Data scientists need scalable methods to explore and clean big data before applying advanced data analysis and mining algorithms. In this paper, we propose the RSP-Explore method to enable data scientists to iteratively explore big… read more here.
Keywords: big data; sample data; random sample; rsp ... See more keywords