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
Performance Assessment of Non-Integer-Hour Data Blocks in BDS Broadcast Ephemeris
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DOI: 10.1109/access.2024.3386952
Abstract: Due to system anomalies, BeiDou navigation satellite system (BDS) sometimes updates the broadcast ephemeris at non-integral hours. The gross errors contained in the non-integer-hour data blocks of broadcast ephemeris will lead to the signal-in-space (SIS)… read more here.
Keywords: data blocks; integer hour; non integer; performance ... 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