@inbook{ff0c5481512741a1b85c0a655117e501,
title = "Multi-granularity semi-random data partitioning",
abstract = "In this chapter, we introduce the concepts of semi-heuristic data partitioning, and present a proposed multi-granularity framework for semi-heuristic data partitioning. We also discuss the advantages of the proposed framework in terms of dealing with class imbalance and the sample representativeness issue, from granular computing perspectives.",
author = "Han Liu and Mihaela Cocea",
note = "Publisher Copyright: {\textcopyright} 2018, Springer International Publishing AG.",
year = "2017",
month = nov,
day = "5",
doi = "10.1007/978-3-319-70058-8_6",
language = "English",
isbn = "9783319700571",
series = "Studies in Big Data",
publisher = "Springer",
pages = "49--65",
booktitle = "Granular Computing Based Machine Learning",
}