Title: On Realizing Rough Set Algorithms with Apache Spark

Year of Publication: Jul - 2016
Page Numbers: 111-112
Authors: Kuo-Min Huang, Hsin-Yu Chen, Kan-Lin Hsiung
Conference Name: The Third International Conference on Data Mining, Internet Computing, and Big Data (BigData2016)
- Turkey

Abstract:


In this note, in line with the emerging granular computing paradigm for huge datasets, we consider a Spark implementation of rough set theory, which is a powerful mathematical tool to deal with vagueness and uncertainty in imperfect data.