Title :
Study on knowledge discovery algorithms based on the bit granular matrix
Author_Institution :
Dept. of Libr., JiangXi Vocational Coll. of Finance & Econ., Jiujiang, China
Abstract :
Based on the definition of bit granular matrix, a matrix-based knowledge discovery algorithm is proposed and it can attribute reduction and attribute value reduction simplifies the mathematical operations directly, In the operation process, Reflect the extent of the knowledge understanding, provided a new research approach to study on knowledge representation, decomposition, synthesis, reduction, etc.
Keywords :
data mining; matrix algebra; rough set theory; attribute value reduction; bit granular matrix; knowledge decomposition; knowledge reduction; knowledge representation; knowledge synthesis; knowledge understanding; matrix-based knowledge discovery algorithm; Boolean functions; Data structures; Matrix decomposition; Silicon compounds; Rough set theory; bit granular matrix; knowledge discovery; knowledge reduction;
Conference_Titel :
Future Information Technology and Management Engineering (FITME), 2010 International Conference on
Conference_Location :
Changzhou
Print_ISBN :
978-1-4244-9087-5
DOI :
10.1109/FITME.2010.5656222