| Language | English |
|---|---|
| Pages | 246-266 |
| Journal | Knowledge and Information Systems |
| Volume | 7 |
| Issue number | 2 |
| DOIs | |
| Publication status | Published - 1 Feb 2005 |
Cite this
}
Multiknowledge for Decision Making. / Wu, Q; Bell, DA; McGinnity, T.
In: Knowledge and Information Systems, Vol. 7, No. 2, 01.02.2005, p. 246-266.Research output: Contribution to journal › Article
TY - JOUR
T1 - Multiknowledge for Decision Making
AU - Wu, Q
AU - Bell, DA
AU - McGinnity, T
N1 - Other Details ------------------------------------ A critical aspect of any intelligent system is the representation of knowledge. Frequently knowledge is represented by a mapping from a condition space to a decision space. The large databases utilised are often built for purposes other than knowledge discovery and incorporate substantial redundancies, thus resulting in increased complexity in the knowledge discovery process. The importance of this paper is that it proposes a new multi-knowledge approach which, when combined with the Bayes classifier, allows for a higher decision accuracy, particularly in the situation of data sets with a large number of attributes.
PY - 2005/2/1
Y1 - 2005/2/1
U2 - 10.1007/s10115-004-0150-0
DO - 10.1007/s10115-004-0150-0
M3 - Article
VL - 7
SP - 246
EP - 266
JO - Knowledge and Information Systems
T2 - Knowledge and Information Systems
JF - Knowledge and Information Systems
SN - 0219-1377
IS - 2
ER -