A. Nishikawa et al., DATA CLASSIFICATION COMPONENT IN A DEDUCTIVE DATABASE SYSTEM AND ITS APPLICATION TO PROTEIN STRUCTURAL-ANALYSIS, IEICE transactions on information and systems, E78D(11), 1995, pp. 1377-1387
Scientific database systems for the analysis of genes and proteins are
becoming very important these days. We have developed a deductive dat
abase system PACADE for analyzing the three dimensional and secondary
structures of proteins. In this paper, we describe the statistical dat
a classification component of PACADE. We implemented the component for
cluster analysis and discrimination analysis. In addition, we enhance
d the aggregation function in order to calculate the characteristic va
lues which are useful for data classification. By using the cluster an
alysis function, the proteins are thereby classified into different ty
pes of structural characteristics. The results of these structural ana
lysis experiments are also described in this paper.