Research papers on genome mining at Morishita Laboratory
We have been applying database and data mining techniques to the analysis of genome data, while we are also developing novel techniques tailored to this purpose.
Mining associations with statistical
significance for genome mining
"Traversing Itemset Lattices with Statistical Metric Pruning" to be
presented at PODS2000 gzipped
PS PDF
Since the use of statistical measures is essential to infer correlations
among a large number of genes, we generalize the idea
of the Apriori algorithm to handle various statistical metrics without
the use of higher support thresholds.