We propose a modular ensemble OCC algorithm DBM-EOC based on density analysis.
We analyze peculiarities of the target class which are crucial for OCC.
DBM-EOC obtains a tree structure of the target class considering density.
DBM-EOC can automatically detect clusters and remove noise samples.
DBM-EOC solves OCC problems with the divide-and-conquer method.