Before revision:  The empirical studies, however, have considered the multiplex structure rather as an ensemble of single layer networks  than as an interconnected multiplex or multilayer network.
After revision:  These studies, however, have considered the multiplex structure rather as an ensemble of single layer networks than as an interconnected multiplex or multilayer network.