I want to use the Simple Network Configuration capabilities of Apple Mac OS X but I cannot find my printer in the "Print Center", "Printer Setup Utility" or "Default Printer Browser".

I'm using Windows Vista and trying to use a network connected Brother machine. However, I cannot see the machine in the Network Explorer. What should I do?