Possible to set window to full size in Yosemite when pressing green button?

In Yosemite when I press a window's green 'fullsize' button, it will be full size, but somehow differently from earlier way, I can not use change between windows shortcut, because window will claim the whole screen. Any idea how to use it earlier?