If this is Windows 10, you will need to edit your Config file and disable Borderless Window Mode.
See this thread as this problem was found in the Preview (beta) build for Windows But has not been fixed yet.
Battlefield 4 and Windows 10 Preview build 14352 and up. BF4 No Show