You can force this behaviour by removing your Build-Directory before building.
<YourProject> -> RightClick -> Properties -> Build Events -> "Pre-build event command line" ->
Add something like this here:
rmdir -s "$(ProjectDir)bin\"
rmdir -s "$(ProjectDir)obj\"
Hope this can help somebody, even if this Question is 7 years old now...