Can we unmonitor or delete the AP's if they are removed from network. I have seen many discussions on thwack but didn't found any resolutions. Is that feature not available? If not, can we have any workaround for that.
Check the setting referenced in this Success Center article:
Remove disappeared APs - SolarWinds Worldwide, LLC. Help and Support
Are these managed as nodes or through the controller?
Through Controller.