@Es_Ter You might have to install Fairphone OS 1.8.7 again. By doing so, also Backup & Restore would be installed again and, hopefully, work afterwards.
@toganeger Titanium Backup is there to backup apps, not to delete them! 
On a serious note: Titanium Backup should not delete anything on your phone.