Since you already have to know the name of the remote computer in order to copy a file from it, use that information to name the file:
Set RemoteName=remote-machine Ren "\\%RemoteName%\c\Program Files\Applications\Applications.LOG" "%fullstamp%-%RemoteName%-Applications.LOG"