OK, found it after many hours of searching: it was caused by an item linked to a non-existing channel of the KNX-Binding.
Tracked it down by successively commenting out all of my items until the error was gone.
Thanks to @Udo_Hartmann whose advice in this thread gave me the pointer into the right direction, the KNX-Binding.
