Thank you Bitkilo :) You were right. It is a change address.
I confirmed it by typing listaddressgroupings in the bitcoin-qt console window.
To sum it up for someone else who would have the problem later :
- after sending 0.1 bitcoin to myself I noticed another address I didn't know received 0.15 ...