@Maro For me it worked very simply!
After getting the error message alert, I executed 'eclipsec.exe' from a command prompt. This opened Eclipse. Then again I tried with 'eclipse.exe' and now it's working nice and well.
Unfortunately, it didn't give any technical reason for this.