I just found what was the problem with not finding all the publications. This was because those publications has no “jaartal” (year of publish). Because I filter on “jaartal” (between 1600 and 2050), those records didn't show up.
I just have the problem that the slider isn't working any more (in advanced search). Any ideas about that?