I've checked my computer by avast antivirus, Ad-aware and SS&D.
Avast found nothig, Ad-aware and SS&D found some trojans and removed them but above website keeps popping up...
I found thread on this forum in which the problem with the same popping up site was mentioned and then I performed instructions from "Viruses/Spyware/Malware, preliminary removal instructions".