The British boyband were not recognised in any category, despite cracking America and being largely successful throughout Europe.
"I think it's bulls**t that we weren't nominated for an EMA this year!!!" he tweeted.
He added: "Maybe next year x"
The Wanted were however nominated for 'Best New Artist' at this year's MTV Video Music Awards, but eventually lost out to rivals One Direction.
Rihanna and Taylor Swift are the acts with the most nominations at this year's EMAs.
> MTV Europe Music Awards 2012: The nominees in full
The Wanted recently premiered their new single 'I Found You', to be released on November 4.
Listen to the track below: