The 26-year-old was shown a red card for what referee Anthony Taylor deemed to be a high challenge on Baggies midfielder James Morrison after 77 minutes at the Hawthorns.
A statement on Everton's official website www.evertonfc.com read: "The Blues were informed on Tuesday afternoon that referee Anthony Taylor's decision would be upheld, thus ruling Bilyaletdinov out of Sunday's Premier League finale against Chelsea, as well as the first two games of next season."
It added: "The appeal was dismissed in spite of Morrison providing a statement in support of the Everton player."
Source: PA
Source: PA