@majidkh,
It's very tenuous to say the least, but the way I see it,
particularly tends to look at one specific 'item' without really emphasizing the relation to the rest of the items it was selected from, where especially does seem to relate to the other 'items' the one 'item' was picked from.
But that is stretching it a bit. Even if my hunch is correct, the difference is quite miniscule and McTag is completely right when he says the words can pretty much be used interchangeably.