 Fever also brought Minogue a number of accolades and award nominations . At the 2002 ARIA Music Awards ceremony , the album won the awards for " Best Pop Release " and " Highest Selling Album " , and garnered a nomination in the category of " Album of the Year " . At the same ceremony , " Can 't Get You Out of My Head " won the awards for " Single of the Year " and " Highest Selling Single " , and Minogue won the " Outstanding Achievement Award " . At the 2002 Brit Awards ceremony , Fever won the award for " Best International Album " , while Minogue was nominated for " Best International Female Solo Artist " and " Best Pop Act " , winning the former . At the 2002 MTV Europe Music Awards ceremony , the album was nominated for " Best Album " ; Minogue was nominated for " Best Female Act " , " Best Dance Act " , and " Best Pop Act " , winning the latter two . During this period , Minogue earned her first Grammy Award nomination when " Love at First Sight " was nominated in the category of " Best Dance Recording " at the 2003 award ceremony , although it lost to British electronic band Dirty Vegas 's song " Days Go By " . She eventually won a Grammy Award when " Come into My World " was nominated in the same category at the 2004 award ceremony . It marked the first time an Australian music artist had won an award in a major category at the American award show since Australian rock band Men at Work won the award for " Best New Artist " in 1982 . The song is Minogue 's only Grammy award winning song to this date . 
