In Windows is Ctrl+Alt+Arrow Up.
And "Add Previous Line" is Ctrl+Alt+Arrow Down.
My distribution is Linux Mint Rafaela 17.2
According to official documentation then the linux equivelant of your keystrokes are Alt+Shift+Arrow Up and Alt+Shift+Arrow Down but there they are called Column selection Up
and Column Selection Down
.