The Eagles will face off against their former manager Sam Allardyce this weekend and Palace head into the game on the back of a 1-1 draw with the Magpies.
After Mohamed Diame opened the scoring, Milivojevic rescued a point for the home side from the penalty spot on Sunday.
Palace are now up to 14th in the Premier League table and Milivojevic believes they can overcome Everton if they produce a similar display.
He told reporters: “If we can play the same way it would be perfect. Next game is against Everton and we have to try to do the same job. If we can create like we did against Newcastle it will be perfect if we score more goals.
“In the second half we had seven or eight (goalscoring chances). We created a lot. For 10 or 15 minutes after we conceded we had problems controlling the game but most of the game we controlled and we deserved three points.”
Uwe Rosler was sacked by Fleetwood following a 3-0 reverse at Doncaster which condemned Town to a seventh straight defeat in all competitions.
Cambridge interim head coach Joe Dunne was pleased with how his side adapted to beat Grimsby 3-1.
Southend manager Chris Powell led the applause for Jason Demetriou after the right-back scored twice in the 3-1 win against Portsmouth at Roots Hall.
Morecambe boss Jim Bentley was the happier manager after Gregg Wylde's 90th-minute strike earned his side a point in their 1-1 draw with Forest Green.
Manager Gareth Ainsworth described Wycombe's 2-0 win at Cheltenham as a thoroughly professional performance.
Skipper Richard Wood scored the winner just before half time as in-form Rotherham pulled off a 1-0 victory at League One leaders Shrewsbury.