"It was a great victory for us. I feel very proud of my team. We fought back and we won a big game," Magath told reporters.
"Richardson's goal was goal of the month. He's a very important player for us, but after their equaliser we came back to fight and that was very important for us.
"With this victory, we are very confident to go on for the rest of the season."
The result leaves Fulham in 18th place in the Premier League table, five points off Norwich City above them.