"It wasn't a fair result and I am very disappointed as I felt they won the game through a defensive mistake," Johnson told BBC Sport.
"We had opportunities to score but were not clinical enough in the final third.
"Swansea must believe that they can get into the play-offs but it was a very even game and they scored the vital goal."