Brazilian trio Diego, Derlei and Pepe were relegated to training with Porto's second team pending a disciplinary inquiry after they returned late from their Christmas holidays.
The three arrived back at the European champions two days late and blamed flight problems for the delay, the club said.
Porto lead the premier league by one point from Sporting and Benfica. They host Rio Ave on Sunday.