Modification of the Best-Worst and MABAC methods: A novel approach based on interval-valued fuzzy-rough numbers.

•Interval rough number is introduced to deal with the vagueness in decision-making.•A novel multi-criteria model based on interval rough numbers is proposed.•Multi-criteria techniques were compared based on interval rough and fuzzy approaches.