This two-volume set LNAI 14839-14840 constitutes the refereed proceedings of the International Joint Conference on Rough Sets, IJCRS 2024, held in Halifax, NS, Canada, during May 17â€"20, 2024. The 43 full papers included in this book were carefully reviewed and selected from 56 submissions.