Durational Pattern Mining is a data mining technique used to identify patterns in datasets where the timing and duration of events are crucial, often applied in fields like finance, healthcare, and telecommunications. It involves analyzing temporal sequences to discover meaningful patterns that can help predict future events or understand underlying processes.