The village was established in 1543 during the Ottoman era by Oghuz Turks (Turkmens). The name of the town probably refers to a certain Yenice Bey who was a rebellious Turkmen chief lived in the first half of the 16th century. In the early years of the 19th century, the town was briefly occupied by the rebellious İbrahim Pasha of Egypt. After the First World War, Yenice was shortly occupied by France ("cf." Sykes–Picot Agreement). After the Treaty of Ankara, 20 October 1921, Yenice was ceded to Turkey.