The calculated distance (air line) between Yokohama and Fujioka is approximately 65 miles respectively 104 kilometers.
By car or train, the actual journey to Fujioka is certainly longer, as only the direct route (as the crow flies) between Yokohama and Fujioka has been calculated here.