The link between fractional and stochastic calculus established in part I o
f this paper is investigated in more detail. We study a fractional integral
operator extending the Lebesgue-Stieltjes integral and introduce a related
concept of stochastic integral which is similar to the so-called forward i
ntegral in stochastic integration theory. The results are applied to ODE dr
iven by fractal functions and to anticipative SDE whose noise processes pos
sess absolutely continuous generalized covariation processes. h survey on t
his approach may be found in [21].