This paper continues previous work on a possible alternative model of gravity, based on fractional calculus applied to Newton's law of gravitation. In particular, our Newtonian Fractional Gravity (NFG) is now applied to axially-symmetric stellar structures, such as thin/thick disk galaxies described by exponential, Kuzmin, or other similar mass distributions.As in the case of spherically-symmetric structures, which was studied in previous work on the subject, we examine a possible connection between NFG and Modified Newtonian Dynamics (MOND), a leading alternative gravity model, which accounts for the observed properties of galaxies and other astrophysical structures without requiring the dark matter (DM) hypothesis.By relating the MOND acceleration constant a0 1.2 × 10 −10 m s −2 to a natural scale length l0 in NFG, namely a0 ≈ GM/l 2 0 for a galaxy of mass M , and by using the empirical Radial Acceleration Relation (RAR), we are able to explain the connection between the observed radial acceleration g obs and the baryonic radial acceleration g bar in terms of a variable local dimension D. As an example of this methodology, we provide a detailed rotation curve fitting for the case of the field dwarf spiral galaxy NGC 6503.