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Under appropriate assumptions on the -fucntion, the De Giorgi process is presented in the framework of Musielak-Orlicz-Sobolev space to prove the H"{o}lder continuity of fully nonlinear elliptic problems. As the applications, the H"{o}lder continuity of the minimizers for a class of the energy functionals in Musielak-Orlicz-Sobolev spaces is proved; and furthermore, the H"{o}lder continuity of the weak solutions for a class of fully nonlinear elliptic equations is provided.

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