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The modified atomic transformations are constructed and proved.On their basis the new complex analytic wavelets are obtained.The proof of the Fourier transforms existence in L1 and L2 on the basis of the theory of atomic functions (AF) are presented.The numerical experiments of digital time series processing and physical analysis of the results confirm the efficiency of the proposed transforms.