Before revision:   In this paper, we propose a dimension reduction , near neighbor-preserving embedding for doubling subsets of \ell_1.
After revision:  In this paper, we propose a dimension reduction by means of a near neighbor-preserving embedding for doubling subsets of \ell_1.