Using data compression for multidimensional distribution analysis [molecular biology]
K. Onizuka, T. Noguchi, Yutaka Akiyama, Hideo Matsuda · IEEE Intelligent Systems · 2002
A new method for multi-dimensional distribution analysis using a data compression technique applied to the knowledge-based mean-force potentials between residues for the analysis of protein sequence-structure compatibility performs much better than that of conventional 1D distance-based potentials derived from binned distributions.