2 papers
cs.DC2017
Parallelized Kendall's Tau Coefficient Computation via SIMD Vectorized Sorting On Many-Integrated-Core Processors
Yongchao Liu, Tony Pan, Oded Green +1
Pairwise association measure is an important operation in data analytics. Kendall's tau coefficient is one widely used correlation coefficient identifying non-linear relationships…
cs.DC2016
Parallel Pairwise Correlation Computation On Intel Xeon Phi Clusters
Yongchao Liu, Tony Pan, Srinivas Aluru
Co-expression network is a critical technique for the identification of inter-gene interactions, which usually relies on all-pairs correlation (or similar measure) computation betw…