Similarity measure for sparse time course data based on Gaussian processes

Zijing Liu, Mauricio Barahona

We propose a similarity measure for sparsely sampled time course data in the form of a log-likelihood ratio of Gaussian processes (GP). The proposed GP similarity is similar to a B…