Modeling adaptive kernels from probabilistic phylogenetic trees

作者：

Highlights：

•

摘要

ObjectiveModeling phylogenetic interactions is an open issue in many computational biology problems. In the context of gene function prediction we introduce a class of kernels for structured data leveraging on a hierarchical probabilistic modeling of phylogeny among species.

论文关键词：Kernels for structures,Phylogenetic trees,Fisher kernel,Probability product kernel,Gene function prediction,Bayesian networks

论文评审过程：Received 7 November 2007, Revised 13 August 2008, Accepted 19 August 2008, Available online 26 September 2008.

论文官网地址：https://doi.org/10.1016/j.artmed.2008.08.007