Hirohisa Kishino

Climate-driven fitness decline in Japanese Chum Salmon reshapes North Pacific salmon biogeography, with reproductive consequences: A Bayesian network analysis

The paper uses Bayesian networks to show climate-driven fitness decline in Japanese Chum Salmon affects reproductive traits and reshapes salmon biogeography.

Mammalian returns to the sea reveal broad genomic slowing rather than a fixed adaptive toolkit

The paper analyzes genomic evolution in marine mammals to determine if they share a common adaptive toolkit or exhibit directional genomic slowing.

Exploratory analysis of multiple traits co-adaptations in the population history

The paper explores co-adaptations of multiple traits during population range expansion by analyzing genetic and environmental associations in wild poplar populations.

Forward variable selection improves the power of random forest for high- dimensional microbiome data

The paper improves random forest's power for high-dimensional microbiome data by combining forward variable selection with random forest, achieving higher accuracy in case-control studies.

Stochastic Variational Inference for Bayesian Phylogenetics: A Case of CAT Model

The paper develops a variational Bayesian method to accelerate phylogenetic inference in the CAT model, achieving accurate results with significantly reduced computational time.