3 papers
stat.ME2025
Adaptive Inference through Bayesian and Inverse Bayesian Inference with Symmetry-Bias in Nonstationary Environments
Shuji Shinohara, Daiki Morita, Hayato Hirai +6
This study proposes the novel Bayesian and inverse Bayesian (BIB) inference framework that incorporates symmetry bias into the Bayesian updating process to perform both conventiona…
physics.soc-ph2025
A Simple Walk Model for Reproducing Power Laws in Human mobility
Shuji Shinohara, Daiki Morita, Hayato Hirai +6
Identifying statistical patterns characterizing human trajectories is crucial for public health, traffic engineering, city planning, and epidemic modeling. Recent developments in g…
cs.MA2024
Walk model that continuously generates Brownian walks to Lévy walks depending on destination attractiveness
Shuji Shinohara, Daiki Morita, Hayato Hirai +7
The Lévy walk, a type of random walk characterized by linear step lengths that follow a power-law distribution, is observed in the migratory behaviors of various organisms, rangin…