Hawkes process is a class of simple point processes with self-exciting and clustering properties. Hawkes process has been widely applied in finance, neuroscience, social networks, criminology, seismology, and m
In the context of native maize diversity we demonstrate the usefulness of a CNN-based deep learning model implemented in a robust and widely applicable analysis pipeline for recognizing, semantic labeling and automated measurements of maize cobs in RGB images for large scale plant phenotyping. Highly ...
LARGE deviations (Mathematics)STOCHASTIC processesWe study the tail asymptotics of two functionals (the maximum and the sum of the marks) of a generic cluster in two sub-models of the marked Poisson cluster process, namely the renewal Poisson cluster process and the Hawkes process. U...