Advanced hawkes processes for practical event sequence analysis : models and accelerations

• Main Author: Li, Tianbo
• Other Authors: Ke Yiping, Kelly
• Format: Thesis-Doctor of Philosophy
• Language: English
• Published: Nanyang Technological University 2021
• Subjects: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• Online Access: https://hdl.handle.net/10356/152392
• Institution: Nanyang Technological University

Hawkes processes, first proposed in the name of self- and mutually exciting point process, have been widely used to model event sequences produced from natural and social systems. Hawkes processes can capture both individual and interactive behaviors and have achieved satisfactory results in a varie...