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

• المؤلف الرئيسي: Li, Tianbo
• مؤلفون آخرون: Ke Yiping, Kelly
• التنسيق: Thesis-Doctor of Philosophy
• اللغة: English
• منشور في: Nanyang Technological University 2021
• الموضوعات: Engineering::Computer science and engineering::Computing methodologies::Artificial intelligence
• الوصول للمادة أونلاين: https://hdl.handle.net/10356/152392

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...