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

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...

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書目詳細資料
主要作者: Li, Tianbo
其他作者: Ke Yiping, Kelly
格式: Thesis-Doctor of Philosophy
語言:English
出版: Nanyang Technological University 2021
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在線閱讀:https://hdl.handle.net/10356/152392
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機構: Nanyang Technological University
語言: English

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