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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| Format: | Thesis-Doctor of Philosophy |
| Language: | English |
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Nanyang Technological University
2021
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| Online Access: | https://hdl.handle.net/10356/152392 |
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| Institution: | Nanyang Technological University |
| Language: | English |