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A_Toy_Tutorial.m
LogLikelihood_HazardRate_Hawkes.m
LogLikelihood_HazardRate_LSMP.m
PlotOneInstance.jpg
README.md
fit_Hawkes.m
fit_LSMP.m
generator_Hawkes_ogataThin.m
generator_LSMP_inverseMethod.m
generator_PoissonProcess.m
generator_SelfFeedingProcess.m
test_data.mat

README.md

LSMP

Ref:
SIGKDD 2017,
Long Short Memory Process: Modeling Growth Dynamics of Microscopic Social Connectivity,
Chengxi Zang, Peng Cui, Christos Faloutsos, Wenwu Zhu

Related materials including paper, ppt, etc will be uploaded after the KDD conference at 13 Aug 2017.
More info on the Social Dynamics and beyond: http://media.cs.tsinghua.edu.cn/~multimedia/cuipeng/

Author: Chengxi Zang
Date: 2017-06-10
Environments: Core i7-3770 CPU @ 3.4GHz 3.40 GHz; Memory 16.0 GB, 64-bit OS; Matlab R2016a;

We offer a minimal set of code to fit and generate:

Long-Short-Memory-Process
Some Baselines:

Poisson Process
Hawkes Process with exponential kernel
Hawkes Process with power law kernel
Self-feeding process

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