SequentialData4Learning

Papers:

  1. Human Mobility Synchronization and Trip Purpose Detection with Mixture of Hawkes Processes (Renqin)
  2. COEVOLVE: A Joint Point Process Model for Information Diffusion and Network Co-evolution (Xueying)
  3. Time-Sensitive Recommendation From Recurrent User Activities (Jianfeng)
  4. Learning from Clinical Judgments: Semi-Markov-Modulated Marked Hawkes Processes for Risk Prognosis (Renqin)
  5. Markov-modulated Marked Poisson Processes for Check-in Data (Xueying)
  6. Infinite Hidden Semi-Markov Modulated Interaction Point Process (Jianfeng)
  7. Learning Social Infectivity in Sparse Low-rank Networks Using Multi-dimensional Hawkes Processes (Renqin)

Code:

Generative model for DHP.Still some bug for nonhomogeneous poisson process sampling.