120 citations · 120 across the 4 of their papers we have counts for
5 papers
Origin-Aware Next Destination Recommendation with Personalized Preference Attention
Nicholas Lim, Bryan Hooi, See-Kiong Ng +4
Next destination recommendation is an important task in the transportation domain of taxi and ride-hailing services, where users are recommended with personalized destinations give…
Detecting conflicting summary statistics in likelihood-free inference
Yinan Mao, Xueou Wang, David J. Nott +1
Bayesian likelihood-free methods implement Bayesian inference using simulation of data from the model to substitute for intractable likelihood evaluations. Most likelihood-free inf…
STP-UDGAT: Spatial-Temporal-Preference User Dimensional Graph Attention Network for Next POI Recommendation
Nicholas Lim, Bryan Hooi, See-Kiong Ng +4
Next Point-of-Interest (POI) recommendation is a longstanding problem across the domains of Location-Based Social Networks (LBSN) and transportation. Recent Recurrent Neural Networ…
Checking for prior-data conflict using prior to posterior divergences
David J. Nott, Xueou Wang, Michael Evans +1
When using complex Bayesian models to combine information, the checking for consistency of the information being combined is good statistical practice. Here a new method is develop…
Using history matching for prior choice
Xueou Wang, David J. Nott, C. C. Drovandi +2
It can be important in Bayesian analyses of complex models to construct informative prior distributions which reflect knowledge external to the data at hand. Nevertheless, how much…