3 papers
cs.AI2021
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…
stat.ME2020
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…
cs.IR2020
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…