4 papers
Transit Destination Inference from Tap-In-Only Bus Smart-Card Data: A Hierarchical Bayesian Approach
Gefei Zhao, Jiahe Ling, Yuelong Su
Entry-only automatic fare collection systems record boardings but not alightings, preventing direct construction of origin-destination (OD) matrices. This study develops a Hierarch…
Comparative Analysis of Global and Local Probabilistic Time Series Forecasting for Contiguous Spatial Demand Regions
Jiahe Ling, Wei Biao Wu
This study evaluates three probabilistic forecasting strategies using LightGBM: global pooling, cluster-level pooling, and station-level modeling across a range of scenarios, from…
Investigating Central England Temperature Variability: Statistical Analysis of Associations with North Atlantic Oscillation (NAO) and Pacific Decadal Oscillation (PDO)
Jiahe Ling
This study investigates the variability of the Central England Temperature (CET) series in relation to the North Atlantic Oscillation (NAO) and the Pacific Decadal Oscillation (PDO…
Exploring Convergence in Relation using Association Rules Mining: A Case Study in Collaborative Knowledge Production
Jiahe Ling, Corey B. Jackson
This study delves into the pivotal role played by non-experts in knowledge production on open collaboration platforms, with a particular focus on the intricate process of tag devel…