Predicting Short-Term Subway Ridership and Prioritizing Its Influential Factors Using Gradient Boosting Decision Trees

The Effects of Bus Ridership on Airborne Particulate Matter (PM10) Concentrations

(2016) Jaeseok Her et al.   Sustainability

Short-Term Bus Passenger Demand Prediction Based on Time Series Model and Interactive Multiple Model Approach

(2015) Rui Xue et al.   DISCRETE DYNAMICS IN NATURE AND SOCIETY

A multi-class transit assignment model for estimating transit passenger flows-a case study of Beijing subway network

(2015) Bingfeng Si et al.   JOURNAL OF ADVANCED TRANSPORTATION

A novel wavelet-SVM short-time passenger flow prediction in Beijing subway system

(2015) Yuxing Sun et al.   NEUROCOMPUTING

An investigation on the performances of mode shift models in transit ridership forecasting

(2015) Ahmed Osman Idris et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE

A gradient boosting method to improve travel time prediction

(2015) Yanru Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Long short-term memory neural network for traffic speed prediction using remote microwave sensor data

(2015) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Short-term traffic forecasting: Where we are and where we’re going

(2014) Eleni I. Vlahogianni et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Anatomy and efficiency of urban multimodal mobility

(2014) Riccardo Gallotti et al.   Scientific Reports

A station-level ridership model for the metro network in Montreal, Quebec

(2013) Sabrina Chan et al.   CANADIAN JOURNAL OF CIVIL ENGINEERING

Review on Methods to Fix Number of Hidden Neurons in Neural Networks

(2013) K. Gnana Sheela et al.   MATHEMATICAL PROBLEMS IN ENGINEERING

Analysis of Metro ridership at station level and station-to-station level in Nanjing: an approach based on direct demand models

(2013) Jinbao Zhao et al.   TRANSPORTATION

Mining smart card data for transit riders’ travel patterns

(2013) Xiaolei Ma et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Half-Mile Circle

(2013) Erick Guerra et al.   TRANSPORTATION RESEARCH RECORD

Geographic information system-system dynamics procedure for bus rapid transit ridership estimation

(2012) Luis David Galicia et al.   JOURNAL OF ADVANCED TRANSPORTATION

Transit smart card data mining for passenger origin information extraction

(2012) Xiao-lei Ma et al.   Journal of Zhejiang University-SCIENCE C-Computers & Electronics

Gradient boosting trees for auto insurance loss cost modeling and prediction

(2011) Leo Guelman   EXPERT SYSTEMS WITH APPLICATIONS

Forecasting the short-term metro passenger flow with empirical mode decomposition and neural networks

(2011) Yu Wei et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A new approach to the prediction of passenger flow in a transit system

(2010) Shu-Zhi Zhao et al.   COMPUTERS & MATHEMATICS WITH APPLICATIONS

Statistical methods versus neural networks in transportation research: Differences, similarities and some insights

(2010) M.G. Karlaftis et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Neural network based temporal feature models for short-term railway passenger demand forecasting

(2008) Tsung-Hsien Tsai et al.   EXPERT SYSTEMS WITH APPLICATIONS

A working guide to boosted regression trees

(2008) J. Elith et al.   JOURNAL OF ANIMAL ECOLOGY

Nature and/or nurture? Analyzing the determinants of transit ridership across US urbanized areas

(2008) Brian D. Taylor et al.   TRANSPORTATION RESEARCH PART A-POLICY AND PRACTICE