Missing data imputation for transfer passenger flow identified from in-station WiFi systems

A new method of data missing estimation with FNN-based tensor heterogeneous ensemble learning for internet of vehicle

(2020) Ting Zhang et al.   NEUROCOMPUTING

DeepPF: A deep learning based architecture for metro passenger flow prediction

(2019) Yang Liu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A tailored machine learning approach for urban transport network flow estimation

(2019) Zhiyuan Liu et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation

(2018) Filipe Rodrigues et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Missing data imputation for traffic flow speed using spatio-temporal cokriging

(2018) Bumjoon Bae et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Spatial-temporal traffic speed patterns discovery and incomplete data recovery via SVD-combined tensor decomposition

(2018) Xinyu Chen et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

WiFi Scanner Technologies for Obtaining Travel Data about Circulator Bus Passengers: Case Study in Obuse, Nagano Prefecture, Japan

(2018) Arief Hidayat et al.   TRANSPORTATION RESEARCH RECORD

A Bayesian tensor decomposition approach for spatiotemporal traffic data imputation

(2018) Xinyu Chen et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Data-Driven Imputation Method for Traffic Data in Sectional Units of Road Links

(2016) Sehyun Tak et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Matrix and Tensor Based Methods for Missing Data Estimation in Large Traffic Networks

(2016) Muhammad Tayyab Asif et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Imputation with the R Package VIM

(2016) Alexander Kowarik et al.   Journal of Statistical Software

An efficient realization of deep learning for traffic data imputation

(2016) Yanjie Duan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Estimation of Origin and Destination Information from Bluetooth and Wi-Fi Sensing for Transit

(2016) Matthew Dunlap et al.   TRANSPORTATION RESEARCH RECORD

Multitask Gaussian Processes for Multivariate Physiological Time-Series Analysis

(2015) Robert Durichen et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Flexible and Robust Method for Missing Loop Detector Data Imputation

(2015) Kristian Henrickson et al.   TRANSPORTATION RESEARCH RECORD

Automatic Time Series Forecasting: TheforecastPackage forR

(2015) Rob J. Hyndman et al.   Journal of Statistical Software

Missing data imputation for traffic flow based on improved local least squares

(2014) Gang Chang et al.   TSINGHUA SCIENCE AND TECHNOLOGY

Efficient missing data imputing for traffic flow by considering temporal and spatial dependence

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

A tensor-based method for missing traffic data completion

(2013) Huachun Tan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Tensor Completion for Estimating Missing Values in Visual Data

(2012) Ji Liu et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Smart card data use in public transit: A literature review

(2011) Marie-Pier Pelletier et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

PPCA-Based Missing Data Imputation for Traffic Flow Volume: A Systematical Approach

(2009) Li Qu et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS