Routine Pattern Discovery and Anomaly Detection in Individual Travel Behavior

Missing data detection and imputation for urban ANPR system using an iterative tensor decomposition approach

(2019) Han Zhang et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

A Generative Model of Urban Activities from Cellular Data

(2018) Mogeng Yin et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Human mobility: Models and applications

(2018) Hugo Barbosa et al.   PHYSICS REPORTS-REVIEW SECTION OF PHYSICS LETTERS

Detecting pattern changes in individual travel behavior: A Bayesian approach

(2018) Zhan Zhao et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Individual mobility prediction using transit smart card data

(2018) Zhan Zhao et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Spatio-Temporal Analysis of Passenger Travel Patterns in Massive Smart Card Data

(2017) Juanjuan Zhao et al.   IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS

Speed profile estimation using license plate recognition data

(2017) Baichuan Mo et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Understanding urban mobility patterns with a probabilistic tensor factorization framework

(2016) Lijun Sun et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL

Inferring patterns in the multi-week activity sequences of public transport users

(2016) Gabriel Goulet-Langlois et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Discovering urban activity patterns in cell phone data

(2015) Peter Widhalm et al.   TRANSPORTATION

Lane-based real-time queue length estimation using license plate recognition data

(2015) Xianyuan Zhan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Outlier Detection for Temporal Data: A Survey

(2014) Manish Gupta et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Urban activity pattern classification using topic models from online geo-location data

(2014) Samiul Hasan et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Estimation of Arterial Travel Time from Automatic Number Plate Recognition Data

(2014) Evanthia Kazagli et al.   TRANSPORTATION RESEARCH RECORD

Unravelling daily human mobility motifs

(2013) C. M. Schneider et al.   Journal of the Royal Society Interface

Understanding metropolitan patterns of daily encounters

(2013) Lijun Sun et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Clustering daily patterns of human activities in the city

(2012) Shan Jiang et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Spatiotemporal Patterns of Urban Human Mobility

(2012) Samiul Hasan et al.   JOURNAL OF STATISTICAL PHYSICS

Discovering routines from large-scale human locations using probabilistic topic models

(2012) Katayoun Farrahi et al.   ACM Transactions on Intelligent Systems and Technology

Limits of Predictability in Human Mobility

(2010) C. Song et al.   SCIENCE

Anomaly detection

(2009) Varun Chandola et al.   ACM COMPUTING SURVEYS

Eigenbehaviors: identifying structure in routine

(2009) Nathan Eagle et al.   BEHAVIORAL ECOLOGY AND SOCIOBIOLOGY

Daily rhythms of suburban commuters’ movements in the Tallinn metropolitan area: Case study with mobile positioning data

(2009) Rein Ahas et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Evaluation of traffic data obtained via GPS-enabled mobile phones: The Mobile Century field experiment

(2009) Juan C. Herrera et al.   TRANSPORTATION RESEARCH PART C-EMERGING TECHNOLOGIES

Understanding individual human mobility patterns

(2008) Marta C. González et al.   NATURE

Exploring spatial variety in patterns of activity-travel behaviour: initial results from the Toronto Travel-Activity Panel Survey (TTAPS)

(2008) Ron N. Buliung et al.   TRANSPORTATION

Trip matrix and path flow reconstruction and estimation based on plate scanning and link observations

(2007) Enrique Castillo et al.   TRANSPORTATION RESEARCH PART B-METHODOLOGICAL