*Li, K.[Kun]*,
*Ioannou, P.*,

**Modeling of traffic flow of automated vehicles**,

*ITS(5)*, No. 2, June 2004, pp. 99-113.

IEEE Abstract.
**0501**

BibRef

*Guan, W.[Wei]*,

**A qualitative model of cross-lane inhomogeneities in traffic flow**,

*ITS(5)*, No. 3, September 2004, pp. 188-199.

IEEE Abstract.
**0501**

BibRef

*Chen, D.W.[De-Wang]*,
*Zhang, J.P.[Jun-Ping]*,
*Tang, S.M.[Shu-Ming]*,
*Wang, J.[Jue]*,

**Freeway traffic stream modeling based on principal curves and its
analysis**,

*ITS(5)*, No. 4, December 2004, pp. 246-258.

IEEE Abstract.
**0501**

BibRef

*Sun, S.L.[Shi-Liang]*,
*Zhang, C.S.[Chang-Shui]*,
*Yu, G.Q.[Guo-Qiang]*,

**A bayesian network approach to traffic flow forecasting**,

*ITS(7)*, No. 1, March 2006, pp. 124-132.

IEEE DOI
**0604**

BibRef

*Quek, C.*,
*Pasquier, M.*,
*Lim, B.L.B.*,

**POP-TRAFFIC: A Novel Fuzzy Neural Approach to Road Traffic Analysis and
Prediction**,

*ITS(7)*, No. 2, June 2006, pp. 133-146.

IEEE DOI
**0606**

BibRef

*Ni, D.*,

**Determining Traffic-Flow Characteristics by Definition for Application
in ITS**,

*ITS(8)*, No. 2, April 2007, pp. 181-187.

IEEE DOI
**0706**

BibRef

*Tan, M.C.*,
*Wong, S.C.*,
*Xu, M.C.*,
*Guan, Z.R.*,
*Zhang, P.*,

**An Aggregation Approach to Short-Term Traffic Flow Prediction**,

*ITS(10)*, No. 1, March 2009, pp. 60-69.

IEEE DOI
**0903**

BibRef

*Ghosh, B.*,
*Basu, B.*,
*O'Mahony, M.*,

**Multivariate Short-Term Traffic Flow Forecasting Using Time-Series
Analysis**,

*ITS(10)*, No. 2, June 2009, pp. 246-254.

IEEE DOI
**0906**

BibRef

*Tchrakian, T.T.*,
*Basu, B.*,
*O'Mahony, M.*,

**Real-Time Traffic Flow Forecasting Using Spectral Analysis**,

*ITS(13)*, No. 2, June 2012, pp. 519-526.

IEEE DOI
**1206**

BibRef

*Qu, L.*,
*Li, L.*,
*Zhang, Y.*,
*Hu, J.*,

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

*ITS(10)*, No. 3, September 2009, pp. 512-522.

IEEE DOI
**0909**

BibRef

*Tampere, C.M.J.*,
*Hoogendoorn, S.P.[Serge P.]*,
*van Arem, B.*,

**Continuous Traffic Flow Modeling of Driver Support Systems in
Multiclass Traffic With Intervehicle Communication and Drivers in the
Loop**,

*ITS(10)*, No. 4, December 2009, pp. 649-657.

IEEE DOI
**0912**

BibRef

*Sun, S.*,
*Xu, X.*,

**Variational Inference for Infinite Mixtures of Gaussian Processes With
Applications to Traffic Flow Prediction**,

*ITS(12)*, No. 2, June 2011, pp. 466-475.

IEEE DOI
**1101**

BibRef

*Shende, A.*,
*Singh, M.P.*,
*Kachroo, P.*,

**Optimal Feedback Flow Rates for Pedestrian Evacuation in a Network of
Corridors**,

*ITS(14)*, No. 3, 2013, pp. 1053-1066.

IEEE DOI
**1309**

Computational modeling
BibRef

*Celikoglu, H.B.*,

**Dynamic Classification of Traffic Flow Patterns Simulated by a
Switching Multimode Discrete Cell Transmission Model**,

*ITS(15)*, No. 6, December 2014, pp. 2539-2550.

IEEE DOI
**1412**

cellular radio
BibRef

*Ramezani, A.*,
*Moshiri, B.*,
*Abdulhai, B.*,
*Kian, A.R.*,

**Distributed maximum likelihood estimation for flow and speed density
prediction in distributed traffic detectors with gaussian mixture model
assumption**,

*IET-ITS(6)*, No. 2, 2012, pp. 215-222.

DOI Link
**1206**

BibRef

*Chan, K.Y.[Kit Yan]*,
*Dillon, T.S.*,
*Singh, J.*,
*Chang, E.*,

**Neural-Network-Based Models for Short-Term Traffic Flow Forecasting
Using a Hybrid Exponential Smoothing and Levenberg-Marquardt Algorithm**,

*ITS(13)*, No. 2, June 2012, pp. 644-654.

IEEE DOI
**1206**

BibRef

*Jie, L.*,
*van Zuylen, H.J.*,
*Chen, Y.S.*,
*Lu, R.*,

**Comparison of driver behaviour and saturation flow in china and the
netherlands**,

*IET-ITS(6)*, No. 2, 2012, pp. 318-327.

DOI Link
**1209**

BibRef

*Chang, H.*,
*Lee, Y.*,
*Yoon, B.*,
*Baek, S.*,

**Dynamic near-term traffic flow prediction:
systemoriented approach based on past experiences**,

*IET-ITS(6)*, No. 2, 2012, pp. 292-305.

DOI Link
**1209**

BibRef

*Khabbaz, M.J.*,
*Fawaz, W.F.*,
*Assi, C.M.*,

**A Simple Free-Flow Traffic Model for Vehicular Intermittently Connected
Networks**,

*ITS(13)*, No. 3, September 2012, pp. 1312-1326.

IEEE DOI
**1209**

BibRef

*Chen, C.*,
*Liu, Z.*,
*Lin, W.H.*,
*Li, S.*,
*Wang, K.*,

**Distributed Modeling in a MapReduce Framework for Data-Driven Traffic
Flow Forecasting**,

*ITS(14)*, No. 1, March 2013, pp. 22-33.

IEEE DOI
**1303**

BibRef

*Castillo, E.*,
*Calvino, A.*,
*Menendez, J.M.*,
*Jimenez, P.*,
*Rivas, A.*,

**Deriving the Upper Bound of the Number of Sensors Required to
Know All Link Flows in a Traffic Network**,

*ITS(14)*, No. 2, 2013, pp. 761-771.

IEEE DOI
**1307**

Observability; Upper bound; Link flow estimation; optimal sensor location
BibRef

*Lippi, M.*,
*Bertini, M.*,
*Frasconi, P.*,

**Short-Term Traffic Flow Forecasting: An Experimental Comparison
of Time-Series Analysis and Supervised Learning**,

*ITS(14)*, No. 2, 2013, pp. 871-882.

IEEE DOI
**1307**

Graphical models; Time series analysis;
Intelligent transportation systems; traffic forecasting
BibRef

*Yuen, J.K.K.*,
*Lee, E.W.M.*,
*Lo, S.M.*,
*Yuen, R.K.K.*,

**An Intelligence-Based Optimization Model of Passenger Flow in a
Transportation Station**,

*ITS(14)*, No. 3, 2013, pp. 1290-1300.

IEEE DOI
**1309**

Artificial neural network (ANN)
BibRef

*Kong, Q.J.*,
*Xu, Y.*,
*Lin, S.*,
*Wen, D.*,
*Zhu, F.*,
*Liu, Y.C.[Yun-Cai]*,

**UTN-Model-Based Traffic Flow Prediction for Parallel-Transportation
Management Systems**,

*ITS(14)*, No. 3, 2013, pp. 1541-1547.

IEEE DOI
**1309**

CORSIM
BibRef

*Xu, Y.Y.[Yan-Yan]*,
*Kong, Q.J.[Qing-Jie]*,
*Klette, R.[Reinhard]*,
*Liu, Y.C.[Yun-Cai]*,

**Accurate and Interpretable Bayesian MARS for Traffic Flow Prediction**,

*ITS(15)*, No. 6, December 2014, pp. 2457-2469.

IEEE DOI
**1412**

Markov processes
BibRef

*Jeong, Y.S.*,
*Byon, Y.J.*,
*Castro-Neto, M.M.*,
*Easa, S.M.*,

**Supervised Weighting-Online Learning Algorithm for Short-Term Traffic
Flow Prediction**,

*ITS(14)*, No. 4, 2013, pp. 1700-1707.

IEEE DOI
**1312**

Artificial neural networks
BibRef

*Pirisi, A.*,
*Mussetta, M.*,
*Grimaccia, F.*,
*Zich, R.E.*,

**Novel Speed-Bump Design and Optimization for Energy Harvesting From
Traffic**,

*ITS(14)*, No. 4, 2013, pp. 1983-1991.

IEEE DOI
**1312**

Algorithm design and analysis
BibRef

*He, Z.C.*,
*Xi-wei, S.*,
*Zhuang, L.J.*,
*Nie, P.L.*,

**On-line map-matching framework for floating car data with low
sampling rate in urban road networks**,

*IET-ITS(7)*, No. 4, December 2013, pp. 404-414.

DOI Link
**1402**

Global Positioning System
BibRef

*Tomás, V.R.[Vicente R.]*,
*Castells, M.P.[Marta Pla]*,
*Samper, J.J.[J. Javier]*,
*Soriano, F.R.[Francisco R.]*,

**Intelligent transport systems harmonisation assessment: Use case of
some Spanish intelligent transport systems services**,

*IET-ITS(7)*, No. 3, September 2013, pp. 361-370.

DOI Link
**1402**

road traffic
BibRef

*Han, Y.[Yufei]*,
*Moutarde, F.*,

**Statistical traffic state analysis in large-scale transportation
networks using locality-preserving non-negative matrix factorisation**,

*IET-ITS(7)*, No. 3, September 2013, pp. 283-295.

DOI Link
**1402**

data analysis
BibRef

*Kulmala, R.*,
*Mans, D.*,
*El-Araby, K.*,
*Penttinen, M.*,

**How to infer impacts of ITS services in different user cases**,

*IET-ITS(7)*, No. 3, September 2013, pp. 275-282.

DOI Link
**1402**

automated highways
BibRef

*Tahmasbi, R.*,
*Hashemi, S.M.*,

**Modeling and Forecasting the Urban Volume Using Stochastic
Differential Equations**,

*ITS(15)*, No. 1, February 2014, pp. 250-259.

IEEE DOI
**1403**

differential equations
BibRef

*Wang, Y.B.[Yu-Bin]*,
*van Schuppen, J.H.*,
*Vrancken, J.*,

**Prediction of Traffic Flow at the Boundary of a Motorway Network**,

*ITS(15)*, No. 1, February 2014, pp. 214-227.

IEEE DOI
**1403**

adaptive control
BibRef

*Yu, R.J.[Rong-Jie]*,
*Abdel-Aty, M.A.*,
*Ahmed, M.M.*,
*Wang, X.[Xuesong]*,

**Utilizing Microscopic Traffic and Weather Data to Analyze Real-Time
Crash Patterns in the Context of Active Traffic Management**,

*ITS(15)*, No. 1, February 2014, pp. 205-213.

IEEE DOI
**1403**

Bayes methods
BibRef

*Daraghmi, Y.*,
*Yi, C.*,
*Chiang, T.*,

**Negative Binomial Additive Models for Short-Term Traffic Flow
Forecasting in Urban Areas**,

*ITS(15)*, No. 2, April 2014, pp. 784-793.

IEEE DOI
**1404**

Additives
BibRef

*Ciuffo, B.*,
*Punzo, V.*,

**'No Free Lunch' Theorems Applied to the Calibration of Traffic
Simulation Models**,

*ITS(15)*, No. 2, April 2014, pp. 553-562.

IEEE DOI
**1404**

Analytical models
BibRef

*Asif, M.T.*,
*Dauwels, J.*,
*Goh, C.Y.*,
*Oran, A.*,
*Fathi, E.*,
*Xu, M.*,
*Dhanya, M.M.*,
*Mitrovic, N.*,
*Jaillet, P.*,

**Spatiotemporal Patterns in Large-Scale Traffic Speed Prediction**,

*ITS(15)*, No. 2, April 2014, pp. 794-804.

IEEE DOI
**1404**

Accuracy
BibRef

*Li, J.*,

**Bandwidth Synchronization Under Progression Time Uncertainty**,

*ITS(15)*, No. 2, April 2014, pp. 749-759.

IEEE DOI
**1404**

Bandwidth
BibRef

*Lopes, S.B.[Simone Becker]*,
*Brondino, N.C.M.[Nair Cristina Margarido]*,
*Rodrigues da Silva, A.N.[Antônio Nélson]*,

**GIS-Based Analytical Tools for Transport Planning:
Spatial Regression Models for Transportation Demand Forecast**,

*IJGI(3)*, No. 2, 2014, pp. 565-583.

DOI Link
**1405**

BibRef

*Demeyer, S.*,
*Audenaert, P.*,
*Pickavet, M.*,
*Demeester, P.*,

**Dynamic and stochastic routing for multimodal transportation systems**,

*IET-ITS(8)*, No. 2, March 2014, pp. 112-123.

DOI Link
**1406**

graph theory
BibRef

*Boukouvalas, A.*,
*Sykes, P.*,
*Cornford, D.*,
*Maruri-Aguilar, H.*,

**Bayesian Precalibration of a Large Stochastic Microsimulation Model**,

*ITS(15)*, No. 3, June 2014, pp. 1337-1347.

IEEE DOI
**1407**

Calibration
BibRef

*Li, L.*,
*Chen, X.*,
*Zhang, L.*,

**Multimodel Ensemble for Freeway Traffic State Estimations**,

*ITS(15)*, No. 3, June 2014, pp. 1323-1336.

IEEE DOI
**1407**

Equations
BibRef

*Xu, T.*,
*Hao, Y.*,
*Peng, Z.*,
*Sun, L.*,

**Anticipatory traveller information system for freeway-arterial
networks**,

*IET-ITS(8)*, No. 3, May 2014, pp. 286-297.

DOI Link
**1407**

BibRef

*Jagadeesh, G.R.*,
*Dhinesh, G.R.*,
*Srikanthan, T.*,

**Method for accuracy assessment of aggregated freeway traffic data**,

*IET-ITS(8)*, No. 4, June 2014, pp. 407-414.

DOI Link
**1407**

BibRef

*Stocker, M.*,
*Ronkko, M.*,
*Kolehmainen, M.*,

**Situational Knowledge Representation for Traffic Observed by a
Pavement Vibration Sensor Network**,

*ITS(15)*, No. 4, August 2014, pp. 1441-1450.

IEEE DOI
**1410**

knowledge representation
BibRef

*Lin, S.[Shu]*,
*Kong, Q.J.[Qing-Jie]*,
*Huang, Q.M.[Qing-Ming]*,

**A Simulation Analysis on the Existence of Network Traffic Flow
Equilibria**,

*ITS(15)*, No. 4, August 2014, pp. 1706-1713.

IEEE DOI
**1410**

road traffic control
BibRef

*Upton, E.*,
*Nuttall, W.J.*,

**Fuel Panics: Insights From Spatial Agent-Based Simulation**,

*ITS(15)*, No. 4, August 2014, pp. 1499-1509.

IEEE DOI
**1410**

multi-agent systems
BibRef

*Bonnin, S.*,
*Weisswange, T.H.*,
*Kummert, F.*,
*Schmuedderich, J.*,

**General Behavior Prediction by a Combination of Scenario-Specific
Models**,

*ITS(15)*, No. 4, August 2014, pp. 1478-1488.

IEEE DOI
**1410**

behavioural sciences computing
BibRef

*Chen, S.H.[Song-Hang]*,
*Zhu, F.H.[Feng-Hua]*,
*Cao, J.P.[Jian-Ping]*,

**Growing Spatially Embedded Social Networks for Activity-Travel
Analysis Based on Artificial Transportation Systems**,

*ITS(15)*, No. 5, October 2014, pp. 2111-2120.

IEEE DOI
**1410**

behavioural sciences computing
BibRef

*Monteil, J.*,
*Nantes, A.*,
*Billot, R.*,
*Sau, J.*,
*El Faouzi, N.E.*,

**Microscopic cooperative traffic flow: Calibration and simulation
based on a next generation simulation dataset**,

*IET-ITS(8)*, No. 6, September 2014, pp. 519-525.

DOI Link
**1411**

digital simulation
BibRef

*Bottero, M.*,
*Chiara, B.D.[B. Dalla]*,
*Deflorio, F.*,
*Franco, G.*,
*Spessa, E.*,

**Model-based approach for estimating energy used by traffic flows on
motorways with ITS**,

*IET-ITS(8)*, No. 7, 2014, pp. 598-607.

DOI Link
**1411**

fuel economy
BibRef

*Yan, S.Y.[Shang-Yao]*,
*Chu, J.C.*,
*Shih, Y.L.[Yu-Lin]*,

**Optimal Scheduling for Highway Emergency Repairs Under Large-Scale
Supply-Demand Perturbations**,

*ITS(15)*, No. 6, December 2014, pp. 2378-2393.

IEEE DOI
**1412**

ant colony optimisation
BibRef

*Yang, B.D.[Bing-Duo]*,
*Wang, S.G.[Sheng-Guo]*,
*Bao, Y.[Yuanlu]*,

**New Efficient Regression Method for Local AADT Estimation via SCAD
Variable Selection**,

*ITS(15)*, No. 6, December 2014, pp. 2726-2731.

IEEE DOI
**1412**

regression analysis.
local annual average daily traffic.
BibRef

*Punzo, V.*,
*Montanino, M.*,
*Ciuffo, B.*,

**Do We Really Need to Calibrate All the Parameters? Variance-Based
Sensitivity Analysis to Simplify Microscopic Traffic Flow Models**,

*ITS(16)*, No. 1, February 2015, pp. 184-193.

IEEE DOI
**1502**

Analytical models
BibRef

*Laftchiev, E.I.*,
*Lagoa, C.M.*,
*Brennan, S.N.*,

**Vehicle Localization Using In-Vehicle Pitch Data and Dynamical Models**,

*ITS(16)*, No. 1, February 2015, pp. 206-220.

IEEE DOI
**1502**

Computational modeling
BibRef

*Magana, V.C.[V. Corcoba]*,
*Munoz-Organero, M.*,

**Discovering Regions Where Users Drive Inefficiently on Regular
Journeys**,

*ITS(16)*, No. 1, February 2015, pp. 221-234.

IEEE DOI
**1502**

Acceleration
BibRef

*Hamdar, S.H.*,
*Talebpour, A.*,
*Dong, J.*,

**Travel Time Reliability Versus Safety:
A Stochastic Hazard-Based Modeling Approach**,

*ITS(16)*, No. 1, February 2015, pp. 264-273.

IEEE DOI
**1502**

Acceleration
BibRef

*Tchrakian, T.T.*,
*Zhuk, S.*,

**A Macroscopic Traffic Data-Assimilation Framework Based on the
Fourier-Galerkin Method and Minimax Estimation**,

*ITS(16)*, No. 1, February 2015, pp. 452-464.

IEEE DOI
**1502**

Computational modeling
BibRef

*Attal, F.*,
*Boubezoul, A.*,
*Oukhellou, L.*,
*Espie, S.*,

**Powered Two-Wheeler Riding Pattern Recognition Using a
Machine-Learning Framework**,

*ITS(16)*, No. 1, February 2015, pp. 475-487.

IEEE DOI
**1502**

Accelerometers
BibRef

*Xing, J.[Jian]*,

**Characteristics of wrong-way driving on motorways in Japan**,

*IET-ITS(9)*, No. 1, 2015, pp. 3-11.

DOI Link
**1503**

behavioural sciences computing
BibRef

*Abadi, A.*,
*Rajabioun, T.*,
*Ioannou, P.A.*,

**Traffic Flow Prediction for Road Transportation Networks With Limited
Traffic Data**,

*ITS(16)*, No. 2, April 2015, pp. 653-662.

IEEE DOI
**1504**

Estimation
BibRef

*Lv, Y.*,
*Duan, Y.*,
*Kang, W.*,
*Li, Z.*,
*Wang, F.*,

**Traffic Flow Prediction With Big Data: A Deep Learning Approach**,

*ITS(16)*, No. 2, April 2015, pp. 865-873.

IEEE DOI
**1504**

Adaptation models
BibRef

*Chen, Y.*,
*Lv, Y.*,
*Wang, X.*,
*Li, L.*,
*Wang, F.*,

**Detecting Traffic Information From Social Media Texts With Deep
Learning Approaches**,

*ITS(20)*, No. 8, August 2019, pp. 3049-3058.

IEEE DOI
**1908**

Data mining, Twitter, Feature extraction, Support vector machines,
Predictive models, Real-time systems, Deep learning,
text mining
BibRef

*Lv, Y.*,
*Zhang, X.*,
*Kang, W.*,
*Duan, Y.*,

**Managing Emergency Traffic Evacuation With a Partially Random
Destination Allocation Strategy: A Computational-Experiment-Based
Optimization Approach**,

*ITS(16)*, No. 4, August 2015, pp. 2182-2191.

IEEE DOI
**1508**

Analytical models
BibRef

*Liu, Y.[Yang]*,
*Zhu, N.[Ning]*,
*Ma, S.[Shoufeng]*,
*Jia, N.[Ning]*,

**Traffic sensor location approach for flow inference**,

*IET-ITS(9)*, No. 2, 2015, pp. 184-192.

DOI Link
**1504**

ant colony optimisation
BibRef

*Tselentis, D.I.*,
*Vlahogianni, E.I.*,
*Karlaftis, M.G.*,

**Improving short-term traffic forecasts:
To combine models or not to combine?**,

*IET-ITS(9)*, No. 2, 2015, pp. 193-201.

DOI Link
**1504**

autoregressive processes
BibRef

*Gori, S.*,
*Spada, S.L.[S. La]*,
*Mannini, L.*,
*Nigro, M.*,

**Emission dynamic meso-simulation model to evaluate traffic strategies
in congested urban networks**,

*IET-ITS(9)*, No. 3, 2015, pp. 333-342.

DOI Link
**1506**

air pollution
BibRef

*Diakaki, C.*,
*Papageorgiou, M.*,
*Dinopoulou, V.*,
*Papamichail, I.*,
*Garyfalia, M.*,

**State-of-the-art and -practice review of public transport priority
strategies**,

*IET-ITS(9)*, No. 4, 2015, pp. 391-406.

DOI Link
**1506**

transportation
BibRef

*Schlote, A.*,
*Chen, B.*,
*Shorten, R.*,

**On Closed-Loop Bicycle Availability Prediction**,

*ITS(16)*, No. 3, June 2015, pp. 1449-1455.

IEEE DOI
**1506**

Availability
BibRef

*Laharotte, P.*,
*Billot, R.*,
*Come, E.*,
*Oukhellou, L.*,
*Nantes, A.*,
*Faouzi, N.E.[N. El]*,

**Spatiotemporal Analysis of Bluetooth Data:
Application to a Large Urban Network**,

*ITS(16)*, No. 3, June 2015, pp. 1439-1448.

IEEE DOI
**1506**

Bluetooth
BibRef

*Pereira, F.C.*,
*Rodrigues, F.*,
*Polisciuc, E.*,
*Ben-Akiva, M.*,

**Why so many people? Explaining Nonhabitual Transport Overcrowding
With Internet Data**,

*ITS(16)*, No. 3, June 2015, pp. 1370-1379.

IEEE DOI
**1506**

Bayes methods
BibRef

*Kieu, L.M.*,
*Bhaskar, A.*,
*Chung, E.*,

**Passenger Segmentation Using Smart Card Data**,

*ITS(16)*, No. 3, June 2015, pp. 1537-1548.

IEEE DOI
**1506**

Algorithm design and analysis
BibRef

*Yao, E.[Enjian]*,
*Lang, Z.F.[Zhi-Feng]*,
*Yang, Y.[Yang]*,
*Zhang, Y.S.[Yong-Sheng]*,

**Vehicle routing problem solution considering minimising fuel
consumption**,

*IET-ITS(9)*, No. 5, 2015, pp. 523-529.

DOI Link
**1507**

ant colony optimisation
BibRef

*Wolfermann, A.*,
*Gade, K.*,
*Jonkers, E.*,

**Impact of ITS on CO2 emissions: the contribution of a standardised
assessment framework**,

*IET-ITS(9)*, No. 5, 2015, pp. 515-522.

DOI Link
**1507**

air pollution
BibRef

*d'Andrea, E.*,
*Ducange, P.*,
*Lazzerini, B.*,
*Marcelloni, F.*,

**Real-Time Detection of Traffic From Twitter Stream Analysis**,

*ITS(16)*, No. 4, August 2015, pp. 2269-2283.

IEEE DOI
**1508**

Event detection
BibRef

*Hou, Y.*,
*Edara, P.*,
*Sun, C.*,

**Traffic Flow Forecasting for Urban Work Zones**,

*ITS(16)*, No. 4, August 2015, pp. 1761-1770.

IEEE DOI
**1508**

Feedforward neural networks
BibRef

*Kehagias, D.*,
*Salamanis, A.*,
*Tzovaras, D.*,

**Speed pattern recognition technique for short-term traffic
forecasting based on traffic dynamics**,

*IET-ITS(9)*, No. 6, 2015, pp. 646-653.

DOI Link
**1509**

forecasting theory
BibRef

*Pilli-Sihvola, E.*,
*Aapaoja, A.*,
*Leviakangas, P.*,
*Kinnunen, T.*,
*Hautala, R.*,
*Takahashi, N.*,

**Evolving winter road maintenance ecosystems in Finland and Hokkaido,
Japan**,

*IET-ITS(9)*, No. 6, 2015, pp. 633-638.

DOI Link
**1509**

maintenance engineering
BibRef

*Naujoks, F.*,
*Grattenthaler, H.*,
*Neukum, A.*,
*Weidl, G.*,
*Petrich, D.*,

**Effectiveness of advisory warnings based on cooperative perception**,

*IET-ITS(9)*, No. 6, 2015, pp. 606-617.

DOI Link
**1509**

road safety
BibRef

*Ngan, H.Y.*,
*Yung, N.H.*,
*Yeh, A.G.*,

**Outlier detection in traffic data based on the Dirichlet process
mixture model**,

*IET-ITS(9)*, No. 7, 2015, pp. 773-781.

DOI Link
**1509**

data handling
BibRef

*Jerath, K.*,
*Ray, A.*,
*Brennan, S.*,
*Gayah, V.V.*,

**Dynamic Prediction of Vehicle Cluster Distribution in Mixed Traffic:
A Statistical Mechanics-Inspired Method**,

*ITS(16)*, No. 5, October 2015, pp. 2424-2434.

IEEE DOI
**1511**

adaptive control
BibRef

*Oh, S.D.[Se-Do]*,
*Kim, Y.J.[Young-Jin]*,
*Hong, J.S.[Ji-Sun]*,

**Urban Traffic Flow Prediction System Using a Multifactor Pattern
Recognition Model**,

*ITS(16)*, No. 5, October 2015, pp. 2744-2755.

IEEE DOI
**1511**

Gaussian processes
BibRef

*del Arco, E.*,
*Morgado, E.*,
*Chidean, M.I.*,
*Ramiro-Bargueno, J.*,
*Mora-Jimenez, I.*,
*Caamano, A.J.*,

**Sparse Vehicular Sensor Networks for Traffic Dynamics Reconstruction**,

*ITS(16)*, No. 5, October 2015, pp. 2826-2837.

IEEE DOI
**1511**

interpolation
BibRef

*Tan, Z.[Zhen]*,
*Xia, Y.J.[Ying-Jie]*,
*Yang, Q.[Qinmin]*,
*Zhou, G.M.[Guo-Min]*,

**Adaptive fine pollutant discharge control for motor vehicles tunnels
under traffic state transition**,

*IET-ITS(9)*, No. 8, 2015, pp. 783-791.

DOI Link
**1511**

adaptive control
BibRef

*Cai, Y.F.[Ying-Feng]*,
*Wang, H.[Hai]*,
*Chen, X.B.[Xiao-Bo]*,
*Jiang, H.B.[Hao-Bin]*,

**Trajectory-based anomalous behaviour detection for intelligent
traffic surveillance**,

*IET-ITS(9)*, No. 8, 2015, pp. 810-816.

DOI Link
**1511**

hidden Markov models
BibRef

*Balouchzahi, N.M.*,
*Fathy, M.*,
*Akbari, A.*,

**Optimal road side units placement model based on binary integer
programming for efficient traffic information advertisement and
discovery in vehicular environment**,

*IET-ITS(9)*, No. 9, 2015, pp. 851-861.

DOI Link
**1511**

integer programming
BibRef

*Jerry, K.*,
*Yujun, K.*,
*Kwasi, O.*,
*Enzhan, Z.*,
*Parfait, T.*,

**NetLogo implementation of an ant colony optimisation solution to the
traffic problem**,

*IET-ITS(9)*, No. 9, 2015, pp. 862-869.

DOI Link
**1511**

ant colony optimisation
BibRef

*Dell'Acqua, P.*,
*Bellotti, F.*,
*Berta, R.*,
*de Gloria, A.*,

**Time-Aware Multivariate Nearest Neighbor Regression Methods for
Traffic Flow Prediction**,

*ITS(16)*, No. 6, December 2015, pp. 3393-3402.

IEEE DOI
**1512**

Artificial neural networks
BibRef

*Kim, K.*,
*Lee, J.*,
*Lee, W.*,

**A MAC Protocol Using Road Traffic Estimation for
Infrastructure-to-Vehicle Communications on Highways**,

*ITS(14)*, No. 3, 2013, pp. 1500-1509.

IEEE DOI
**1309**

Fairness
BibRef

*Tang, L.L.[Lu-Liang]*,
*Yang, X.[Xue]*,
*Dong, Z.*,
*Li, Q.Q.[Qing-Quan]*,

**CLRIC: Collecting Lane-Based Road Information Via Crowdsourcing**,

*ITS(17)*, No. 9, September 2016, pp. 2552-2562.

IEEE DOI
**1609**

Crowdsourcing
BibRef

*Frejo, J.R.D.*,
*Papamichail, I.*,
*Papageorgiou, M.*,
*Camacho, E.F.*,

**Macroscopic Modeling and Control of Reversible Lanes on Freeways**,

*ITS(17)*, No. 4, April 2016, pp. 948-959.

IEEE DOI
**1604**

Adaptation models
BibRef

*Oh, S.*,
*Byon, Y.J.*,
*Yeo, H.*,

**Improvement of Search Strategy With K-Nearest Neighbors Approach for
Traffic State Prediction**,

*ITS(17)*, No. 4, April 2016, pp. 1146-1156.

IEEE DOI
**1604**

Acceleration
BibRef

*Yin, B.*,
*Dridi, M.*,
*Moudni, A.E.[A. El]*,

**Traffic network micro-simulation model and control algorithm based on
approximate dynamic programming**,

*IET-ITS(10)*, No. 3, 2016, pp. 186-196.

DOI Link
**1604**

adaptive control
BibRef

*Fusco, G.*,
*Colombaroni, C.*,
*Isaenko, N.*,

**Comparative analysis of implicit models for real-time short-term
traffic predictions**,

*IET-ITS(10)*, No. 4, 2016, pp. 270-278.

DOI Link
**1606**

Bayes methods
BibRef

*Cristiano, S.*,

**Testing energy and emissions assessment models:
A highway case study in virtual reality**,

*IET-ITS(10)*, No. 4, 2016, pp. 251-257.

DOI Link
**1606**

air pollution
BibRef

*Hou, Z.*,
*Li, X.*,

**Repeatability and Similarity of Freeway Traffic Flow and Long-Term
Prediction Under Big Data**,

*ITS(17)*, No. 6, June 2016, pp. 1786-1796.

IEEE DOI
**1606**

Analytical models
BibRef

*Tak, S.*,
*Woo, S.*,
*Yeo, H.*,

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

*ITS(17)*, No. 6, June 2016, pp. 1762-1771.

IEEE DOI
**1606**

Correlation
BibRef

*Zhao, J.*,
*Sun, S.*,

**High-Order Gaussian Process Dynamical Models for Traffic Flow
Prediction**,

*ITS(17)*, No. 7, July 2016, pp. 2014-2019.

IEEE DOI
**1608**

Gaussian processes
BibRef

*Liu, Z.*,
*Li, Z.*,
*Li, M.*,
*Xing, W.*,
*Lu, D.*,

**Mining Road Network Correlation for Traffic Estimation via
Compressive Sensing**,

*ITS(17)*, No. 7, July 2016, pp. 1880-1893.

IEEE DOI
**1608**

compressed sensing
BibRef

*Tan, H.*,
*Wu, Y.*,
*Shen, B.*,
*Jin, P.J.*,
*Ran, B.*,

**Short-Term Traffic Prediction Based on Dynamic Tensor Completion**,

*ITS(17)*, No. 8, August 2016, pp. 2123-2133.

IEEE DOI
**1608**

Data models
BibRef

*Mo, H.*,
*Hao, X.*,
*Zheng, H.*,
*Liu, Z.*,
*Wen, D.*,

**Linguistic Dynamic Analysis of Traffic Flow Based on Social Media:
A Case Study**,

*ITS(17)*, No. 9, September 2016, pp. 2668-2676.

IEEE DOI
**1609**

Law enforcement
BibRef

*Yin, J.J.[Jun-Jun]*,
*Gao, Y.Z.[Yi-Zhao]*,
*Du, Z.H.[Zhen-Hong]*,
*Wang, S.W.[Shao-Wen]*,

**Exploring Multi-Scale Spatiotemporal Twitter User Mobility Patterns
with a Visual-Analytics Approach**,

*IJGI(5)*, No. 10, 2016, pp. 187.

DOI Link
**1610**

BibRef

And:
Correction:
*IJGI(5)*, No. 12, 2016, pp. 226.

DOI Link
**1612**

BibRef

*Zhang, W.*,
*Tang, J.*,
*Kristian, H.*,
*Zou, Y.*,
*Wang, Y.*,

**Hybrid short-term prediction of traffic volume at ferry terminal
based on data fusion**,

*IET-ITS(10)*, No. 8, 2016, pp. 524-534.

DOI Link
**1610**

data handling
BibRef

*Meissner, E.*,
*Chantem, T.*,
*Heaslip, K.*,

**Optimizing Departures of Automated Vehicles From Highways While
Maintaining Mainline Capacity**,

*ITS(17)*, No. 12, December 2016, pp. 3498-3511.

IEEE DOI
**1612**

Acceleration
BibRef

*Wang, X.*,
*El-Tawab, S.*,
*Alhafdhi, A.*,
*Almalag, M.*,
*Olariu, S.*,

**Toward Probabilistic Data Collection in the NOTICE Architecture**,

*ITS(17)*, No. 12, December 2016, pp. 3354-3363.

IEEE DOI
**1612**

Aggregates
BibRef

*Chaniotakis, E.*,
*Antoniou, C.*,
*Pereira, F.*,

**Mapping Social Media for Transportation Studies**,

*IEEE_Int_Sys(31)*, No. 6, November 2016, pp. 64-70.

IEEE DOI
**1612**

intelligent transportation systems
BibRef

*Chen, H.P.[Hui-Ping]*,
*Chen, B.Y.[Bi Yu]*,
*Wang, Y.[Yafei]*,
*Li, Q.Q.[Qing-Quan]*,

**Efficient Geo-Computational Algorithms for Constructing Space-Time
Prisms in Road Networks**,

*IJGI(5)*, No. 11, 2016, pp. 214.

DOI Link
**1612**

Human activity travel behavior
BibRef

*Fulari, S.G.*,
*Vanajakshi, L.*,
*Subramanian, S.C.*,

**Addressing errors in automated sensor data for real-time traffic
state estimation using dynamical systems approach**,

*IET-ITS(10)*, No. 10, 2016, pp. 683-690.

DOI Link
**1701**

Kalman filters
BibRef

*Florin, R.[Ryan]*,
*Olariu, S.[Stephan]*,

**On a Variant of the Mobile Observer Method**,

*ITS(18)*, No. 2, February 2017, pp. 441-449.

IEEE DOI
**1702**

Automobiles
BibRef

*Zhou, Y.[Yan]*,
*Dey, K.C.[Kakan Chandra]*,
*Chowdhury, M.[Mashrur]*,
*Wang, K.C.[Kuang-Ching]*,

**Process for evaluating the data transfer performance of wireless
traffic sensors for real-time intelligent transportation systems
applications**,

*IET-ITS(11)*, No. 1, February 2017, pp. 18-27.

DOI Link
**1703**

BibRef

*El Mahrsi, M.K.*,
*Côme, E.*,
*Oukhellou, L.*,
*Verleysen, M.*,

**Clustering Smart Card Data for Urban Mobility Analysis**,

*ITS(18)*, No. 3, March 2017, pp. 712-728.

IEEE DOI
**1703**

Data mining
BibRef

*Hao, P.[Peng]*,
*Boriboonsomsin, K.[Kanok]*,
*Wu, G.Y.[Guo-Yuan]*,
*Barth, M.J.[Matthew J.]*,

**Modal Activity-Based Stochastic Model for Estimating Vehicle
Trajectories from Sparse Mobile Sensor Data**,

*ITS(18)*, No. 3, March 2017, pp. 701-711.

IEEE DOI
**1703**

Data models
BibRef

*Shan, X.*,
*Hao, P.[Peng]*,
*Chen, X.*,
*Boriboonsomsin, K.[Kanok]*,
*Wu, G.Y.[Guo-Yuan]*,
*Barth, M.J.[Matthew J.]*,

**Vehicle Energy/Emissions Estimation Based on Vehicle Trajectory
Reconstruction Using Sparse Mobile Sensor Data**,

*ITS(20)*, No. 2, February 2019, pp. 716-726.

IEEE DOI
**1902**

Trajectory, Acceleration, Estimation, Hidden Markov models,
Vehicle dynamics, Roads, Data models, Modal activity,
maximum likelihood estimation
BibRef

*Xiao, Z.B.[Zhi-Bin]*,
*Wang, Y.[Yang]*,
*Fu, K.[Kun]*,
*Wu, F.[Fan]*,

**Identifying Different Transportation Modes from Trajectory Data Using
Tree-Based Ensemble Classifiers**,

*IJGI(6)*, No. 2, 2017, pp. xx-yy.

DOI Link
**1703**

BibRef

*He, Z.*,
*Zheng, L.*,
*Song, L.*,
*Zhu, N.*,

**A Jam-Absorption Driving Strategy for Mitigating Traffic Oscillations**,

*ITS(18)*, No. 4, April 2017, pp. 802-813.

IEEE DOI
**1704**

Acceleration
BibRef

*Deflorio, F.*,
*Castello, L.*,

**Assessing the performance of a charge-while-driving system in urban
arterial roads: insight from a microsimulation model**,

*IET-ITS(9)*, No. 5, 2015, pp. 505-514.

DOI Link
**1507**

road traffic
BibRef

*Won, M.*,
*Park, T.*,
*Son, S.H.*,

**Toward Mitigating Phantom Jam Using Vehicle-to-Vehicle Communication**,

*ITS(18)*, No. 5, May 2017, pp. 1313-1324.

IEEE DOI
**1705**

Fuzzy logic, Phantoms, Protocols, Road transportation,
Vehicle dynamics, Vehicles, Vehicular ad hoc networks,
Intelligent transportation systems, phantom jams,
three-phase traffic theory, traffic jams, vehicle-to-vehicle,
(V2V), communication
BibRef

*Stolcis, C.[Christian]*,
*Pfannerstill, E.[Elmar]*,

**Clustered swarm: a live swarm-based traffic load balancing algorithm
against traffic jams**,

*IET-ITS(11)*, No. 3, April 2017, pp. 134-141.

DOI Link
**1705**

BibRef

*Bragard, Q.*,
*Ventresque, A.*,
*Murphy, L.*,

**Self-Balancing Decentralized Distributed Platform for Urban Traffic
Simulation**,

*ITS(18)*, No. 5, May 2017, pp. 1190-1197.

IEEE DOI
**1705**

Computational modeling, Heuristic algorithms, Load modeling,
Microscopy, Synchronization, Vehicle dynamics, Vehicles,
Distributed simulation, dynamic load-balancing, time-stepped, simulation
BibRef

*Yuan, Y.*,
*Wang, D.*,
*Wang, Q.*,

**Anomaly Detection in Traffic Scenes via Spatial-Aware Motion
Reconstruction**,

*ITS(18)*, No. 5, May 2017, pp. 1198-1209.

IEEE DOI
**1705**

Bayes methods, Dictionaries, Image reconstruction, Optical imaging,
Robustness, Vehicles, Videos, Computer vision, anomaly detection,
crowded scenes, motion analysis, sparse reconstruction, video, analysis
BibRef

*Ma, Y.[Yunjia]*,
*Xu, W.[Wei]*,
*Zhao, X.J.[Xiu-Juan]*,
*Li, Y.[Ying]*,

**Modeling the Hourly Distribution of Population at a High
Spatiotemporal Resolution Using Subway Smart Card Data:
A Case Study in the Central Area of Beijing**,

*IJGI(6)*, No. 5, 2017, pp. xx-yy.

DOI Link
**1706**

BibRef

*Mocholí-Salcedo, A.*,
*Arroyo-Núñez, J.H.*,
*Milián-Sánchez, V.M.*,
*Verdú-Martín, G.J.*,
*Arroyo-Núñez, A.*,

**Traffic Control Magnetic Loops Electric Characteristics Variation Due
to the Passage of Vehicles Over Them**,

*ITS(18)*, No. 6, June 2017, pp. 1540-1548.

IEEE DOI
**1706**

Coils, Inductance, Integrated circuit modeling, Magnetic cores,
Magnetic resonance, Mathematical model, Vehicles,
Inductance in rectangular coils, inductive communication,
magnetic field, magnetic profile, numerical calculation, vehicle, detection
BibRef

*Mocholí-Salcedo, A.*,
*Arroyo-Núñez, J.H.*,
*Milián-Sánchez, V.M.*,
*Palomo-Anaya, M.J.*,
*Arroyo-Núñez, A.*,

**Magnetic Field Generated by the Loops Used in Traffic Control Systems**,

*ITS(18)*, No. 8, August 2017, pp. 2126-2136.

IEEE DOI
**1708**

Conductors, Control systems, Inductance, Magnetic analysis,
Magnetic fields, Resistance, Vehicles,
Inductance in rectangular coils, inductive communication,
magnetic field, numerical calculation, vehicle, detection
BibRef

*Fredette, D.*,
*Özguner, Ü.*,

**Swarm-Inspired Modeling of a Highway System With Stability Analysis**,

*ITS(18)*, No. 6, June 2017, pp. 1371-1379.

IEEE DOI
**1706**

Analytical models, Force, Mathematical model, Roads,
Stability analysis, Vehicles, Control systems, analytical models,
automated highways, autonomous vehicles, interconnected systems,
multi-agent, systems
BibRef

*Abbasi, O.R.[Omid Reza]*,
*Alesheikh, A.A.[Ali Asghar]*,
*Sharif, M.[Mohammad]*,

**Ranking the City: The Role of Location-Based Social Media Check-Ins
in Collective Human Mobility Prediction**,

*IJGI(6)*, No. 5, 2017, pp. xx-yy.

DOI Link
**1706**

BibRef

*Tang, L.L.[Lu-Liang]*,
*Zou, Q.Q.[Qian-Qian]*,
*Zhang, X.[Xia]*,
*Ren, C.[Chang]*,
*Li, Q.Q.[Qing-Quan]*,

**Spatio-Temporal Behavior Analysis and Pheromone-Based Fusion Model
for Big Trace Data**,

*IJGI(6)*, No. 5, 2017, pp. xx-yy.

DOI Link
**1706**

BibRef

*Li, J.W.[Ji-Wei]*,
*Qian, J.[Jing]*,
*Liu, Y.L.[Yao-Lin]*,

**A Novel Analysis Method of Geographical Centrality Based on Space of
Flows**,

*IJGI(6)*, No. 5, 2017, pp. xx-yy.

DOI Link
**1706**

Flows.
BibRef

*Ye, P.*,
*Wen, D.*,

**Optimal Traffic Sensor Location for Origin-Destination Estimation
Using a Compressed Sensing Framework**,

*ITS(18)*, No. 7, July 2017, pp. 1857-1866.

IEEE DOI
**1706**

Coherence, Compressed sensing, Estimation, Minimization,
Optimization, Sparse matrices, Transportation,
Traffic sensor location, compressed sensing, traffic, flow, estimation
BibRef

*Khan, S.M.*,
*Dey, K.C.*,
*Chowdhury, M.*,

**Real-Time Traffic State Estimation With Connected Vehicles**,

*ITS(18)*, No. 7, July 2017, pp. 1687-1699.

IEEE DOI
**1706**

Algorithm design and analysis, Detectors, Estimation,
Real-time systems, Traffic control, Transportation,
Wireless communication, Connected vehicles, LOS, PeMS,
artificial intelligence, density estimation, loop, detector
BibRef

*Katsuki, T.*,
*Morimura, T.*,
*Inoue, M.*,

**Traffic Velocity Estimation From Vehicle Count Sequences**,

*ITS(18)*, No. 7, July 2017, pp. 1700-1712.

IEEE DOI
**1706**

Cameras, Correlation, Estimation, Roads, Sensors, Vehicles,
Bayes procedures, Intelligent transportation systems,
unsupervised learning, velocity, measurement
BibRef

*Elhoushi, M.*,
*Georgy, J.*,
*Noureldin, A.*,
*Korenberg, M.J.*,

**A Survey on Approaches of Motion Mode Recognition Using Sensors**,

*ITS(18)*, No. 7, July 2017, pp. 1662-1686.

IEEE DOI
**1706**

Energy consumption, Feature extraction, Legged locomotion,
Monitoring, Navigation, Robot sensing systems,
Activity recognition, machine learning, motion detection,
navigation, sensor fusion
BibRef

*Ramazani, A.[Azam]*,
*Vahdat-Nejad, H.[Hamed]*,

**CANS: context-aware traffic estimation and navigation system**,

*IET-ITS(11)*, No. 6, August 2017, pp. 326-333.

DOI Link
**1707**

BibRef

*Andrienko, G.*,
*Andrienko, N.*,
*Chen, W.*,
*Maciejewski, R.*,
*Zhao, Y.*,

**Visual Analytics of Mobility and Transportation:
State of the Art and Further Research Directions**,

*ITS(18)*, No. 8, August 2017, pp. 2232-2249.

IEEE DOI
**1708**

Computers, Planning, Trajectory, Transportation, Visual analytics,
Data visualization, graphical user interfaces, interactive, systems
BibRef

*Shi, X.Y.[Xiao-Ying]*,
*Yu, Z.H.[Zhen-Hai]*,
*Fang, Q.M.[Qi-Ming]*,
*Zhou, Q.[Quan]*,

**A Visual Analysis Approach for Inferring Personal Job and Housing
Locations Based on Public Bicycle Data**,

*IJGI(6)*, No. 7, 2017, pp. xx-yy.

DOI Link
**1708**

BibRef

*Bai, J.W.[Jun-Wen]*,
*Zhang, P.[Penglin]*,
*Du, J.[Juan]*,
*Li, Z.[Zheng]*,

**A Spatial Analysis Approach for Evaluating the Service Capability of
Urban Greenways: A Case Study in Wuhan**,

*IJGI(6)*, No. 7, 2017, pp. xx-yy.

DOI Link
**1708**

BibRef

*Wan, Y.[You]*,
*Zhou, C.[Chenghu]*,
*Pei, T.[Tao]*,

**Semantic-Geographic Trajectory Pattern Mining Based on a New
Similarity Measurement**,

*IJGI(6)*, No. 7, 2017, pp. xx-yy.

DOI Link
**1708**

BibRef

*Tang, J.*,
*Liu, F.*,
*Zou, Y.*,
*Zhang, W.*,
*Wang, Y.*,

**An Improved Fuzzy Neural Network for Traffic Speed Prediction
Considering Periodic Characteristic**,

*ITS(18)*, No. 9, September 2017, pp. 2340-2350.

IEEE DOI
**1709**

Gaussian processes, forecasting theory, fuzzy neural nets,
fuzzy reasoning,
Takagi-Sugeno type fuzzy rules,
BibRef

*Hu, X.*,
*Chiu, Y.C.*,
*Villalobos, J.A.*,
*Nava, E.*,

**A Sequential Decomposition Framework and Method for Calibrating
Dynamic Origin-Destination Demand in a Congested Network**,

*ITS(18)*, No. 10, October 2017, pp. 2790-2797.

IEEE DOI
**1710**

Calibration, Computational modeling, Data models, Estimation,
Intelligent transportation systems, Solid modeling,
Vehicle dynamics, O-D calibration, dynamic traffic assignment,
one-norm formulation, shockwave propagation, simulation, model, calibration
BibRef

*Katomero, J.[Jesper]*,
*Georgiadou, Y.[Yola]*,
*Lungo, J.[Juma]*,
*Hoppe, R.[Robert]*,

**Tensions in Rural Water Governance: The Elusive Functioning of Rural
Water Points in Tanzania**,

*IJGI(6)*, No. 9, 2017, pp. xx-yy.

DOI Link
**1710**

BibRef

*Hübl, F.[Franziska]*,
*Cvetojevic, S.[Sreten]*,
*Hochmair, H.[Hartwig]*,
*Paulus, G.[Gernot]*,

**Analyzing Refugee Migration Patterns Using Geo-tagged Tweets**,

*IJGI(6)*, No. 10, 2017, pp. xx-yy.

DOI Link
**1710**

BibRef

*Molloy, J.[Joseph]*,
*Moeckel, R.[Rolf]*,

**Improving Destination Choice Modeling Using Location-Based Big Data**,

*IJGI(6)*, No. 9, 2017, pp. xx-yy.

DOI Link
**1710**

Analysis of "check in" data.
BibRef

*Feng, S.[Shuo]*,
*Ke, R.M.[Rui-Min]*,
*Wang, X.M.[Xing-Min]*,
*Zhang, Y.[Yi]*,
*Li, L.[Li]*,

**Traffic flow data compression considering burst components**,

*IET-ITS(11)*, No. 9, November 2017, pp. 572-580.

DOI Link
**1710**

BibRef

*Xiao, Z.*,
*Ponnambalam, L.*,
*Fu, X.*,
*Zhang, W.*,

**Maritime Traffic Probabilistic Forecasting Based on Vessels-Waterway
Patterns and Motion Behaviors**,

*ITS(18)*, No. 11, November 2017, pp. 3122-3134.

IEEE DOI
**1711**

Artificial intelligence, Data mining, Forecasting, Planning,
Prediction algorithms, Stability analysis, Transportation,
Data mining, knowledge discovery, knowledge engineering, marine, transportation
BibRef

*Jo, J.[Junghee]*,
*Kim, H.[Hyunsuk]*,

**Development of a Safety Index to Identify Differences in Safety
Performance by Postal Delivery Motorcyclists Based either in
Different Regional Post Offices or within the Same Regional Office**,

*IJGI(6)*, No. 11, 2017, pp. xx-yy.

DOI Link
**1712**

BibRef

*Liu, K.[Kang]*,
*Gao, S.[Song]*,
*Qiu, P.[Peiyuan]*,
*Liu, X.L.[Xi-Liang]*,
*Yan, B.[Bo]*,
*Lu, F.[Feng]*,

**Road2Vec: Measuring Traffic Interactions in Urban Road System from
Massive Travel Routes**,

*IJGI(6)*, No. 11, 2017, pp. xx-yy.

DOI Link
**1712**

BibRef

*Wong, D.W.S.[David W. S.]*,
*Huang, Q.[Qunying]*,

**'Voting with Their Feet': Delineating the Sphere of Influence Using
Social Media Data**,

*IJGI(6)*, No. 11, 2017, pp. xx-yy.

DOI Link
**1712**

BibRef

*Pascale, A.*,
*Nicoli, M.*,
*Deflorio, F.*,
*Dalla Chiara, B.*,
*Spagnolini, U.*,

**Wireless sensor networks for traffic management and road safety**,

*IET-ITS(6)*, No. 1, March 2012, pp. 67-77.

DOI Link
**1712**

*Award, IET IPR Premium*.
BibRef

*Zhang, J.B.[Jian-Bo]*,
*Song, G.H.[Guo-Hua]*,
*Gong, D.P.[Da-Peng]*,
*Gao, Y.[Yong]*,
*Yu, L.[Lei]*,
*Guo, J.[Jifu]*,

**Analysis of rainfall effects on road travel speed in Beijing, China**,

*IET-ITS(12)*, No. 2, March 2018, pp. 93-102.

DOI Link
**1801**

BibRef

*Sun, B.[Bin]*,
*Cheng, W.[Wei]*,
*Goswami, P.[Prashant]*,
*Bai, G.[Guohua]*,

**Short-term traffic forecasting using self-adjusting k-nearest
neighbours**,

*IET-ITS(12)*, No. 1, February 2018, pp. 41-48.

DOI Link
**1801**

BibRef

*Ma, Y.S.[Yong-Sai]*,
*Wang, Y.[Yang]*,
*Xu, G.L.[Guang-Luan]*,
*Tai, X.Q.[Xian-Qing]*,

**Multilevel Visualization of Travelogue Trajectory Data**,

*IJGI(7)*, No. 1, 2018, pp. xx-yy.

DOI Link
**1801**

BibRef

*Li, L.C.[Lin-Chao]*,
*Zhang, J.[Jian]*,
*Yang, F.[Fan]*,
*Ran, B.[Bin]*,

**Robust and flexible strategy for missing data imputation in intelligent
transportation system**,

*IET-ITS(12)*, No. 2, March 2018, pp. 151-157.

DOI Link
**1801**

BibRef

*Arguedas, V.F.[V. Fernandez]*,
*Pallotta, G.*,
*Vespe, M.*,

**Maritime Traffic Networks: From Historical Positioning Data to
Unsupervised Maritime Traffic Monitoring**,

*ITS(19)*, No. 3, March 2018, pp. 722-732.

IEEE DOI
**1804**

Artificial intelligence, Data mining, Navigation, Security, Sensors,
Surveillance, AIS, Maritime traffic representation,
traffic monitoring
BibRef

*Samani, Z.N.[Zeinab Neisani]*,
*Karimi, M.[Mohammad]*,
*Alesheikh, A.A.[Ali Asghar]*,

**A Novel Approach to Site Selection: Collaborative Multi-Criteria
Decision Making through Geo-Social Network (Case Study: Public
Parking)**,

*IJGI(7)*, No. 3, 2018, pp. xx-yy.

DOI Link
**1804**

BibRef

*Ding, C.*,
*Duan, J.*,
*Zhang, Y.*,
*Wu, X.*,
*Yu, G.*,

**Using an ARIMA-GARCH Modeling Approach to Improve Subway Short-Term
Ridership Forecasting Accounting for Dynamic Volatility**,

*ITS(19)*, No. 4, April 2018, pp. 1054-1064.

IEEE DOI
**1804**

Analytical models, Forecasting, Mathematical model,
Predictive models, Public transportation, Reliability,
prediction interval
BibRef

*Amar, H.M.*,
*Basir, O.A.*,

**A Bargaining-Based Solution to the Team Mobility Planning Game**,

*ITS(19)*, No. 3, March 2018, pp. 854-867.

IEEE DOI
**1804**

Game theory, Games, Planning, Public transportation, Routing, Vehicles,
Team mobility planning, bargaining models, cooperative systems,
intelligent transportation system
BibRef

*Kong, S.H.*,
*Jeon, S.Y.*,

**Cooperative Positioning Technique With Decentralized Malicious
Vehicle Detection**,

*ITS(19)*, No. 3, March 2018, pp. 826-838.

IEEE DOI
**1804**

BibRef

And:
Correction to Second author name.
*ITS(19)*, No. 5, May 2018, pp. 1676-1676.

IEEE DOI
**1805**

Delays, Distance measurement, Global Positioning System,
Reliability, Satellites, Vehicle detection,
malicious vehicle
BibRef

*Hasan, S.*,
*Ukkusuri, S.V.*,

**Reconstructing Activity Location Sequences From Incomplete Check-In
Data: A Semi-Markov Continuous-Time Bayesian Network Model**,

*ITS(19)*, No. 3, March 2018, pp. 687-698.

IEEE DOI
**1804**

Data models, Hidden Markov models, Markov processes,
Probabilistic logic, Social network services, Timing, Trajectory,
trajectory mining
BibRef

*Zhang, X.G.[Xiao-Ge]*,
*Mahadevan, S.[Sankaran]*,

**A Bio-Inspired Approach to Traffic Network Equilibrium Assignment
Problem**,

*Cyber(48)*, No. 4, April 2018, pp. 1304-1315.

IEEE DOI
**1804**

Approximation algorithms, Electron tubes, Heuristic algorithms,
Joining processes, Mathematical model, Optimization,
user equilibrium
BibRef

*Stemberk, J.[Josef]*,
*Dolejs, J.[Josef]*,
*Maresova, P.[Petra]*,
*Kuca, K.[Kamil]*,

**Factors Affecting the Number of Visitors in National Parks in the
Czech Republic, Germany and Austria**,

*IJGI(7)*, No. 3, 2018, pp. xx-yy.

DOI Link
**1804**

BibRef

*Goulet-Langlois, G.*,
*Koutsopoulos, H.N.*,
*Zhao, Z.*,
*Zhao, J.*,

**Measuring Regularity of Individual Travel Patterns**,

*ITS(19)*, No. 5, May 2018, pp. 1583-1592.

IEEE DOI
**1805**

Entropy, Environmental engineering, Frequency measurement,
Intelligent transportation systems, Smart cards,
travel behavior
BibRef

*Bauer, D.*,
*Richter, G.*,
*Asamer, J.*,
*Heilmann, B.*,
*Lenz, G.*,
*Kölbl, R.*,

**Quasi-Dynamic Estimation of OD Flows From Traffic Counts Without
Prior OD Matrix**,

*ITS(19)*, No. 6, June 2018, pp. 2025-2034.

IEEE DOI
**1806**

Entropy, Estimation, Public transportation, Road transportation,
Sensors, Urban areas, Origin-destination flow estimation,
quasi-dynamic assumption
BibRef

*Jiang, H.*,
*Luo, W.*,
*Zhao, D.*,

**A Novel Negative Location Collection Method for Finding Aggregated
Locations**,

*ITS(19)*, No. 6, June 2018, pp. 1741-1753.

IEEE DOI
**1806**

Aggregates, Cryptography, Intelligent transportation systems,
Mobile handsets, Privacy, Servers, Privacy, location privacy,
trace privacy
BibRef

*Cheng, S.[Shifen]*,
*Lu, F.[Feng]*,
*Peng, P.[Peng]*,
*Wu, S.[Sheng]*,

**A Spatiotemporal Multi-View-Based Learning Method for Short-Term
Traffic Forecasting**,

*IJGI(7)*, No. 6, 2018, pp. xx-yy.

DOI Link
**1806**

BibRef

*Guo, X.H.[Xiao-Hui]*,
*Zhang, R.C.[Ri-Chong]*,
*Liu, X.D.[Xu-Dong]*,
*Huai, J.P.[Jin-Peng]*,

**Human mobility semantics analysis:
A probabilistic and scalable approach**,

*GeoInfo(22)*, No. 3, July 2018, pp. 507-539.

WWW Link.
**1807**

BibRef

*Wang, X.X.[Xiang-Xue]*,
*Xu, L.H.[Lun-Hui]*,

**Wavelet-based short-term forecasting with improved threshold
recognition for urban expressway traffic conditions**,

*IET-ITS(12)*, No. 6, August 2018, pp. 463-473.

DOI Link
**1807**

BibRef

*Zheng, L.[Liang]*,
*Zhu, C.[Chuang]*,
*Zhu, N.[Ning]*,
*He, T.[Tian]*,
*Dong, N.[Ni]*,
*Huang, H.[Helai]*,

**Feature selection-based approach for urban short-term travel speed
prediction**,

*IET-ITS(12)*, No. 6, August 2018, pp. 474-484.

DOI Link
**1807**

BibRef

*Zhang, Y.[Yaying]*,
*Huang, G.[Guan]*,

**traffic flow prediction model based on deep belief network and genetic
algorithm**,

*IET-ITS(12)*, No. 6, August 2018, pp. 533-541.

DOI Link
**1807**

BibRef

*Hong, Z.*,
*Chen, Y.*,
*Mahmassani, H.S.*,

**Recognizing Network Trip Patterns Using a Spatio-Temporal Vehicle
Trajectory Clustering Algorithm**,

*ITS(19)*, No. 8, August 2018, pp. 2548-2557.

IEEE DOI
**1808**

Trajectory, Clustering algorithms, Data mining,
Algorithm design and analysis, Roads, Spatial databases,
shortest path distance
BibRef

*Zhang, D.[Da]*,
*Kabuka, M.R.[Mansur R.]*,

**Combining weather condition data to predict traffic flow:
A GRU-based deep learning approach**,

*IET-ITS(12)*, No. 7, September 2018, pp. 578-585.

DOI Link
**1808**

BibRef

*Tang, T.[Tao]*,
*Dong, X.[Xin]*,
*Wang, J.Z.[Jin-Zhong]*,
*Kong, X.J.[Xiang-Jie]*,
*Rahim, A.[Azizur]*,
*Yu, X.N.[Xuan-Nian]*,
*Li, Y.L.[Yu-Lin]*,

**FISS: function identification of subway stations based on semantics
mining and functional clustering**,

*IET-ITS(12)*, No. 7, September 2018, pp. 558-567.

DOI Link
**1808**

BibRef

*Besse, P.C.*,
*Guillouet, B.*,
*Loubes, J.*,
*Royer, F.*,

**Destination Prediction by Trajectory Distribution-Based Model**,

*ITS(19)*, No. 8, August 2018, pp. 2470-2481.

IEEE DOI
**1808**

Trajectory, Public transportation, Predictive models, Roads,
Data models, Markov processes, Vehicles, Trajectory classification,
final destination prediction
BibRef

*Zheng, L.[Li]*,
*Sun, M.[Meng]*,
*Luo, Y.J.[Yue-Jun]*,
*Song, X.B.[Xiang-Bo]*,
*Yang, C.W.[Chao-Wei]*,
*Hu, F.[Fei]*,
*Yu, M.Z.[Man-Zhu]*,

**Utilizing MapReduce to Improve Probe-Car Track Data Mining**,

*IJGI(7)*, No. 7, 2018, pp. xx-yy.

DOI Link
**1808**

Probe-car for real-time traffice.
BibRef

*Zhu, Z.[Zheng]*,
*Xiong, C.F.[Chen-Feng]*,
*Chen, X.M.[Xiqun Michael]*,
*Zhang, L.[Lei]*,

**Calibrating supply parameters of large-scale DTA models with
surrogate-based optimisation**,

*IET-ITS(12)*, No. 7, September 2018, pp. 642-650.

DOI Link
**1808**

large-scale dynamic traffic assignment.
BibRef

*Li, W.[Weizi]*,
*Jiang, M.L.[Mei-Lei]*,
*Chen, Y.[Yaoyu]*,
*Lin, M.C.[Ming C.]*,

**Estimating urban traffic states using iterative refinement and Wardrop
equilibria**,

*IET-ITS(12)*, No. 8, October 2018, pp. 875-883.

DOI Link
**1809**

BibRef

*Horn, B.K.P.*,
*Wang, L.*,

**Wave Equation of Suppressed Traffic Flow Instabilities**,

*ITS(19)*, No. 9, September 2018, pp. 2955-2964.

IEEE DOI
**1809**

Automobiles, Acceleration, Propagation, Control systems,
Perturbation methods, Mathematical model, Stability analysis,
damped wave equation
BibRef

*Lindorfer, M.*,
*Mecklenbräuker, C.F.*,
*Ostermayer, G.*,

**Modeling the Imperfect Driver: Incorporating Human Factors in a
Microscopic Traffic Model**,

*ITS(19)*, No. 9, September 2018, pp. 2856-2870.

IEEE DOI
**1809**

Vehicles, Human factors, Microscopy, Computational modeling,
Acceleration, Vehicle dynamics, Analytical models, Car-following,
simulation
BibRef

*Aghdam, A.H.[Arash Hazeghi]*,
*Alesheikh, A.A.[Ali Asghar]*,

**Predicting the future location of cars on urban street network by
chaining spatial web services**,

*IET-ITS(12)*, No. 8, October 2018, pp. 793-800.

DOI Link
**1809**

BibRef

*Song, T.J.[Tai-Jin]*,
*Williams, B.M.[Billy M.]*,
*Rouphail, N.M.[Nagui M.]*,

**Data-driven approach for identifying spatiotemporally recurrent
bottlenecks**,

*IET-ITS(12)*, No. 8, October 2018, pp. 756-764.

DOI Link
**1809**

BibRef

*Huang, W.*,
*Jia, W.*,
*Guo, J.*,
*Williams, B.M.*,
*Shi, G.*,
*Wei, Y.*,
*Cao, J.*,

**Real-Time Prediction of Seasonal Heteroscedasticity in Vehicular
Traffic Flow Series**,

*ITS(19)*, No. 10, October 2018, pp. 3170-3180.

IEEE DOI
**1810**

Predictive models, Adaptation models, Data models, Forecasting,
Analytical models, Real-time systems, Transportation,
adaptive Kalman filter
BibRef

*Demiroluk, S.[Sami]*,
*Ozbay, K.[Kaan]*,
*Nassif, H.[Hani]*,

**Mapping of truck traffic in New Jersey using weigh-in-motion data**,

*IET-ITS(12)*, No. 9, November 2018, pp. 1053-1061.

DOI Link
**1810**

BibRef

*Wen, T.[Tao]*,
*Cai, C.[Chen]*,
*Gardner, L.[Lauren]*,
*Waller, S.T.[Steven Travis]*,
*Dixit, V.[Vinayak]*,
*Chen, F.[Fang]*,

**Estimation of sparse O-D matrix accounting for demand volatility**,

*IET-ITS(12)*, No. 9, November 2018, pp. 1020-1026.

DOI Link
**1810**

Origin-destination (O-D) demand estimation.
BibRef

*Pajarito, D.[Diego]*,
*Gould, M.[Michael]*,

**Mapping Frictions Inhibiting Bicycle Commuting**,

*IJGI(7)*, No. 10, 2018, pp. xx-yy.

DOI Link
**1811**

BibRef

*Kumar, D.*,
*Wu, H.*,
*Rajasegarar, S.*,
*Leckie, C.*,
*Krishnaswamy, S.*,
*Palaniswami, M.*,

**Fast and Scalable Big Data Trajectory Clustering for Understanding
Urban Mobility**,

*ITS(19)*, No. 11, November 2018, pp. 3709-3722.

IEEE DOI
**1812**

Big Data, Global Positioning System, pattern clustering,
road traffic, traffic engineering computing, Dunns indices,
trajectory distance measures
BibRef

*Maeda, T.N.[Takashi Nicholas]*,
*Mori, J.[Junichiro]*,
*Ochi, M.[Masanao]*,
*Sakimoto, T.[Tetsuo]*,
*Sakata, I.[Ichiro]*,

**Measurement of Opportunity Cost of Travel Time for Predicting Future
Residential Mobility Based on the Smart Card Data of Public
Transportation**,

*IJGI(7)*, No. 11, 2018, pp. xx-yy.

DOI Link
**1812**

BibRef

*Zhan, H.*,
*Gomes, G.*,
*Li, X.S.*,
*Madduri, K.*,
*Sim, A.*,
*Wu, K.*,

**Consensus Ensemble System for Traffic Flow Prediction**,

*ITS(19)*, No. 12, December 2018, pp. 3903-3914.

IEEE DOI
**1812**

Predictive models, Computational modeling, Forecasting,
Time series analysis, Data models,
traffic flow prediction
BibRef

*Cao, P.[Peng]*,
*Fan, Q.C.[Qiao-Chu]*,
*Liu, X.B.[Xiao-Bo]*,

**Real-time detection of end-of-queue shockwaves on freeways using probe
vehicles with spacing equipment**,

*IET-ITS(12)*, No. 10, December 2018, pp. 1227-1235.

DOI Link
**1812**

BibRef

*Zhu, M.[Meiling]*,
*Liu, C.[Chen]*,
*Han, Y.B.[Yan-Bo]*,

**Approach to discovering companion patterns based on traffic data stream**,

*IET-ITS(12)*, No. 10, December 2018, pp. 1351-1359.

DOI Link
**1812**

BibRef

*Xue, Z.L.[Ze-Long]*,
*Xue, Y.[Yang]*,

**Multi Long-Short Term Memory Models for Short Term Traffic Flow
Prediction**,

*IEICE(E101-D)*, No. 12, December 2018, pp. 3272-3275.

WWW Link.
**1812**

BibRef

*Cerqueira, V.*,
*Moreira-Matias, L.*,
*Khiari, J.*,
*van Lint, H.*,

**On Evaluating Floating Car Data Quality for Knowledge Discovery**,

*ITS(19)*, No. 11, November 2018, pp. 3749-3760.

IEEE DOI
**1812**

data mining, intelligent transportation systems,
learning (artificial intelligence), road traffic,
trajectory mining
BibRef

*Alesiani, F.*,
*Moreira-Matias, L.*,
*Faizrahnemoon, M.*,

**On Learning From Inaccurate and Incomplete Traffic Flow Data**,

*ITS(19)*, No. 11, November 2018, pp. 3698-3708.

IEEE DOI
**1812**

data mining, learning (artificial intelligence), road traffic,
traffic engineering computing, incomplete traffic flow data,
ensemble learning
BibRef

*Moriya, K.*,
*Matsushima, S.*,
*Yamanishi, K.*,

**Traffic Risk Mining From Heterogeneous Road Statistics**,

*ITS(19)*, No. 11, November 2018, pp. 3662-3675.

IEEE DOI
**1812**

data mining, matrix decomposition, pattern clustering,
road traffic, statistical analysis,
machine intelligence-pattern analysis
BibRef

*Chidlovskii, B.*,

**Mining Smart Card Data for Travellers' Mini Activities**,

*ITS(19)*, No. 11, November 2018, pp. 3676-3685.

IEEE DOI
**1812**

data mining, Markov processes, Monte Carlo methods,
public transport, smart cards, travel industry,
pattern analysis
BibRef

*Marzano, V.*,
*Papola, A.*,
*Simonelli, F.*,
*Papageorgiou, M.*,

**A Kalman Filter for Quasi-Dynamic o-d Flow Estimation/Updating**,

*ITS(19)*, No. 11, November 2018, pp. 3604-3612.

IEEE DOI
**1812**

Kalman filters, nonlinear filters, traffic counts,
generalized least squares estimators, corresponding transition,
quasi-dynamic estimation
BibRef

*Chang, Y.J.[Yu-Jiao]*,
*Duan, Z.Y.[Zheng-Yu]*,
*Yang, D.Y.[Dong-Yuan]*,

**Using ALPR data to understand the vehicle use behaviour under TDM
measures**,

*IET-ITS(12)*, No. 10, December 2018, pp. 1264-1270.

DOI Link
**1812**

BibRef

*Zhang, W.B.[Wei-Bin]*,
*Qi, Y.[Yong]*,
*Zhou, Z.[Zhuping]*,
*Biancardo, S.A.[Salvatore A.]*,
*Wang, Y.[Yinhai]*,

**Method of speed data fusion based on Bayesian combination algorithm and
high-order multi-variable Markov model**,

*IET-ITS(12)*, No. 10, December 2018, pp. 1312-1321.

DOI Link
**1812**

BibRef

*Barik, B.[Biswajit]*,
*Bhat, P.K.[Pradeep Krishna]*,
*Oncken, J.[Joseph]*,
*Chen, B.[Bo]*,
*Orlando, J.[Joshua]*,
*Robinette, D.[Darrell]*,

**Optimal velocity prediction for fuel economy improvement of connected
vehicles**,

*IET-ITS(12)*, No. 10, December 2018, pp. 1329-1335.

DOI Link
**1812**

BibRef

*Lwin, K.K.[Ko Ko]*,
*Sekimoto, Y.[Yoshihide]*,
*Takeuchi, W.[Wataru]*,

**Estimation of Hourly Link Population and Flow Directions from Mobile
CDR**,

*IJGI(7)*, No. 11, 2018, pp. xx-yy.

DOI Link
**1812**

BibRef

*Wang, S.*,
*Mao, G.*,

**Missing Data Estimation for Traffic Volume by Searching an Optimum
Closed Cut in Urban Networks**,

*ITS(20)*, No. 1, January 2019, pp. 75-86.

IEEE DOI
**1901**

Roads, Detectors, Correlation, Estimation, Probabilistic logic,
Tensile stress, Traffic data imputation, optimum closed cut, NHA, k-NN
BibRef

*Song, Y.*,
*Wang, X.*,
*Wright, G.*,
*Thatcher, D.*,
*Wu, P.*,
*Felix, P.*,

**Traffic Volume Prediction With Segment-Based Regression Kriging and
its Implementation in Assessing the Impact of Heavy Vehicles**,

*ITS(20)*, No. 1, January 2019, pp. 232-243.

IEEE DOI
**1901**

Roads, Maintenance engineering, Predictive models, Australia,
Correlation, Estimation, Sociology, Geostatistics,
road maintenance
BibRef

*Xu, M.*,
*Wu, J.*,
*Liu, M.*,
*Xiao, Y.*,
*Wang, H.*,
*Hu, D.*,

**Discovery of Critical Nodes in Road Networks Through Mining From
Vehicle Trajectories**,

*ITS(20)*, No. 2, February 2019, pp. 583-593.

IEEE DOI
**1902**

Roads, Trajectory, Network topology, Topology, Measurement,
Data mining, Vehicle dynamics, Tripartite graph, ranking algorithm,
OD entropy
BibRef

*Chu, K.*,
*Saigal, R.*,
*Saitou, K.*,

**Real-Time Traffic Prediction and Probing Strategy for Lagrangian
Traffic Data**,

*ITS(20)*, No. 2, February 2019, pp. 497-506.

IEEE DOI
**1902**

Data models, Real-time systems, Predictive models,
Adaptation models, Computational modeling, Stochastic processes,
adaptive data collection
BibRef

*Gao, J.*,
*Tembine, H.*,

**Distributed Mean-Field-Type Filters for Traffic Networks**,

*ITS(20)*, No. 2, February 2019, pp. 507-521.

IEEE DOI
**1902**

Surveillance, Roads, Sensor systems, Noise measurement, Cameras,
Intelligent sensors, Mean-field filter,
vehicle tracking
BibRef

*Chen, X.(.[Xiqun (Michael)]*,
*Zhang, S.[Shuaichao]*,
*Li, L.[Li]*,

**Multi-model ensemble for short-term traffic flow prediction under
normal and abnormal conditions**,

*IET-ITS(13)*, No. 2, February 2019, pp. 260-268.

DOI Link
**1902**

BibRef

*Pamula, T.*,

**Impact of Data Loss for Prediction of Traffic Flow on an Urban Road
Using Neural Networks**,

*ITS(20)*, No. 3, March 2019, pp. 1000-1009.

IEEE DOI
**1903**

Roads, Neurons, Neural networks, Machine learning, Predictive models,
Data models, Adaptation models, Deep learning,
sensitivity to loss of data
BibRef

*Lai, X.J.[Xin-Jun]*,
*Fu, H.[Hui]*,
*Li, J.[Jun]*,
*Sha, Z.R.[Zhi-Ren]*,

**Understanding drivers' route choice behaviours in the urban network
with machine learning models**,

*IET-ITS(13)*, No. 3, March 2019, pp. 427-434.

DOI Link
**1903**

BibRef

*Yang, C.[Chao]*,
*Ye, W.[Wen]*,
*Zhu, R.R.[Rong-Rong]*,
*Zhang, T.R.[Tian-Ran]*,

**Resident activity pattern recognition and comparison of six
Sino-American metropolises**,

*IET-ITS(13)*, No. 3, March 2019, pp. 443-452.

DOI Link
**1903**

BibRef

*Zhuang, Y.F.[Yi-Fan]*,
*Ke, R.M.[Rui-Min]*,
*Wang, Y.H.[Yin-Hai]*,

**Innovative method for traffic data imputation based on convolutional
neural network**,

*IET-ITS(13)*, No. 4, April 2019, pp. 605-613.

DOI Link
**1903**

BibRef

*Di, X.*,
*Zhao, Y.*,
*Huang, S.*,
*Liu, H.X.*,

**A Similitude Theory for Modeling Traffic Flow Dynamics**,

*ITS(20)*, No. 3, March 2019, pp. 900-911.

IEEE DOI
**1903**

Vehicle dynamics, Aerodynamics, Robot sensing systems,
Mathematical model, Analytical models, Automobiles,
traffic dynamics
BibRef

*Diao, Z.*,
*Zhang, D.*,
*Wang, X.*,
*Xie, K.*,
*He, S.*,
*Lu, X.*,
*Li, Y.*,

**A Hybrid Model for Short-Term Traffic Volume Prediction in Massive
Transportation Systems**,

*ITS(20)*, No. 3, March 2019, pp. 935-946.

IEEE DOI
**1903**

Predictive models, Forecasting, Transportation,
Autoregressive processes, Discrete wavelet transforms,
Gaussian process (GP)
BibRef

*Ghanim, M.S.[Mohammad S.]*,
*Abu-Lebdeh, G.[Ghassan]*,

**Projected state-wide traffic forecast parameters using artificial
neural networks**,

*IET-ITS(13)*, No. 4, April 2019, pp. 661-669.

DOI Link
**1903**

BibRef

*Crivellari, A.[Alessandro]*,
*Beinat, E.[Euro]*,

**From Motion Activity to Geo-Embeddings: Generating and Exploring
Vector Representations of Locations, Traces and Visitors through
Large-Scale Mobility Data**,

*IJGI(8)*, No. 3, 2019, pp. xx-yy.

DOI Link
**1903**

BibRef

*Chen, X.*,
*Zhang, S.*,
*Li, L.*,
*Li, L.*,

**Adaptive Rolling Smoothing With Heterogeneous Data for Traffic State
Estimation and Prediction**,

*ITS(20)*, No. 4, April 2019, pp. 1247-1258.

IEEE DOI
**1904**

State estimation, Smoothing methods, Time measurement,
Vehicle dynamics, Cameras, Microwave measurement,
urban expressway
BibRef

*Wang, Y.*,
*Zhang, Y.*,
*Piao, X.*,
*Liu, H.*,
*Zhang, K.*,

**Traffic Data Reconstruction via Adaptive Spatial-Temporal
Correlations**,

*ITS(20)*, No. 4, April 2019, pp. 1531-1543.

IEEE DOI
**1904**

Roads, Correlation, Matrix decomposition, Sparse matrices,
Interpolation, Tensile stress, Detectors,
adaptive spatial similarity
BibRef

*Fahad, A.[Adil]*,
*Almalawi, A.[Abdulmohsen]*,
*Tari, Z.[Zahir]*,
*Alharthi, K.[Kurayman]*,
*Qahtani, F.S.A.[Fawaz S. Al]*,
*Cheriet, M.[Mohamed]*,

**SemTra: A semi-supervised approach to traffic flow labeling with
minimal human effort**,

*PR(91)*, 2019, pp. 1-12.

Elsevier DOI
**1904**

Internet traffic classification, Semi-supervised learning, Multiview
BibRef

*Markovic, N.*,
*Sekula, P.*,
*Laan, Z.V.[Z. Vander]*,
*Andrienko, G.*,
*Andrienko, N.*,

**Applications of Trajectory Data From the Perspective of a Road
Transportation Agency: Literature Review and Maryland Case Study**,

*ITS(20)*, No. 5, May 2019, pp. 1858-1869.

IEEE DOI
**1905**

Trajectory, Global Positioning System, Road transportation,
Data mining, Data models, Bibliographies, Road transportation,
big data
BibRef

*Mackenzie, J.*,
*Roddick, J.F.*,
*Zito, R.*,

**An Evaluation of HTM and LSTM for Short-Term Arterial Traffic Flow
Prediction**,

*ITS(20)*, No. 5, May 2019, pp. 1847-1857.

IEEE DOI
**1905**

Roads, Neural networks, Prediction algorithms, Traffic control,
Predictive models, Timing, Arterial road networks,
traffic-flow prediction
BibRef

*Ni, X.Y.[Xiao-Yong]*,
*Huang, H.[Hong]*,
*Meng, Y.Y.[Yang-Yang]*,
*Zhou, S.[Shiwei]*,
*Su, B.[Boni]*,

**An Urban Road-Traffic Commuting Dynamics Study Based on Hotspot
Clustering and a New Proposed Urban Commuting Electrostatics Model**,

*IJGI(8)*, No. 4, 2019, pp. xx-yy.

DOI Link
**1905**

BibRef

*Zheng, K.N.[Kang-Ning]*,
*Yao, E.[Enjian]*,
*Zhang, J.[Junyi]*,
*Zhang, Y.S.[Yong-Sheng]*,

**Traffic flow estimation on the expressway network using toll ticket
data**,

*IET-ITS(13)*, No. 5, May 2019, pp. 886-895.

DOI Link
**1906**

BibRef

*Zhou, T.[Teng]*,
*Jiang, D.[Dazhi]*,
*Lin, Z.[Zhizhe]*,
*Han, G.[Guoqiang]*,
*Xu, X.[Xuemiao]*,
*Qin, J.[Jing]*,

**Hybrid dual Kalman filtering model for short-term traffic flow
forecasting**,

*IET-ITS(13)*, No. 6, June 2019, pp. 1023-1032.

DOI Link
**1906**

BibRef

*Cai, L.R.[Ling-Ru]*,
*Chen, Q.[Qian]*,
*Cai, W.H.[Wei-Hong]*,
*Xu, X.M.[Xue-Miao]*,
*Zhou, T.[Teng]*,
*Qin, J.[Jing]*,

**SVRGSA: a hybrid learning based model for short-term traffic flow
forecasting**,

*IET-ITS(13)*, No. 9, September 2019, pp. 1348-1355.

DOI Link
**1908**

BibRef

*Bartin, B.[Bekir]*,

**Use of learning classifier systems in microscopic toll plaza simulation
models**,

*IET-ITS(13)*, No. 5, May 2019, pp. 860-869.

DOI Link
**1906**

BibRef

*Ng, K.M.[Kok Mun]*,
*Reaz, M.B.I.[Mamun Bin Ibne]*,
*Ali, M.A.M.[Mohd Alauddin Mohd]*,

**Model-based control strategy for oversaturated traffic regimes based on
the LWR-IM traffic model**,

*IET-ITS(13)*, No. 5, May 2019, pp. 896-904.

DOI Link
**1906**

BibRef

*Chen, Y.J.[Yu-Jun]*,
*Pu, J.[Juhua]*,
*Du, J.H.[Jia-Hong]*,
*Wang, Y.[Yue]*,
*Xiong, Z.[Zhang]*,

**Spatial-temporal traffic outlier detection by coupling road level of
service**,

*IET-ITS(13)*, No. 6, June 2019, pp. 1016-1022.

DOI Link
**1906**

BibRef

*Lin, Y.*,
*Dai, X.*,
*Li, L.*,
*Wang, F.*,

**Pattern Sensitive Prediction of Traffic Flow Based on Generative
Adversarial Framework**,

*ITS(20)*, No. 6, June 2019, pp. 2395-2400.

IEEE DOI
**1906**

Predictive models, Biological system modeling, Data models,
Automation, Machine learning, Industries, Traffic flow prediction,
generative adversarial network
BibRef

*Feng, X.*,
*Ling, X.*,
*Zheng, H.*,
*Chen, Z.*,
*Xu, Y.*,

**Adaptive Multi-Kernel SVM With Spatial-Temporal Correlation for
Short-Term Traffic Flow Prediction**,

*ITS(20)*, No. 6, June 2019, pp. 2001-2013.

IEEE DOI
**1906**

Kernel, Support vector machines, Predictive models, Correlation,
Prediction algorithms, Real-time systems, Forecasting,
spatial-temporal correlation
BibRef

*Zhang, F.[Fan]*,
*Wu, L.[Lun]*,
*Zhu, D.[Di]*,
*Liu, Y.[Yu]*,

**Social sensing from street-level imagery:
A case study in learning spatio-temporal urban mobility patterns**,

*PandRS(153)*, 2019, pp. 48-58.

Elsevier DOI
**1906**

Street-level imagery, Urban physical environment,
Urban mobility, Social sensing, Deep learning
BibRef

*Zhang, L.F.[Lian-Fa]*,
*Cheng, J.Q.[Jian-Quan]*,
*Jin, C.[Cheng]*,

**Spatial Interaction Modeling of OD Flow Data: Comparing
Geographically Weighted Negative Binomial Regression (GWNBR) and OLS
(GWOLSR)**,

*IJGI(8)*, No. 5, 2019, pp. xx-yy.

DOI Link
**1906**

Origin-Destination flow data.
BibRef

*Ganapathy, J.[Jayanthi]*,
*Paramasivam, J.[Jothilakshmi]*,

**Prediction of traffic volume by mining traffic sequences using travel
time based PrefixSpan**,

*IET-ITS(13)*, No. 7, July 2019, pp. 1199-1210.

DOI Link
**1906**

BibRef

*Zhu, Z.*,
*Chen, X.*,
*Zhang, X.*,
*Zhang, L.*,

**Probabilistic Data Fusion for Short-Term Traffic Prediction With
Semiparametric Density Ratio Model**,

*ITS(20)*, No. 7, July 2019, pp. 2459-2469.

IEEE DOI
**1907**

Data integration, Predictive models, Probabilistic logic,
Data models, Time series analysis, Artificial neural networks,
probability distribution
BibRef

*Naveh, K.S.[K. Soltani]*,
*Kim, J.*,

**Urban Trajectory Analytics: Day-of-Week Movement Pattern Mining Using
Tensor Factorization**,

*ITS(20)*, No. 7, July 2019, pp. 2540-2549.

IEEE DOI
**1907**

Trajectory, Tensile stress, Bluetooth, Data mining, Smart cards,
Urban areas, Feature extraction, Tensor factorization,
Bluetooth data
BibRef

*Parsafard, M.*,
*Chi, G.*,
*Qu, X.*,
*Li, X.*,
*Wang, H.*,

**Error Measures for Trajectory Estimations With Geo-Tagged Mobility
Sample Data**,

*ITS(20)*, No. 7, July 2019, pp. 2566-2583.

IEEE DOI
**1907**

Trajectory, Geography, Measurement uncertainty,
Social network services, Time measurement, Estimation error,
activity range
BibRef

*Yang, D.[Di]*,
*Li, S.J.[Song-Jiang]*,
*Peng, Z.[Zhou]*,
*Wang, P.[Peng]*,
*Wang, J.H.[Jun-Hui]*,
*Yang, H.M.[Hua-Min]*,

**MF-CNN: Traffic Flow Prediction Using Convolutional Neural Network and
Multi-Features Fusion**,

*IEICE(E102-D)*, No. 8, August 2019, pp. 1526-1536.

WWW Link.
**1908**

BibRef

*Liu, Y.[Yu]*,
*Liu, Z.[Zhao]*,
*Li, X.G.[Xiu-Gang]*,
*Huang, W.[Wei]*,
*Wei, Y.[Yun]*,
*Cao, J.[Jinde]*,
*Guo, J.H.[Jian-Hua]*,

**Dynamic traffic demand uncertainty prediction using radio-frequency
identification data and link volume data**,

*IET-ITS(13)*, No. 8, August 2019, pp. 1309-1317.

DOI Link
**1908**

BibRef

*Yong-dong, W.[Wang]*,
*Dong-wei, X.[Xu]*,
*Peng, P.[Peng]*,
*Yi, L.[Liu]*,
*Gui-jun, Z.[Zhang]*,
*Xiao, X.[Xuemei]*,

**Kernel PCA for road traffic data non-linear feature extraction**,

*IET-ITS(13)*, No. 8, August 2019, pp. 1291-1298.

DOI Link
**1908**

BibRef

*Yang, J.[Jing]*,
*Yi, D.[Disheng]*,
*Qiao, B.[Bowen]*,
*Zhang, J.[Jing]*,

**Spatio-Temporal Change Characteristics of Spatial-Interaction
Networks: Case Study within the Sixth Ring Road of Beijing, China**,

*IJGI(8)*, No. 6, 2019, pp. xx-yy.

DOI Link
**1908**

BibRef

*Wang, S.*,
*Zhang, X.*,
*Li, F.*,
*Yu, P.S.*,
*Huang, Z.*,

**Efficient Traffic Estimation With Multi-Sourced Data by Parallel
Coupled Hidden Markov Model**,

*ITS(20)*, No. 8, August 2019, pp. 3010-3023.

IEEE DOI
**1908**

Roads, Probes, Global Positioning System, Hidden Markov models,
Estimation, Twitter, Social media, traffic estimation, CHMM
BibRef

*Li, L.*,
*Zhang, J.*,
*Wang, Y.*,
*Ran, B.*,

**Missing Value Imputation for Traffic-Related Time Series Data Based
on a Multi-View Learning Method**,

*ITS(20)*, No. 8, August 2019, pp. 2933-2943.

IEEE DOI
**1908**

Time series analysis, Logic gates, Sensors, Data models,
Road transportation, Learning systems, Databases,
temporal and spatial views
BibRef

*Yang, Y.X.[Yuan-Xuan]*,
*Heppenstall, A.[Alison]*,
*Turner, A.[Andy]*,
*Comber, A.[Alexis]*,

**Who, Where, Why and When? Using Smart Card and Social Media Data to
Understand Urban Mobility**,

*IJGI(8)*, No. 6, 2019, pp. xx-yy.

DOI Link
**1908**

BibRef

*Deng, Y.[Yue]*,
*Liu, J.P.[Ji-Ping]*,
*Liu, Y.[Yang]*,
*Luo, A.[An]*,

**Detecting Urban Polycentric Structure from POI Data**,

*IJGI(8)*, No. 6, 2019, pp. xx-yy.

DOI Link
**1908**

Urban sub-senters. Peaks of human activity.
BibRef

*Duan, P.*,
*Mao, G.*,
*Liang, W.*,
*Zhang, D.*,

**A Unified Spatio-Temporal Model for Short-Term Traffic Flow
Prediction**,

*ITS(20)*, No. 9, September 2019, pp. 3212-3223.

IEEE DOI
**1909**

Roads, Predictive models, Correlation, Data models,
Computational modeling, Neural networks, Network topology,
unified
BibRef

*Aalipour, A.*,
*Kebriaei, H.*,
*Ramezani, M.*,

**Analytical Optimal Solution of Perimeter Traffic Flow Control Based
on MFD Dynamics: A Pontryagin's Maximum Principle Approach**,

*ITS(20)*, No. 9, September 2019, pp. 3224-3234.

IEEE DOI
**1909**

Optimal control, Urban areas, Vehicle dynamics, Mathematical model,
Analytical models, Intelligent transportation systems,
indirect optimal approach (IOA)
BibRef

*Wang, X.M.[Xu-Meng]*,
*Gu, T.L.[Tian-Long]*,
*Luo, X.N.[Xiao-Nan]*,
*Cai, X.[Xiwen]*,
*Lao, T.Y.[Tian-Yi]*,
*Chen, W.L.[Wen-Long]*,
*Wu, Y.C.[Ying-Cai]*,
*Yu, J.H.[Jin-Hui]*,
*Chen, W.[Wei]*,

**A User Study on the Capability of Three Geo-Based Features in
Analyzing and Locating Trajectories**,

*ITS(20)*, No. 9, September 2019, pp. 3375-3385.

IEEE DOI
**1909**

human mobility.
Trajectory, Privacy, Task analysis, Correlation, Data privacy,
Visualization, Roads, Periodic trajectory, location privacy,
geo-based context
BibRef

*Wu, J.[Jing]*,
*Li, J.W.[Jing-Wen]*,
*Ma, Y.[Yue]*,

**A Comparative Study of Spatial and Temporal Preferences for
Waterfronts in Wuhan based on Gender Differences in Check-In Behavior**,

*IJGI(8)*, No. 9, 2019, pp. xx-yy.

DOI Link
**1909**

BibRef

*Karimi, M.[Mohammad]*,
*Alecsandru, C.[Ciprian]*,

**Two-fold calibration approach for microscopic traffic simulation models**,

*IET-ITS(13)*, No. 10, October 2019, pp. 1507-1517.

DOI Link
**1909**

BibRef

*Ji, Y.[Yanjie]*,
*Cao, Y.[Yu]*,
*Liu, Y.[Yang]*,
*Guo, W.H.[Wei-Hong]*,
*Gao, L.[Liangpeng]*,

**Research on classification and influencing factors of metro commuting
patterns by combining smart card data and household travel survey data**,

*IET-ITS(13)*, No. 10, October 2019, pp. 1525-1532.

DOI Link
**1909**

BibRef

*Zheng, Z.*,
*Yang, Y.*,
*Liu, J.*,
*Dai, H.*,
*Zhang, Y.*,

**Deep and Embedded Learning Approach for Traffic Flow Prediction in
Urban Informatics**,

*ITS(20)*, No. 10, October 2019, pp. 3927-3939.

IEEE DOI
**1910**

Meteorology, Predictive models, Urban areas, Deep learning, Sensors,
Roads, Informatics, Urban informatics, traffic flow prediction,
deep learning
BibRef

*Guo, S.*,
*Lin, Y.*,
*Li, S.*,
*Chen, Z.*,
*Wan, H.*,

**Deep Spatial-Temporal 3D Convolutional Neural Networks for Traffic
Data Forecasting**,

*ITS(20)*, No. 10, October 2019, pp. 3913-3926.

IEEE DOI
**1910**

Correlation, Forecasting, Data models,
Feature extraction, Predictive models, Solid modeling,
recalibration block
BibRef

*Wang, D.*,
*Fan, J.*,
*Xiao, Z.*,
*Jiang, H.*,
*Chen, H.*,
*Zeng, F.*,
*Li, K.*,

**Stop-and-Wait: Discover Aggregation Effect Based on Private Car
Trajectory Data**,

*ITS(20)*, No. 10, October 2019, pp. 3623-3633.

IEEE DOI
**1910**

Automobiles, Surface acoustic waves, Trajectory, Urban areas,
Public transportation, Spatiotemporal phenomena, Roads,
trajectory data
BibRef

*Ishikawa, K.[Kazuki]*,
*Nakayama, D.[Daichi]*,

**Estimation of Origin-Destination Flows of Passenger Cars in 1925 in
Old Tokyo City, Japan**,

*IJGI(8)*, No. 11, 2019, pp. xx-yy.

DOI Link
**1912**

BibRef

*Wang, P.[Peixiao]*,
*Wu, S.[Sheng]*,
*Zhang, H.[Hengcai]*,
*Lu, F.[Feng]*,

**Indoor Location Prediction Method for Shopping Malls Based on
Location Sequence Similarity**,

*IJGI(8)*, No. 11, 2019, pp. xx-yy.

DOI Link
**1912**

BibRef

*Xiang, Q.L.[Qiu-Liang]*,
*Wu, Q.Y.[Qun-Yong]*,

**Tree-Based and Optimum Cut-Based Origin-Destination Flow Clustering**,

*IJGI(8)*, No. 11, 2019, pp. xx-yy.

DOI Link
**1912**

BibRef

*Bantis, T.[Thanos]*,
*Haworth, J.[James]*,

**Non-Employment Activity Type Imputation from Points of Interest and
Mobility Data at an Individual Level: How Accurate Can We Get?**,

*IJGI(8)*, No. 12, 2019, pp. xx-yy.

DOI Link
**1912**

BibRef

*Huang, Y.[Yang]*,
*Shi, K.F.[Kai-Fang]*,
*Zong, H.M.[Hui-Ming]*,
*Zhou, T.G.[Ting-Gang]*,
*Shen, J.W.[Jing-Wei]*,

**Exploring Spatial and Temporal Connection Patterns among the
Districts in Chongqing Based on Highway Passenger Flow**,

*RS(12)*, No. 1, 2019, pp. xx-yy.

DOI Link
**2001**

BibRef

*Di Vaio, M.*,
*Fiengo, G.*,
*Petrillo, A.*,
*Salvi, A.*,
*Santini, S.*,
*Tufo, M.*,

**Cooperative Shock Waves Mitigation in Mixed Traffic Flow Environment**,

*ITS(20)*, No. 12, December 2019, pp. 4339-4353.

IEEE DOI
**2001**

Autonomous vehicles, Delays, Connected vehicles,
Wireless communication, Stability analysis, Mathematical model,
PLEXE
BibRef

*Chen, M.*,
*Yu, X.*,
*Liu, Y.*,

**TraLFM: Latent Factor Modeling of Traffic Trajectory Data**,

*ITS(20)*, No. 12, December 2019, pp. 4624-4634.

IEEE DOI
**2001**

Trajectory, Data models, Semantics, Data mining, Cameras,
Public transportation, Surveillance, Human mobility patterns,
generative model
BibRef

*Zhou, T.[Tong]*,
*Liu, X.[Xintao]*,
*Qian, Z.[Zhen]*,
*Chen, H.[Haoxuan]*,
*Tao, F.[Fei]*,

**Automatic Identification of the Social Functions of Areas of Interest
(AOIs) Using the Standard Hour-Day-Spectrum Approach**,

*IJGI(9)*, No. 1, 2020, pp. xx-yy.

DOI Link
**2001**

BibRef

*Revoredo, K.[Kate]*,
*Baião, F.[Fernanda]*,
*de M. S. Quintella, C.A.[Carlos A.]*,
*Campos, C.A.V.[Carlos Alberto V.]*,
*de S. Soares, E.F.[Elton F.]*,

**A Combined Solution for Real-Time Travel Mode Detection and Trip
Purpose Prediction**,

*ITS(20)*, No. 12, December 2019, pp. 4655-4664.

IEEE DOI
**2001**

Feature extraction, Global Positioning System, Sensors,
Real-time systems, Data collection, Data models, Task analysis,
automated machine learning
BibRef

*Xu, Z.Z.[Zhen-Zhou]*,
*Cui, G.[Ge]*,
*Zhong, M.[Ming]*,
*Wang, X.[Xin]*,

**Anomalous Urban Mobility Pattern Detection Based on GPS Trajectories
and POI Data**,

*IJGI(8)*, No. 7, 2019, pp. xx-yy.

DOI Link
**1908**

BibRef

*Ma, D.F.[Dong-Fang]*,
*Sheng, B.[Bowen]*,
*Ma, X.L.[Xiao-Long]*,
*Jin, S.[Sheng]*,

**Fuzzy hybrid framework with dynamic weights for short-term traffic flow
prediction by mining spatio-temporal correlations**,

*IET-ITS(14)*, No. 2, February 2020, pp. 73-81.

DOI Link
**2002**

BibRef

*Chang, B.*,
*Chiou, J.*,

**Cloud Computing-Based Analyses to Predict Vehicle Driving Shockwave
for Active Safe Driving in Intelligent Transportation System**,

*ITS(21)*, No. 2, February 2020, pp. 852-866.

IEEE DOI
**2002**

Cloud computing, Microscopy, Real-time systems, Delays,
5G mobile communication, Roads, Sensors, VCC, MEC,
macroscopic and microscopic analyses
BibRef

*Wang, S.*,
*Mao, G.*,

**Fundamental Limits of Missing Traffic Data Estimation in Urban
Networks**,

*ITS(21)*, No. 3, March 2020, pp. 1191-1203.

IEEE DOI
**2003**

Cramer-Rao lower bound (CRLB), squared flow error bound (SFEB),
fisher matrix, spatial-temporal kriging
BibRef

*Gu, Y.*,
*Lu, W.*,
*Xu, X.*,
*Qin, L.*,
*Shao, Z.*,
*Zhang, H.*,

**An Improved Bayesian Combination Model for Short-Term Traffic
Prediction With Deep Learning**,

*ITS(21)*, No. 3, March 2020, pp. 1332-1342.

IEEE DOI
**2003**

Predictive models, Deep learning, Correlation, Neural networks,
Bayes methods, Data models, Roads, Urban road,
microwave data
BibRef

*Rizwan, M.[Muhammad]*,
*Wan, W.[Wanggen]*,
*Gwiazdzinski, L.[Luc]*,

**Visualization, Spatiotemporal Patterns, and Directional Analysis of
Urban Activities Using Geolocation Data Extracted from LBSN**,

*IJGI(9)*, No. 2, 2020, pp. xx-yy.

DOI Link
**2003**

BibRef

*Jung, I.[Inhwan]*,

**An IoT-based smart parking management system**,

*IJCVR(10)*, No. 2, 2020, pp. 122-132.

DOI Link
**2003**

BibRef

*Chen, Y.*,
*Lv, Y.*,
*Wang, F.*,

**Traffic Flow Imputation Using Parallel Data and Generative
Adversarial Networks**,

*ITS(21)*, No. 4, April 2020, pp. 1624-1630.

IEEE DOI
**2004**

Generators, Data models,
Generative adversarial networks, Training, Loss measurement,
deep learning
BibRef

*Nassrullah, Z.*,
*Yousif, S.*,

**Development of a Microsimulation Model for Motorway Roadworks With
Narrow Lanes**,

*ITS(21)*, No. 4, April 2020, pp. 1536-1546.

IEEE DOI
**2004**

Vehicles, Acceleration, Roads, Accidents, Layout, Calibration,
Lane closure, microsimulation, modeling, narrow lanes, roadwork,
traffic management
BibRef

*Rettore, P.H.L.*,
*Santos, B.P.*,
*Rigolin, R.*,
*Lopes, F.*,
*Maia, G.*,
*Villas, L.A.*,
*Loureiro, A.A.F.*,

**Road Data Enrichment Framework Based on Heterogeneous Data Fusion for
ITS**,

*ITS(21)*, No. 4, April 2020, pp. 1751-1766.

IEEE DOI
**2004**

ITS, heterogeneous data fusion, data enrichment, LBSM,
incident detection, VANETs
BibRef

*Li, T.L.[Teng-Long]*,
*Hui, F.[Fei]*,
*Zhao, X.M.[Xiang-Mo]*,
*Liu, C.[Ce]*,
*Ngoduy, D.[Dong]*,

**Modelling heterogeneous traffic dynamics by considering the influence
of V2V safety messages**,

*IET-ITS(14)*, No. 4, April 2020, pp. 220-227.

DOI Link
**2004**

BibRef

*Wang, Q.[Qi]*,
*Li, L.[Li]*,
*Hou, D.[Dezao]*,
*Li, Z.H.[Zhi-Heng]*,
*Hu, J.M.[Jian-Ming]*,

**Simulation study on the effect of automated driving in a road network
environment**,

*IET-ITS(14)*, No. 4, April 2020, pp. 228-232.

DOI Link
**2004**

BibRef

*Mühl, K.[Kristin]*,
*Stoll, T.[Tanja]*,
*Baumann, M.[Martin]*,

**Look ahead: understanding cognitive anticipatory processes based on
situational characteristics in dynamic traffic situations**,

*IET-ITS(14)*, No. 4, April 2020, pp. 233-240.

DOI Link
**2004**

BibRef

*Novovic, O.[Olivera]*,
*Brdar, S.[Sanja]*,
*Mesaroš, M.[Minucer]*,
*Crnojevic, V.[Vladimir]*,
*Papadopoulos, A.N.[Apostolos N.]*,

**Uncovering the Relationship between Human Connectivity Dynamics and
Land Use**,

*IJGI(9)*, No. 3, 2020, pp. xx-yy.

DOI Link
**2004**

BibRef

*Han, L.[Lei]*,
*Huang, Y.S.[Yi-Shao]*,

**Short-term traffic flow prediction of road network based on deep
learning**,

*IET-ITS(14)*, No. 6, June 2020, pp. 495-503.

DOI Link
**2005**

BibRef

*Tao, R.[Ran]*,
*Gong, Z.[Zhaoya]*,
*Ma, Q.[Qiwei]*,
*Thill, J.C.[Jean-Claude]*,

**Boosting Computational Effectiveness in Big Spatial Flow Data
Analysis with Intelligent Data Reduction**,

*IJGI(9)*, No. 5, 2020, pp. xx-yy.

DOI Link
**2005**

spatial origin-destination (OD) flow data.
BibRef

*Tanveer, H.[Hashir]*,
*Balz, T.[Timo]*,
*Cigna, F.[Francesca]*,
*Tapete, D.[Deodato]*,

**Monitoring 2011-2020 Traffic Patterns in Wuhan (China) with
COSMO-SkyMed SAR, Amidst the 7th CISM Military World Games and
COVID-19 Outbreak**,

*RS(12)*, No. 10, 2020, pp. xx-yy.

DOI Link
**2006**

BibRef

*Tong, X.H.[Xiao-Hua]*,
*Wang, R.[Runjie]*,
*Shi, W.Z.[Wen-Zhong]*,
*Li, Z.[Zhiyuan]*,

**An Approach for Filter Divergence Suppression in a Sequential Data
Assimilation System and Its Application in Short-Term Traffic Flow
Forecasting**,

*IJGI(9)*, No. 6, 2020, pp. xx-yy.

DOI Link
**2006**

BibRef

*Mohan, R.[Ranju]*,
*Ramadurai, G.[Gitakrishnan]*,

**Field data application of a non-lane-based multi-class traffic flow
model**,

*IET-ITS(14)*, No. 7, July 2020, pp. 657-667.

DOI Link
**2006**

BibRef

*Duran, D.[David]*,
*Sacristán, V.[Vera]*,
*Silveira, R.I.[Rodrigo I.]*,

**Map construction algorithms: a local evaluation through hiking data**,

*GeoInfo(24)*, No. 3, July 2020, pp. 633-681.

WWW Link.
**2006**

BibRef

*Rossi, A.*,
*Barlacchi, G.*,
*Bianchini, M.*,
*Lepri, B.*,

**Modelling Taxi Drivers' Behaviour for the Next Destination Prediction**,

*ITS(21)*, No. 7, July 2020, pp. 2980-2989.

IEEE DOI
**2007**

Public transportation, Urban areas, Trajectory, Predictive models,
Recurrent neural networks, Task analysis, Vehicles,
smart cities
BibRef

*Chu, K.*,
*Lam, A.Y.S.*,
*Li, V.O.K.*,

**Deep Multi-Scale Convolutional LSTM Network for Travel Demand and
Origin-Destination Predictions**,

*ITS(21)*, No. 8, August 2020, pp. 3219-3232.

IEEE DOI
**2008**

Deep learning, Public transportation, Correlation,
Predictive models, Data models, Travel demand prediction,
origin-destination tensor
BibRef

*Li, Z.*,
*Khasawneh, F.*,
*Yin, X.*,
*Li, A.*,
*Song, Z.*,

**A New Microscopic Traffic Model Using a Spring-Mass-Damper-Clutch
System**,

*ITS(21)*, No. 8, August 2020, pp. 3322-3331.

IEEE DOI
**2008**

Data models, Vehicles, Computational modeling, Numerical models,
Lead, Vehicle dynamics, Microscopy, Car-following (CF) model,
stability of time-delay system
BibRef

*Zhou, L.*,
*Zhang, S.*,
*Yu, J.*,
*Chen, X.*,

**Spatial-Temporal Deep Tensor Neural Networks for Large-Scale Urban
Network Speed Prediction**,

*ITS(21)*, No. 9, September 2020, pp. 3718-3729.

IEEE DOI
**2008**

Roads, Predictive models, Stacking, Neural networks,
Time series analysis, Detectors, Speed prediction, deep learning
BibRef

*Duan, P.*,
*Mao, G.*,
*Kang, J.*,
*Huang, B.*,

**Estimation of Link Travel Time Distribution With Limited Traffic
Detectors**,

*ITS(21)*, No. 9, September 2020, pp. 3730-3743.

IEEE DOI
**2008**

Estimation, Detectors, Roads, Tomography, Cameras, Bluetooth,
Global Positioning System, Link travel time distribution,
expectation maximization (EM) algorithm
BibRef

*Zheng, C.*,
*Fan, X.*,
*Wen, C.*,
*Chen, L.*,
*Wang, C.*,
*Li, J.*,

**DeepSTD: Mining Spatio-Temporal Disturbances of Multiple Context
Factors for Citywide Traffic Flow Prediction**,

*ITS(21)*, No. 9, September 2020, pp. 3744-3755.

IEEE DOI
**2008**

Neural networks, Meteorology, Predictive models, Deep learning,
Urban areas, Intelligent transportation systems,
intelligent transportation systems
BibRef

*Zhao, L.*,
*Song, Y.*,
*Zhang, C.*,
*Liu, Y.*,
*Wang, P.*,
*Lin, T.*,
*Deng, M.*,
*Li, H.*,

**T-GCN: A Temporal Graph Convolutional Network for Traffic Prediction**,

*ITS(21)*, No. 9, September 2020, pp. 3848-3858.

IEEE DOI
**2008**

Predictive models, Forecasting, Roads, Data models, Task analysis,
Logic gates, Kalman filters, Traffic forecasting,
temporal dependence
BibRef

*Rao, W.M.[Wen-Ming]*,
*Xia, J.X.[Jing-Xin]*,
*Wang, C.[Chen]*,
*Lu, Z.B.[Zhen-Bo]*,
*Chen, Q.[Qian]*,

**Investigating impact of the heterogeneity of trajectory data
distribution on origin-destination estimation:
A spatial statistics approach**,

*IET-ITS(14)*, No. 10, October 2020, pp. 1218-1227.

DOI Link
**2009**

BibRef

*Sun, B.[Bo]*,
*Sun, T.[Tuo]*,
*Zhang, Y.J.[Yu-Jia]*,
*Jiao, P.P.[Peng-Peng]*,

**Urban traffic flow online prediction based on multi-component attention
mechanism**,

*IET-ITS(14)*, No. 10, October 2020, pp. 1249-1258.

DOI Link
**2009**

BibRef

*Xu, D.W.[Dong-Wei]*,
*Peng, P.[Peng]*,
*Wei, C.C.[Chen-Chen]*,
*He, D.F.[De-Feng]*,
*Xuan, Q.[Qi]*,

**Road traffic network state prediction based on a generative adversarial
network**,

*IET-ITS(14)*, No. 10, October 2020, pp. 1286-1294.

DOI Link
**2009**

BibRef

*Xu, C.Y.[Chen-Yang]*,
*Xu, C.Q.[Chang-Qing]*,
*Truong, T.K.[Trieu-Kien]*,

**Mining the spatio-temporal pattern using matrix factorisation:
A case study of traffic flow**,

*IET-ITS(14)*, No. 10, October 2020, pp. 1328-1337.

DOI Link
**2009**

BibRef

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Frequency modulation, Sensors, Data visualization, Data collection,
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Convolution, Forecasting, Predictive models, Roads, Machine learning,
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Predictive models, Data models, Optimization, Task analysis, Kernel,
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Kernel, Forecasting, Roads, Task analysis, Convolution,
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neural nets, road traffic, traffic engineering computing,
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Kalman filters, computer aided instruction,
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image sequences
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**Walkability For Different Urban Granularities**,

*ISPRS16*(B2: 703-708).

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Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in

Traffic Flow Analysis Using Phone Signals, Cell Data, Wi-Fi data .

Last update:Nov 19, 2020 at 14:58:59