16.7.2.6.7 Traffic Control, Traffic Analysis, Not Image Analysis

Chapter Contents (Back)
Vehicle Traffic. Traffic Analysis. Traffic Control. Smart Highways. Applications to traffic issues from other data. Traffic signal specific info:
See also Traffic Signal Control, Traffic Analysis, Not Image Analysis.
See also Shared Ride Systems, Car Sharing, Taxi, Analysis.
See also Transit Traffic Analysis, Public Transit, Bus.
See also Urban Mobility Analysis.
See also Traffic Collisions, Accidents, Analysis, Congestion, Not Image Analysis.
See also Traffic Flow Models and Analysis, Not Image Based.
See also Ramp Controls, Highway Traffic Control.
See also Surveillance of Vehicles and Occupants, Driver Monitoring.
See also Traffic Surveillance, Analysis of Traffic.
See also Traffic, Routing, Evaluation.
See also Localization, RFID Tags.
See also Transportation Mode, Travel Mode, Transport Mode Detection.

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ITS(13), No. 3, September 2012, pp. 1156-1166.
IEEE DOI 1209
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Shlayan, N., Kachroo, P.,
Formal Language Modeling and Simulations of Incident Management,
ITS(13), No. 3, September 2012, pp. 1226-1234.
IEEE DOI 1209
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Chorus, C.G.,
Travel Information: Time to Drop the Labels?,
ITS(13), No. 3, September 2012, pp. 1235-1242.
IEEE DOI 1209
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Jerath, K., Brennan, S.N.,
Analytical Prediction of Self-Organized Traffic Jams as a Function of Increasing ACC Penetration,
ITS(13), No. 4, December 2012, pp. 1782-1791.
IEEE DOI 1212
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Biddlestone, S., Redmill, K., Miucic, R., Ozguner, Ü.,
An Integrated 802.11p WAVE DSRC and Vehicle Traffic Simulator With Experimentally Validated Urban (LOS and NLOS) Propagation Models,
ITS(13), No. 4, December 2012, pp. 1792-1802.
IEEE DOI 1212
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Zhang, Y., Wang, M., Fang, X., Ozguner, U.,
Unifying Analytical Methods With Numerical Methods for Traffic System Modeling and Control,
SMCS(50), No. 6, June 2020, pp. 2068-2082.
IEEE DOI 2005
Trajectory, Numerical models, Computational modeling, Optimization, Roads, Graphics, Kinematics, Bottleneck, fundamental diagram (FD), variable speed limit (VSL) BibRef

Hofleitner, A., Herring, R., Abbeel, P., Bayen, A.,
Learning the Dynamics of Arterial Traffic From Probe Data Using a Dynamic Bayesian Network,
ITS(13), No. 4, December 2012, pp. 1679-1693.
IEEE DOI 1212
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Knoop, V.L., Wilson, R.E., Buisson, C., van Arem, B.,
Number of Lane Changes Determined by Splashover Effects in Loop Detector Counts,
ITS(13), No. 4, December 2012, pp. 1525-1534.
IEEE DOI 1212
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Yang, D., Gordon, T.J., Jacobson, B., Jonasson, M.,
Quasi-Linear Optimal Path Controller Applied to Post Impact Vehicle Dynamics,
ITS(13), No. 4, December 2012, pp. 1586-1598.
IEEE DOI 1212
BibRef

de Ona, J., Gomez, P., Merida-Casermeiro, E.,
Method to detect malfunctioning traffic count stations,
IET-ITS(6), No. 4, 2012, pp. 364-371.
DOI Link 1302
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Mbiydzenyuy, G., Persson, J.A., Davidsson, P., Clemedtson, P.O.,
Method for quantitative valuation of road freight transport telematic services,
IET-ITS(6), No. 4, 2012, pp. 388-396.
DOI Link 1302
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Valero Mora, P.M., Ballestar Tarin, M.L., Tontsch, A., Pareja Montoro, I., Sanchez Garcia, M.,
Effects of manually entering navigator destinations while driving in a simulator,
IET-ITS(6), No. 4, 2012, pp. 397-403.
DOI Link 1302
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Tomas, V.R., Marti, I., Saez, A., Martinez, J.J.,
Agent-based test-bed for road information systems,
IET-ITS(6), No. 4, 2012, pp. 404-412.
DOI Link 1302
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Owojaiye, G., Sun, Y.,
Focal design issues affecting the deployment of wireless sensor networks for intelligent transport systems,
IET-ITS(6), No. 4, 2012, pp. 432.
DOI Link 1302
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Pellegrini, P., Castelli, L., Pesenti, R.,
Metaheuristic algorithms for the simultaneous slot allocation problem,
IET-ITS(6), No. 4, 2012, pp. 453-462.
DOI Link 1302
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Oorni, R., Kulmala, R.,
Model for the safety impacts of road weather information services available to road users and related socio-economic benefits,
IET-ITS(6), No. 4, 2012, pp. 474-481.
DOI Link 1302
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Dunne, S., Ghosh, B.,
Weather Adaptive Traffic Prediction Using Neurowavelet Models,
ITS(14), No. 1, March 2013, pp. 370-379.
IEEE DOI 1303
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Kong, Q.J., Zhao, Q., Wei, C., Liu, Y.,
Efficient Traffic State Estimation for Large-Scale Urban Road Networks,
ITS(14), No. 1, March 2013, pp. 398-407.
IEEE DOI 1303
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Geroliminis, N., Haddad, J., Ramezani, M.,
Optimal Perimeter Control for Two Urban Regions With Macroscopic Fundamental Diagrams: A Model Predictive Approach,
ITS(14), No. 1, March 2013, pp. 348-359.
IEEE DOI 1303
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Xu, C., Wang, W., Liu, P.,
A Genetic Programming Model for Real-Time Crash Prediction on Freeways,
ITS(14), No. 2, 2013, pp. 574-586.
IEEE DOI 1307
Meteorology; Traffic control; traffic safety BibRef

Qu, X.[Xu], Wang, W.[Wei], Wang, W.[Wenfu], Liu, P.[Pan],
Real-time freeway sideswipe crash prediction by support vector machine,
IET-ITS(7), No. 4, December 2013, pp. 445-453.
DOI Link 1402
multilayer perceptrons BibRef

Zhao, G., Wu, C., Qiao, C.,
A Mathematical Model for the Prediction of Speeding with its Validation,
ITS(14), No. 2, 2013, pp. 828-836.
IEEE DOI In-vehicle intelligent system; speeding; speeding prediction 1307
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Zhao, G., Wu, C.,
Mathematical Modeling of Driver Speed Control With Individual Differences,
SMCS(43), No. 5, 2013, pp. 1091-1104.
IEEE DOI 1309
Computational modeling BibRef

Pagano, P., Petracca, M., Alessandrelli, D., Salvadori, C.,
Is ICT mature for an EU-wide intelligent transport system?,
IET-ITS(7), No. 1, 2013, pp. 151-159.
DOI Link 1307
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Zuazola, I.J.G.[I.J. Garcia], Moreno, A., Landaluce, H., Angulo, I., Perallos, A., Hernandez-Jayo, U., Sainz, N., Ziai, M.A., Batchelor, J.C., Elmirghani, J.M.H.,
Telematics system for the intelligent transport and distribution of medicines,
IET-ITS(7), No. 1, 2013, pp. 131-137.
DOI Link 1307
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Chang, T.H., Yu, S.M., Wu, Y.J.,
Dilemma zone avoidance development: an on-board approach,
IET-ITS(7), No. 1, 2013, pp. 87-94.
DOI Link 1307
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Nguyen, V.D.[Vu Duc], Kim, K.H.[Kap Hwan],
Heuristic Algorithms for Constructing Transporter Pools in Container Terminals,
ITS(14), No. 2, 2013, pp. 517-526.
IEEE DOI 1307
sea ports; quay cranes; Job shop scheduling BibRef

Labeye, E.[Elodie], Adrian, J.[Julien], Hugot, M.[Myriam], Regan, M.A.[Michael A.], Brusque, C.[Corinne],
Daily use of an electric vehicle: behavioural changes and potential for its support,
IET-ITS(7), No. 2, 2013, pp. 210-214.
DOI Link 1307
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Tontsch, A.[Anita], Valero-Mora, P.M.[Pedro Miguel], Pareja, I.[Ignacio],
Identifying critical incidents in naturalistic driving data: experiences from a promoting real life observation for gaining understanding of road user behaviour in europe small-scale field trial,
IET-ITS(7), No. 2, 2013, pp. 198-202.
DOI Link 1307
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Balsa-Barreiro, J.[José], Valero-Mora, P.M.[Pedro M.], Montoro, I.P., Sanchez Garcia, M.,
Geo-referencing naturalistic driving data using a novel method based on vehicle speed,
IET-ITS(7), No. 2, 2013, pp. 190-197.
DOI Link 1307
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Balsa-Barreiro, J.[José], Valero-Mora, P.M.[Pedro M.], Berné-Valero, J.L.[José L.], Varela-García, F.A.[Fco-Alberto],
GIS Mapping of Driving Behavior Based on Naturalistic Driving Data,
IJGI(8), No. 5, 2019, pp. xx-yy.
DOI Link 1906
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Zhou, J., Chen, C.L.P., Chen, L., Zhao, W.,
A User-Customizable Urban Traffic Information Collection Method Based on Wireless Sensor Networks,
ITS(14), No. 3, 2013, pp. 1119-1128.
IEEE DOI 1309
Multiattribute decision-making (MADM) BibRef

Ali, S.S.M.[S.S. Mohammed], George, B., Vanajakshi, L.,
An Efficient Multiple-Loop Sensor Configuration Applicable for Undisciplined Traffic,
ITS(14), No. 3, 2013, pp. 1151-1161.
IEEE DOI 1309
Dual loop BibRef

Hafner, M.R., Cunningham, D., Caminiti, L., del Vecchio, D.,
Cooperative Collision Avoidance at Intersections: Algorithms and Experiments,
ITS(14), No. 3, 2013, pp. 1162-1175.
IEEE DOI 1309
Automatic control BibRef

Pan, T.L., Sumalee, A., Zhong, R.X., Indra-Payoong, N.,
Short-Term Traffic State Prediction Based on Temporal-Spatial Correlation,
ITS(14), No. 3, 2013, pp. 1242-1254.
IEEE DOI 1309
Abnormal traffic conditions BibRef

Desai, P., Loke, S.W., Desai, A., Singh, J.,
CARAVAN: Congestion Avoidance and Route Allocation Using Virtual Agent Negotiation,
ITS(14), No. 3, 2013, pp. 1197-1207.
IEEE DOI 1309
Cooperative systems BibRef

Lu, R.X.[Rong-Xing], Lin, X.D.[Xiao-Dong], Shi, Z.G.[Zhi-Guo], Shen, X.M.S.[Xue-Min Sherman],
A Lightweight Conditional Privacy-Preservation Protocol for Vehicular Traffic-Monitoring Systems,
IEEE_Int_Sys(28), No. 3, 2013, pp. 62-65.
IEEE DOI 1309
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Kong, Q.J.[Qing-Jie], Li, L.[Lefei], Yan, B.[Bing], Lin, S.[Shu], Zhu, F.[Fenghua], Xiong, G.[Gang],
Developing Parallel Control and Management for Urban Traffic Systems,
IEEE_Int_Sys(28), No. 3, 2013, pp. 66-69.
IEEE DOI 1309
Intelligent systems BibRef

Zhuang, X., Wu, C.,
Modeling Pedestrian Crossing Paths at Unmarked Roadways,
ITS(14), No. 3, 2013, pp. 1438-1448.
IEEE DOI 1309
Computational modeling BibRef

Comert, G., Bezuglov, A.,
An Online Change-Point-Based Model for Traffic Parameter Prediction,
ITS(14), No. 3, 2013, pp. 1360-1369.
IEEE DOI 1309
Change point models BibRef

Rao, A., Jayanth, G.R., Madhusudan, M.D.,
Design and Evaluation of a Robust Optical Beam-Interruption-Based Vehicle Classifier System,
ITS(14), No. 3, 2013, pp. 1043-1052.
IEEE DOI 1309
Beam-interruption-based measurement BibRef

Boufaied, A.,
A Diagnostic Approach for Advanced Tracking of Commercial Vehicles With Time Window Constraints,
ITS(14), No. 3, 2013, pp. 1470-1479.
IEEE DOI 1309
Delay propagation BibRef

Asmaa, O.[Ouessai], Mokhtar, K.[Keche], Abdelaziz, O.[Ouamri],
Road traffic density estimation using microscopic and macroscopic parameters,
IVC(31), No. 11, 2013, pp. 887-894.
Elsevier DOI 1311
Road traffic density estimation BibRef

Elevant, K.,
Trust-networks for changing driver behaviour during severe weather,
IET-ITS(7), No. 4, December 2013, pp. 415-424.
DOI Link 1402
automated highways BibRef

Vreeswijk, J., Bie, J.[Jing], van Berkum, E., van Arem, B.,
Effective traffic management based on bounded rationality and indifference bands,
IET-ITS(7), No. 3, September 2013, pp. 265-274.
DOI Link 1402
decision making BibRef

Wang, W.[Wei], Liao, S.S., Li, X.[Xin], Ren, J.S.,
The Process of Information Propagation Along a Traffic Stream Through Intervehicle Communication,
ITS(15), No. 1, February 2014, pp. 345-354.
IEEE DOI 1403
intelligent transportation systems BibRef

Li, L.[Li], Wen, D.[Ding], Yao, D.[Danya],
A Survey of Traffic Control With Vehicular Communications,
ITS(15), No. 1, February 2014, pp. 425-432.
IEEE DOI 1403
mobile radio BibRef

Ahn, G.H., Ki, Y.K., Kim, E.J.,
Real-time estimation of travel speed using urban traffic information system and filtering algorithm,
IET-ITS(8), No. 2, March 2014, pp. 145-154.
DOI Link 1406
information filtering BibRef

Ki, Y.K., Choi, J.W., Joun, H.J., Ahn, G.H., Cho, K.C.,
Real-time estimation of travel speed using urban traffic information system and CCTV,
WSSIP17(1-5)
IEEE DOI 1707
Data integration, Detectors, Image processing, Media, Probes, Roads, CCTV, Data fusion, Traffic information, Travel, speed BibRef

Wang, J.[Jian], Liu, Y.H.[Yan-Heng], Deng, K.[Kevin],
Modelling and simulating worm propagation in static and dynamic traffic,
IET-ITS(8), No. 2, March 2014, pp. 155-163.
DOI Link 1406
Monte Carlo methods BibRef

Ribeiro, J.G., Campista, M.E.M., Costa, L.H.M.K.,
COTraMS: A Collaborative and Opportunistic Traffic Monitoring System,
ITS(15), No. 3, June 2014, pp. 949-958.
IEEE DOI 1407
Collaboration BibRef

Kumar, P., Merzouki, R., Conrard, B., Coelen, V., Bouamama, B.O.[B. Ould],
Multilevel Modeling of the Traffic Dynamic,
ITS(15), No. 3, June 2014, pp. 1066-1082.
IEEE DOI 1407
Dynamics BibRef

Ge, Q., Ciuffo, B., Menendez, M.,
An Exploratory Study of Two Efficient Approaches for the Sensitivity Analysis of Computationally Expensive Traffic Simulation Models,
ITS(15), No. 3, June 2014, pp. 1288-1297.
IEEE DOI 1407
Biological system modeling BibRef

Ciuffo, B., Azevedo, C.L.[C. Lima],
A Sensitivity-Analysis-Based Approach for the Calibration of Traffic Simulation Models,
ITS(15), No. 3, June 2014, pp. 1298-1309.
IEEE DOI 1407
Analytical models BibRef

Pereira, F.C., Antoniou, C., Fargas, J.A., Ben-Akiva, M.,
A Metamodel for Estimating Error Bounds in Real-Time Traffic Prediction Systems,
ITS(15), No. 3, June 2014, pp. 1310-1322.
IEEE DOI 1407
Context BibRef

Cantelmo, G., Cipriani, E., Gemma, A., Nigro, M.,
An Adaptive Bi-Level Gradient Procedure for the Estimation of Dynamic Traffic Demand,
ITS(15), No. 3, June 2014, pp. 1348-1361.
IEEE DOI 1407
Approximation algorithms BibRef

Sanchez-Rico, M.T., Garcia-Rodenas, R., Espinosa-Aranda, J.L.,
A Monte Carlo Approach to Simulate the Stochastic Demand in a Continuous Dynamic Traffic Network Loading Problem,
ITS(15), No. 3, June 2014, pp. 1362-1373.
IEEE DOI 1407
Biological system modeling BibRef

Lin, S., de Schutter, B., Hegyi, A., Xi, Y., Hellendoorn, H.,
On a spatiotemporally discrete urban traffic model,
IET-ITS(8), No. 3, May 2014, pp. 219-231.
DOI Link 1407
BibRef

Barimani, N., Kian, A.R., Moshiri, B.,
Real time adaptive non-linear estimator/predictor design for traffic systems with inadequate detectors,
IET-ITS(8), No. 3, May 2014, pp. 308-321.
DOI Link 1407
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Lan, K.C., Chou, C.M., Li, C.Y.,
Effects of driving behaviour on vehicle cluster formation and its application,
IET-ITS(8), No. 5, August 2014, pp. 453-463.
DOI Link 1410
Internet BibRef

Jo, B.W., Yoon, K.W., Lee, Y.S., Choi, J.S.,
Study of intelligent load analysis system using genetic algorithm,
IET-ITS(8), No. 5, August 2014, pp. 464-469.
DOI Link 1410
automated highways BibRef

Ali, S.S.M., George, B., Vanajakshi, L.,
Mutually coupled multiple inductive loop system suitable for heterogeneous traffic,
IET-ITS(8), No. 5, August 2014, pp. 470-478.
DOI Link 1410
automated highways BibRef

Ciuffo, B., Punzo, V., Montanino, M.,
Global sensitivity analysis techniques to simplify the calibration of traffic simulation models. Methodology and application to the IDM car-following model,
IET-ITS(8), No. 5, August 2014, pp. 479-489.
DOI Link 1410
road traffic BibRef

Ros, B.G., Knoop, V.L., van Arem, B., Hoogendoorn, S.P.,
Empirical analysis of the causes of stop-and-go waves at sags,
IET-ITS(8), No. 5, August 2014, pp. 499-506.
DOI Link 1410
data analysis BibRef

Zhu, N.[Ning], Liu, Y.[Yang], Ma, S.F.[Shou-Feng], He, Z.B.[Zheng-Bing],
Mobile Traffic Sensor Routing in Dynamic Transportation Systems,
ITS(15), No. 5, October 2014, pp. 2273-2285.
IEEE DOI 1410
ant colony optimisation BibRef

Huang, W.H.[Wen-Hao], Song, G.J.[Guo-Jie], Hong, H.[Haikun], Xie, K.Q.[Kun-Qing],
Deep Architecture for Traffic Flow Prediction: Deep Belief Networks With Multitask Learning,
ITS(15), No. 5, October 2014, pp. 2191-2201.
IEEE DOI 1410
autoregressive moving average processes BibRef

Alterawi, M., Yousif, S.,
Modeling Shuttle-Lane Roadwork Operated by Temporary Traffic Signals Using Microsimulation,
ITS(15), No. 5, October 2014, pp. 2159-2168.
IEEE DOI 1410
traffic control BibRef

Pascale, A., Nicoli, M., Spagnolini, U.,
Cooperative Bayesian Estimation of Vehicular Traffic in Large-Scale Networks,
ITS(15), No. 5, October 2014, pp. 2074-2088.
IEEE DOI 1410
belief networks BibRef

Yang, S.M.[Shi-Ming], Kalpakis, K., Biem, A.,
Detecting Road Traffic Events by Coupling Multiple Timeseries With a Nonparametric Bayesian Method,
ITS(15), No. 5, October 2014, pp. 1936-1946.
IEEE DOI 1410
Bayes methods BibRef

Xiao, L.[Lin], Lo, H.K.,
Adaptive Vehicle Navigation With En Route Stochastic Traffic Information,
ITS(15), No. 5, October 2014, pp. 1900-1912.
IEEE DOI 1410
dynamic programming BibRef

Chakraborty, S., Chakraborty, S., Nandi, S., Karmakar, S.,
ADCROSS: Adaptive Data Collection from Road Surveilling Sensors,
ITS(15), No. 5, October 2014, pp. 2049-2062.
IEEE DOI 1410
Data collection BibRef

Bhaskar, A., Qu, M., Chung, E.,
Bluetooth Vehicle Trajectory by Fusing Bluetooth and Loops: Motorway Travel Time Statistics,
ITS(16), No. 1, February 2015, pp. 113-122.
IEEE DOI 1502
Bluetooth BibRef

Tenekeci, G., Hansen, N., Wainaina, S., Mohammad, A.,
Integrated traffic management: Benefit analysis of three layered approach,
IET-ITS(8), No. 8, 2014, pp. 665-680.
DOI Link 1502
microprocessor chips BibRef

Xue, W., Wang, L., Wang, D.,
A Prototype Integrated Monitoring System for Pavement and Traffic Based on an Embedded Sensing Network,
ITS(16), No. 3, June 2015, pp. 1380-1390.
IEEE DOI 1506
Monitoring BibRef

Xue, W., Wang, D., Wang, L.,
Monitoring the Speed, Configurations, and Weight of Vehicles Using an In-Situ Wireless Sensing Network,
ITS(16), No. 4, August 2015, pp. 1667-1675.
IEEE DOI 1508
Load modeling BibRef

Li, R.M.[Rui-Min],
Traffic incident duration analysis and prediction models based on the survival analysis approach,
IET-ITS(9), No. 4, 2015, pp. 351-358.
DOI Link 1506
road traffic BibRef

Grant-Muller, S.M., Gal-Tzur, A., Minkov, E., Nocera, S., Kuflik, T., Shoor, I.,
Enhancing transport data collection through social media sources: methods, challenges and opportunities for textual data,
IET-ITS(9), No. 4, 2015, pp. 407-417.
DOI Link 1506
data mining BibRef

Foell, S., Phithakkitnukoon, S., Kortuem, G., Veloso, M., Bento, C.,
Predictability of Public Transport Usage: A Study of Bus Rides in Lisbon, Portugal,
ITS(16), No. 5, October 2015, pp. 2955-2960.
IEEE DOI 1511
public transport BibRef

Griggs, W.M., Ordonez-Hurtado, R.H., Crisostomi, E., Hausler, F., Massow, K., Shorten, R.N.,
A Large-Scale SUMO-Based Emulation Platform,
ITS(16), No. 6, December 2015, pp. 3050-3059.
IEEE DOI 1512
SUMO -- road traffic simulation package. Emulation BibRef

Wang, J., Yan, J., Li, L.,
Microscopic Modeling of a Signalized Traffic Intersection Using Timed Petri Nets,
ITS(17), No. 2, February 2016, pp. 305-312.
IEEE DOI 1602
Delay effects BibRef

Li, L., Wen, D.,
Parallel Systems for Traffic Control: A Rethinking,
ITS(17), No. 4, April 2016, pp. 1179-1182.
IEEE DOI 1604
Computational modeling BibRef

Winter, S.[Stephan], Chen, X.[Xin], Xu, B.[Bo],
Current computational transportation science,
GeoInfo(20), No. 2, April 2016, pp. 151-157.
WWW Link. 1604
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Gao, P.C.[Pei-Chao], Liu, Z.[Zhao], Tian, K.[Kun], Liu, G.[Gang],
Characterizing Traffic Conditions from the Perspective of Spatial-Temporal Heterogeneity,
IJGI(5), No. 3, 2016, pp. 34.
DOI Link 1604
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Bastani, V.[Vahid], Marcenaro, L.[Lucio], Regazzoni, C.S.[Carlo S.],
Online Nonparametric Bayesian Activity Mining and Analysis From Surveillance Video,
IP(25), No. 5, May 2016, pp. 2089-2102.
IEEE DOI 1604
Gaussian processes BibRef

Castaldo, F.[Francesco], Palmieri, F.A.N.[Francesco A.N.], Bastani, V.[Vahid], Marcenaro, L.[Lucio], Regazzoni, C.S.[Carlo S.],
Online Bayesian learning and classification of ship-to-ship interactions for port safety,
AVSS14(319-324)
IEEE DOI 1411
Bayes methods BibRef

Loidl, M.[Martin], Wallentin, G.[Gudrun], Cyganski, R.[Rita], Graser, A.[Anita], Scholz, J.[Johannes], Haslauer, E.[Eva],
GIS and Transport Modeling: Strengthening the Spatial Perspective,
IJGI(5), No. 6, 2016, pp. 84.
DOI Link 1608
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Kolosz, B., Grant-Muller, S.,
Sustainability assessment approaches for intelligent transport systems: the state of the art,
IET-ITS(10), No. 5, 2016, pp. 287-297.
DOI Link 1608
intelligent transportation systems BibRef

Vilarinho, C., Tavares, J.P., Rossetti, R.J.F.,
Design of a Multiagent System for Real-Time Traffic Control,
IEEE_Int_Sys(31), No. 4, July 2016, pp. 68-80.
IEEE DOI 1608
Green products BibRef

Halawa, K., Bazan, M., Ciskowski, P., Janiczek, T., Kozaczewski, P., Rusiecki, A.,
Road traffic predictions across major city intersections using multilayer perceptrons and data from multiple intersections located in various places,
IET-ITS(10), No. 7, 2016, pp. 469-475.
DOI Link 1609
intelligent transportation systems BibRef

Han, Y., Wang, G., Yu, J., Liu, C., Zhang, Z., Zhu, M.,
A Service-Based Approach to Traffic Sensor Data Integration and Analysis to Support Community-Wide Green Commute in China,
ITS(17), No. 9, September 2016, pp. 2648-2657.
IEEE DOI 1609
Algorithm design and analysis BibRef

Shan, Z., Xia, Y., Hou, P., He, J.,
Fusing Incomplete Multisensor Heterogeneous Data to Estimate Urban Traffic,
MultMedMag(23), No. 3, July 2016, pp. 56-63.
IEEE DOI 1609
regression analysis BibRef

Wang, R., Work, D.B., Sowers, R.,
Multiple Model Particle Filter for Traffic Estimation and Incident Detection,
ITS(17), No. 12, December 2016, pp. 3461-3470.
IEEE DOI 1612
Data models BibRef

Osaba, E., Onieva, E., Moreno, A., Lopez-Garcia, P., Perallos, A., Bringas, P.G.,
Decentralised intelligent transport system with distributed intelligence based on classification techniques,
IET-ITS(10), No. 10, 2016, pp. 674-682.
DOI Link 1701
artificial intelligence BibRef

Huang, Y.S., Weng, Y.S., Wu, W., Chen, B.Y.,
Control strategies for solving the problem of traffic congestion,
IET-ITS(10), No. 10, 2016, pp. 642-648.
DOI Link 1701
road traffic control BibRef

Zhao, D., Lam, H., Peng, H., Bao, S., Le Blanc, D.J., Nobukawa, K., Pan, C.S.,
Accelerated Evaluation of Automated Vehicles Safety in Lane-Change Scenarios Based on Importance Sampling Techniques,
ITS(18), No. 3, March 2017, pp. 595-607.
IEEE DOI 1703
Acceleration BibRef

Rousell, A.[Adam], Zipf, A.[Alexander],
Towards a Landmark-Based Pedestrian Navigation Service Using OSM Data,
IJGI(6), No. 3, 2017, pp. xx-yy.
DOI Link 1704
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Goetz, M.[Marcus], Zipf, A.[Alexander],
Open Issues in Bringing 3D to Location Based Services (LBS): A Review Focusing on 3D Data Streaming and 3D Indoor Navigation,
GeoInfo10(xx-yy).
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Chen, X., Peng, L., Zhang, M., Li, W.,
A Public Traffic Demand Forecast Method Based on Computational Experiments,
ITS(18), No. 4, April 2017, pp. 984-995.
IEEE DOI 1704
Computational modeling BibRef

Stevanovic, A.[Aleksandar], Dakic, I.[Igor], Zlatkovic, M.[Milan],
Comparison of adaptive traffic control benefits for recurring and non-recurring traffic conditions,
IET-ITS(11), No. 3, April 2017, pp. 142-151.
DOI Link 1705
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Li, H.[Haijian], Qin, L.Q.[Ling-Qiao], Chang, X.[Xin], Rong, J.[Jian], Ran, B.[Bin], Jia, L.M.[Li-Min],
Sensor layout strategy and sensitivity analysis for macroscopic traffic flow parameter acquisition,
IET-ITS(11), No. 4, May 2017, pp. 212-221.
DOI Link 1705
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Cerotti, D., Distefano, S., Merlino, G., Puliafito, A.,
A Crowd-Cooperative Approach for Intelligent Transportation Systems,
ITS(18), No. 6, June 2017, pp. 1529-1539.
IEEE DOI 1706
Crowdsourcing, Mobile communication, Monitoring, Planning, Real-time systems, Sensors, Vehicles, Markovian agents, Mobile crowdsensing, route planning, stigmergy, traffic engineering, traffic monitoring BibRef

Chen, L.W., Chang, C.C.,
Cooperative Traffic Control With Green Wave Coordination for Multiple Intersections Based on the Internet of Vehicles,
SMCS(47), No. 7, July 2017, pp. 1321-1335.
IEEE DOI 1706
Automobiles, Intelligent vehicles, Internet, Roads, Throughput, Turning, Cooperative traffic control, Internet of Vehicles (IoV), driving efficiency, intelligent transportation system, traffic, management BibRef

Zhu, L.[Lei], Chiu, Y.C.[Yi-Chang], Chen, Y.[Yuche],
Road network abstraction approach for traffic analysis: Framework and numerical analysis,
IET-ITS(11), No. 7, September 2017, pp. 424-430.
DOI Link 1710
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Tengattini, S.[Simone], Bigazzi, A.Y.[Alexander York],
Context-sensitive, first-principles approach to bicycle speed estimation,
IET-ITS(11), No. 7, September 2017, pp. 411-416.
DOI Link 1710
Theoretical analysis of bicycle speed ability for planning and signal design. BibRef

Nguyen, H.[Hoang], Cai, C.[Chen], Chen, F.[Fang],
Automatic classification of traffic incident's severity using machine learning approaches,
IET-ITS(11), No. 10, December 2017, pp. 615-623.
DOI Link 1711
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Wang, D.B.[Dao-Bin], Tian, Z.[Zong], Yang, G.C.[Guang-Chuan], Gholami, A.[Ali],
Comparison of performance between Virtual Controller Interface Device and Controller Interface Device,
IET-ITS(12), No. 1, February 2018, pp. 22-30.
DOI Link 1801
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Wagner-Muns, I.M., Guardiola, I.G., Samaranayke, V.A., Kayani, W.I.,
A Functional Data Analysis Approach to Traffic Volume Forecasting,
ITS(19), No. 3, March 2018, pp. 878-888.
IEEE DOI 1804
Data analysis, Forecasting, Predictive models, Principal component analysis, Solid modeling, functional principal components analysis BibRef

An, K., Chiu, Y.C., Hu, X., Chen, X.,
A Network Partitioning Algorithmic Approach for Macroscopic Fundamental Diagram-Based Hierarchical Traffic Network Management,
ITS(19), No. 4, April 2018, pp. 1130-1139.
IEEE DOI 1804
Algorithm design and analysis, Computational modeling, Partitioning algorithms, Roads, Shape, Network partitioning, region growing BibRef

Zhang, J., Pourazarm, S., Cassandras, C.G., Paschalidis, I.C.,
The Price of Anarchy in Transportation Networks: Data-Driven Evaluation and Reduction Strategies,
PIEEE(106), No. 4, April 2018, pp. 538-553.
IEEE DOI 1804
Cost function, Resource management, Road transportation, Routing, Sensitivity analysis, Smart cities, Transportation, Urban areas, variational inequalities BibRef

Wang, Q., Zheng, J., Xu, H., Xu, B., Chen, R.,
Roadside Magnetic Sensor System for Vehicle Detection in Urban Environments,
ITS(19), No. 5, May 2018, pp. 1365-1374.
IEEE DOI 1805
Cameras, Feature extraction, Magnetic sensors, Roads, Urban areas, Vehicle detection, Wireless sensor networks, wireless sensor network BibRef

Abdelhamid, S., Hassanein, H.S., Takahara, G.,
Reputation-Aware, Trajectory-Based Recruitment of Smart Vehicles for Public Sensing,
ITS(19), No. 5, May 2018, pp. 1387-1400.
IEEE DOI 1805
Benchmark testing, Intelligent sensors, Mobile communication, Pricing, Recruitment, Roads, Public sensing, recruitment, smart vehicles BibRef

Houbraken, M.[Maarten], Logghe, S.[Steven], Audenaert, P.[Pieter], Colle, D.[Didier], Pickavet, M.[Mario],
Examining the potential of floating car data for dynamic traffic management,
IET-ITS(12), No. 5, June 2018, pp. 335-344.
DOI Link 1805
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Learn, S.[Stacy], Ma, J.Q.[Jia-Qi], Raboy, K.[Kelli], Zhou, F.[Fang], Guo, Y.[Yi],
Freeway speed harmonisation experiment using connected and automated vehicles,
IET-ITS(12), No. 5, June 2018, pp. 319-326.
DOI Link 1805
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Zhang, R., Newman, S., Ortolani, M., Silvestri, S.,
A Network Tomography Approach for Traffic Monitoring in Smart Cities,
ITS(19), No. 7, July 2018, pp. 2268-2278.
IEEE DOI 1807
Cameras, Delays, Monitoring, Roads, Smart cities, Tomography, Traffic monitoring, network tomography, smart cities BibRef

Yadav, D.[Deepshikha], Azad, P.[Puneet],
Low-cost triboelectric sensor for speed measurement and weight estimation of vehicles,
IET-ITS(12), No. 8, October 2018, pp. 958-964.
DOI Link 1809
BibRef

Sun, J., Li, T., Yu, M., Zhang, H.M.,
Exploring the Congestion Pattern at Long-Queued Tunnel Sag and Increasing the Efficiency by Control,
ITS(19), No. 12, December 2018, pp. 3765-3774.
IEEE DOI 1812
Electric breakdown, Urban areas, Detectors, Sun, Roads, Layout, Image color analysis, Tunnel sag, capacity, traffic flow, field experiment BibRef

Abdelghany, K., Hashemi, H., Khodayar, M.E.,
A Decision Support System for Proactive-Robust Traffic Network Management,
ITS(20), No. 1, January 2019, pp. 297-312.
IEEE DOI 1901
Robustness, Uncertainty, Optimization, Real-time systems, Decision support systems, Heuristic algorithms, real-time simulation BibRef

Koylu, C.[Caglar], Zhao, C.[Chang], Shao, W.[Wei],
Deep Neural Networks and Kernel Density Estimation for Detecting Human Activity Patterns from Geo-Tagged Images: A Case Study of Birdwatching on Flickr,
IJGI(8), No. 1, 2019, pp. xx-yy.
DOI Link 1901
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Rodrigues, F., Henrickson, K., Pereira, F.C.,
Multi-Output Gaussian Processes for Crowdsourced Traffic Data Imputation,
ITS(20), No. 2, February 2019, pp. 594-603.
IEEE DOI 1902
Gaussian processes, Data models, Uncertainty, Probes, Bayes methods, Roads, Predictive models, Traffic data, imputation, missing data, crowdsourced data BibRef

de Almeida, T.T., Nacif, J.A.M., Bhering, F.P., Júnior, J.G.R.,
DOCTraMS: A Decentralized and Offline Community-Based Traffic Monitoring System,
ITS(20), No. 3, March 2019, pp. 1160-1169.
IEEE DOI 1903
Roads, Global Positioning System, Monitoring, Synchronization, IEEE 802.11 Standard, Clocks, Vehicular ad hoc networks, wireless communication BibRef

Sayin, M.O., Lin, C., Shiraishi, S., Shen, J., Basar, T.,
Information-Driven Autonomous Intersection Control via Incentive Compatible Mechanisms,
ITS(20), No. 3, March 2019, pp. 912-924.
IEEE DOI 1903
Vehicles, Safety, Cost accounting, Real-time systems, Delays, Decision-making, intelligent systems, mechanism design, auctions BibRef

Tettamanti, T.[Tamás], Török, Á.[Árpád], Varga, I.[István],
Dynamic road pricing for optimal traffic flow management by using non-linear model predictive control,
IET-ITS(13), No. 7, July 2019, pp. 1139-1147.
DOI Link 1906
BibRef

Cai, P., Wang, Y., Lu, G.,
Tunable and Transferable RBF Model for Short-Term Traffic Forecasting,
ITS(20), No. 11, November 2019, pp. 4134-4144.
IEEE DOI 1911
Roads, Forecasting, Predictive models, Correlation, Spatiotemporal phenomena, Adaptation models, transfer forecasting BibRef

Wang, S., Ahmed, N.U., Yeap, T.H.,
Optimum Management of Urban Traffic Flow Based on a Stochastic Dynamic Model,
ITS(20), No. 12, December 2019, pp. 4377-4389.
IEEE DOI 2001
Vehicle dynamics, Roads, Stochastic processes, Optimization, Delays, Dynamic programming, Urban areas, Urban traffic control, optimization BibRef

Nallaperuma, D., Nawaratne, R., Bandaragoda, T., Adikari, A., Nguyen, S., Kempitiya, T., de Silva, D., Alahakoon, D., Pothuhera, D.,
Online Incremental Machine Learning Platform for Big Data-Driven Smart Traffic Management,
ITS(20), No. 12, December 2019, pp. 4679-4690.
IEEE DOI 2001
Social networking (online), Roads, Real-time systems, Clustering algorithms, Big Data, Machine learning algorithms, social media analytics BibRef

Guo, L.[Lulu], Wu, Q.Q.[Qian-Qiong], Liu, S.L.[Sheng-Li], Duan, M.[Ming], Li, H.J.[Hui-Jie], Sun, J.W.[Jian-Wen],
Deep learning-based real-time VPN encrypted traffic identification methods,
RealTimeIP(17), No. 1, February 2020, pp. 103-114.
Springer DOI 2002
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Tonguz, O.K., Zhang, R.,
Harnessing Vehicular Broadcast Communications: DSRC-Actuated Traffic Control,
ITS(21), No. 2, February 2020, pp. 509-520.
IEEE DOI 2002
Reducing average commute time, improving traffic flows, communications-based traffic control, transition scheme to Virtual Traffic Lights BibRef

Qurashi, M.[Moeid], Ma, T.[Tao], Chaniotakis, E.[Emmanouil], Antoniou, C.[Constantinos],
PC-SPSA: Employing Dimensionality Reduction to Limit SPSA Search Noise in DTA Model Calibration,
ITS(21), No. 4, April 2020, pp. 1635-1645.
IEEE DOI 2004
Calibration, Principal component analysis, Perturbation methods, Stochastic processes, Complexity theory, Optimization, simultaneous perturbation stochastic approximation (SPSA) BibRef

Ampountolas, K., dos Santos, J.A., Carlson, R.C.,
Motorway Tidal Flow Lane Control,
ITS(21), No. 4, April 2020, pp. 1687-1696.
IEEE DOI 2004
Switches, Bidirectional control, Real-time systems, Roads, Kinematics, Throughput, Tidal flow lane control, reversible lanes, fundamental diagram of traffic BibRef

Tempelmeier, N.[Nicolas], Dietze, S.[Stefan], Demidova, E.[Elena],
Crosstown traffic: supervised prediction of impact of planned special events on urban traffic,
GeoInfo(24), No. 2, April 2020, pp. 339-370.
WWW Link. 2005
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Meicler, A.[Antoine], Sanogo, A.[Assan], Shvai, N.[Nadiya], Llanza, A.[Arcadi], Hasnat, A.[Abul], Khata, M.[Marouan], Younes, E.D.[Ed-Doughmi], Khalil, A.[Alami], Lachachi, Y.[Yazid], Nakib, A.[Amir],
Real Time Automatic Urban Traffic Management Framework Based on Convolutional Neural Network Under Limited Resources Constraint,
ICIAR20(I:95-106).
Springer DOI 2007
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Lei, T.[Ting], Hou, Z.S.[Zhong-Sheng], Ren, Y.[Ye],
Data-Driven Model Free Adaptive Perimeter Control for Multi-Region Urban Traffic Networks With Route Choice,
ITS(21), No. 7, July 2020, pp. 2894-2905.
IEEE DOI 2007
Adaptation models, Nickel, Roads, Data models, MIMO communication, Couplings, Estimation, Macroscopic fundamental diagram (MFD), real-time perimeter control BibRef

Hou, Z.S.[Zhong-Sheng], Lei, T.[Ting],
Constrained Model Free Adaptive Predictive Perimeter Control and Route Guidance for Multi-Region Urban Traffic Systems,
ITS(23), No. 2, February 2022, pp. 912-924.
IEEE DOI 2202
Adaptation models, Roads, Data models, Predictive models, Urban areas, Load modeling, Computational modeling, route guidance BibRef

Li, D.[Dai], Hou, Z.S.[Zhong-Sheng],
Perimeter Control of Urban Traffic Networks Based on Model-Free Adaptive Control,
ITS(22), No. 10, October 2021, pp. 6460-6472.
IEEE DOI 2110
Mathematical model, Control systems, Adaptation models, Data models, Adaptive control, Vehicle dynamics, Nickel, hierarchical control BibRef

Wan, Y., Cao, J., Huang, W., Guo, J., Wei, Y.,
Perimeter Control of Multiregion Urban Traffic Networks With Time-Varying Delays,
SMCS(50), No. 8, August 2020, pp. 2795-2803.
IEEE DOI 2007
Delays, Adaptation models, Mathematical model, Uncertainty, Adaptive control, Vehicle dynamics, Time-varying systems, state delay BibRef

Ji, B., Yuan, X., Yuan, Y., Lei, X., Iu, H.H.C.,
An Adaptive Large Neighborhood Search for Solving Generalized Lock Scheduling Problem: Comparative Study With Exact Methods,
ITS(21), No. 8, August 2020, pp. 3344-3356.
IEEE DOI 2008
Marine vehicles, Optimization, Search problems, Processor scheduling, Hydroelectric power generation, adaptive large neighborhood search (ALNS) BibRef

Wang, X.R.[Xing-Rong], Wu, J.J.[Jian-Jun], Yang, X.[Xin], Guo, X.[Xin], Yin, H.D.[Hao-Dong], Sun, H.J.[Hui-Jun],
Multistation coordinated and dynamic passenger inflow control for a metro line,
IET-ITS(14), No. 9, September 2020, pp. 1068-1078.
DOI Link 2008
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di Febbraro, A.[Angela], Gallo, F.[Federico], Giglio, D.[Davide], Sacco, N.[Nicola],
Traffic management system for smart road networks reserved for self-driving cars,
IET-ITS(14), No. 9, September 2020, pp. 1013-1024.
DOI Link 2008
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Zhu, F., Lv, Y., Chen, Y., Wang, X., Xiong, G., Wang, F.Y.,
Parallel Transportation Systems: Toward IoT-Enabled Smart Urban Traffic Control and Management,
ITS(21), No. 10, October 2020, pp. 4063-4071.
IEEE DOI 2010
Transportation, Social networking (online), Intelligent sensors, Complex systems, Real-time systems, parallel execution BibRef

Younes, M.B.[Maram Bani], Boukerche, A.[Azzedine],
Traffic Efficiency Applications over Downtown Roads: A New Challenge for Intelligent Connected Vehicles,
Surveys(53), No. 5, September 2020, pp. xx-yy.
DOI Link 2010
driving assistance, traffic efficiency, intelligent traffic lights, Vehicular ad hoc networks, path recommendations BibRef

Xu, H., Zhang, Y., Li, L., Li, W.,
Cooperative Driving at Unsignalized Intersections Using Tree Search,
ITS(21), No. 11, November 2020, pp. 4563-4571.
IEEE DOI 2011
Delays, Planning, Search problems, Intelligent transportation systems, Testing, Monte Carlo tree search (MCTS) BibRef

Rosenfeld, A.[Ariel], Maksimov, O.[Oleg], Kraus, S.[Sarit],
When security games hit traffic: A deployed optimal traffic enforcement system,
AI(289), 2020, pp. 103381.
Elsevier DOI 2011
Security, Traffic enforcement, Deployed system BibRef

Phan, T.T.[Tung Thanh], Ngoduy, D.[Dong], Le, L.B.[Long Bao],
Space Distribution Method for Autonomous Vehicles at a Signalized Multi-Lane Intersection,
ITS(21), No. 12, December 2020, pp. 5283-5294.
IEEE DOI 2012
Trajectory, Throughput, Integrated circuits, Safety, Automobiles, Acceleration, Autonomous vehicles, Autonomous vehicles (AVs), throughput BibRef

Phan, T.T.[Tung Thanh], Le, L.B.[Long Bao], Ngoduy, D.[Dong],
A Cooperative Space Distribution Method for Autonomous Vehicles at A Lane-Drop Bottleneck on Multi-Lane Freeways,
ITS(23), No. 4, April 2022, pp. 3710-3723.
IEEE DOI 2204
Traffic control, Trajectory, Acceleration, Safety, Merging, Throughput, Vehicle dynamics, Autonomous vehicles (AVs), platoon, flow rate, throughput BibRef

Cheng, H.[Hao], Zourlidou, S.[Stefania], Sester, M.[Monika],
Traffic Control Recognition with Speed-Profiles: A Deep Learning Approach,
IJGI(9), No. 11, 2020, pp. xx-yy.
DOI Link 2012
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Mocholí Belenguer, F., Martínez-Millana, A., Mocholí Salcedo, A., Arroyo Núńez, J.H.,
Vehicle Identification by Means of Radio-Frequency-Identification Cards and Magnetic Loops,
ITS(21), No. 12, December 2020, pp. 5051-5059.
IEEE DOI 2012
Radiofrequency identification, Roads, Urban areas, Magnetic separation, Magnetic sensors, Communications, vehicle BibRef

Sayin, M.O., Lin, C.W., Kang, E., Shiraishi, S., Basar, T.,
Reliable Smart Road Signs,
ITS(21), No. 12, December 2020, pp. 4995-5009.
IEEE DOI 2012
Roads, Perturbation methods, Games, Autonomous vehicles, Reliability, Detectors, Game theory, autonomous driving, certifiable machine learning BibRef

Jin, J., Guo, H., Xu, J., Wang, X., Wang, F.Y.,
An End-to-End Recommendation System for Urban Traffic Controls and Management Under a Parallel Learning Framework,
ITS(22), No. 3, March 2021, pp. 1616-1626.
IEEE DOI 2103
Control systems, Urban areas, Timing, Adaptive systems, Real-time systems, Recurrent neural networks, Process control, deep neural networks BibRef

Zhao, J., Ma, W.,
An Alternative Design for the Intersections With Limited Traffic Lanes and Queuing Space,
ITS(22), No. 3, March 2021, pp. 1473-1483.
IEEE DOI 2103
Legged locomotion, Roads, Timing, Optimization, Aerospace electronics, Resource management, Numerical models, limited space BibRef

Lu, X., Zhang, N., Tian, C., Yu, B., Duan, Z.,
A Knowledge-Based Temporal Planning Approach for Urban Traffic Control,
ITS(22), No. 3, March 2021, pp. 1907-1918.
IEEE DOI 2103
Planning, Task analysis, Roads, Computational modeling, Knowledge based systems, Junctions, Buildings, control knowledge BibRef

Autili, M., Chen, L., Englund, C., Pompilio, C., Tivoli, M.,
Cooperative Intelligent Transport Systems: Choreography-Based Urban Traffic Coordination,
ITS(22), No. 4, April 2021, pp. 2088-2099.
IEEE DOI 2104
Roads, Technological innovation, Collaboration, Standards, Vehicles, System of systems, Real-time systems, Service choreographies, system of systems BibRef

Yang, J.C.[Jia-Chen], Zhang, J.P.[Ji-Peng], Wang, H.H.[Hui-Hui],
Urban Traffic Control in Software Defined Internet of Things via a Multi-Agent Deep Reinforcement Learning Approach,
ITS(22), No. 6, June 2021, pp. 3742-3754.
IEEE DOI 2106
Machine learning, Feature extraction, Switches, Software, Internet of Things, Protocols, Urban traffic control, modified proximal policy optimization BibRef

Ge, Q.[Qiang], Sun, Q.[Qi], Wang, Z.[Zhen], Li, S.E.[Shengbo Eben], Gu, Z.Q.[Zi-Qing], Zheng, S.[Sifa], Liao, L.[Lyuchao],
Real-time coordination of connected vehicles at intersections using graphical mixed integer optimization,
IET-ITS(15), No. 6, 2021, pp. 795-807.
DOI Link 2106
BibRef

Guillen-Perez, A.[Antonio], Cano, M.D.[Maria-Dolores],
Intelligent IoT systems for traffic management: A practical application,
IET-ITS(15), No. 2, 2021, pp. 273-285.
DOI Link 2106
BibRef

Liu, Y.X.[Yan-Xiao], Yang, C.N.[Ching-Nung], Sun, Q.D.[Qin-Dong],
Thresholds Based Image Extraction Schemes in Big Data Environment in Intelligent Traffic Management,
ITS(22), No. 7, July 2021, pp. 3952-3960.
IEEE DOI 2107
Data mining, Image reconstruction, Industries, Image segmentation, Privacy, Feature extraction, Intelligent transportation systems, big data BibRef

Ning, Z.[Zhaolong], Zhang, K.Y.[Kai-Yuan], Wang, X.J.[Xiao-Jie], Obaidat, M.S.[Mohammad S.], Guo, L.[Lei], Hu, X.[Xiping], Hu, B.[Bin], Guo, Y.[Yi], Sadoun, B.[Balqies], Kwok, R.Y.K.[Ricky Y. K.],
Joint Computing and Caching in 5G-Envisioned Internet of Vehicles: A Deep Reinforcement Learning-Based Traffic Control System,
ITS(22), No. 8, August 2021, pp. 5201-5212.
IEEE DOI 2108
Resource management, Task analysis, Quality of experience, Servers, Edge computing, Optimization, Control systems, content caching BibRef

Wang, Y.X.[Yue-Xian], Obaidat, M.S.[Mohammad S.], Yin, Y.[Yongtai], Wang, L.[Ling], Rodrigues, J.J.P.C.[Joel J. P. C.], Sadoun, B.[Balqies],
Robust Sparse Direct Localization of Smart Vehicle With Partly Calibrated Time Modulated Arrays,
ITS(24), No. 11, November 2023, pp. 12582-12596.
IEEE DOI 2311
BibRef

Dinh, T.Q.[Truong Quang], Senatore, A.[Adolfo], Birrell, S.[Stewart], Ioannou, P.A.[Petros A.], Marco, J.[James], Iwasaki, M.[Makoto],
Editorial Mechatronics as an Enabler for Intelligent Transportation Systems,
ITS(22), No. 9, September 2021, pp. 5817-5818.
IEEE DOI 2109
BibRef

Zhang, Z.[Zhao], Liu, F.[Feng], Wolshon, B.[Brian], Sheng, Y.[Yu],
Virtual Traffic Signals: Safe, Rapid, Efficient and Autonomous Driving Without Traffic Control,
ITS(22), No. 11, November 2021, pp. 6954-6966.
IEEE DOI 2112
Trajectory, Real-time systems, Optimization, Delays, Green products, Autonomous vehicles, Virtual traffic signal, real-time BibRef

Sarma, S.S.[Sayan Sen], Sinha, K.[Koushik], Subrpa, C.[Chayanon], Chakraborty, G.[Goutam], Sinha, B.P.[Bhabani P.],
Optimal Distribution of Traffic in Manhattan Road Networks for Minimizing Routing-Time,
ITS(22), No. 11, November 2021, pp. 6799-6820.
IEEE DOI 2112
Roads, Heuristic algorithms, Vehicle dynamics, Analytical models, Delays, Planning, Transportation network, Manhattan grid network, shortest path routing BibRef

Chanfreut, P.[Paula], Maestre, J.M.[José María], Camacho, E.F.[Eduardo F.],
Coalitional Model Predictive Control on Freeways Traffic Networks,
ITS(22), No. 11, November 2021, pp. 6772-6783.
IEEE DOI 2112
Mathematical model, Traffic control, Roads, Predictive control, Predictive models, Vehicle dynamics, traffic systems BibRef

Haydari, A.[Ammar], Yilmaz, Y.[Yasin],
Deep Reinforcement Learning for Intelligent Transportation Systems: A Survey,
ITS(23), No. 1, January 2022, pp. 11-32.
IEEE DOI 2201
Machine learning, Autonomous vehicles, Control systems, Markov processes, Deep reinforcement learning, multi-agent systems BibRef

Todorovic, U.[Uglješa], Frejo, J.R.D.[José Ramón D.], de Schutter, B.[Bart],
Distributed MPC for Large Freeway Networks Using Alternating Optimization,
ITS(23), No. 3, March 2022, pp. 1875-1884.
IEEE DOI 2203
Optimization, Traffic control, Predictive models, Computational modeling, variable speed limits BibRef

Zhang, P.[Peng], Yue, H.[Hao], Shao, C.[Chunfu], Zhang, X.[Xu], Ran, B.[Bin],
Modelling the road network capacity considering residual queues and connected automated vehicles,
IET-ITS(16), No. 4, 2022, pp. 543-570.
DOI Link 2203
BibRef

Ribeiro, M.V.L.[Matheus Vieira Lessa], Samatelo, J.L.A.[Jorge Leonid Aching], Bazzan, A.L.C.[Ana Lucia Cetertich],
A New Microscopic Approach to Traffic Flow Classification Using a Convolutional Neural Network Object Detector and a Multi-Tracker Algorithm,
ITS(23), No. 4, April 2022, pp. 3797-3801.
IEEE DOI 2204
Feature extraction, Monitoring, Microscopy, Task analysis, Proposals, Detectors, Support vector machines, Traffic flow classification, random forest BibRef

Chen, S.[Shukai], Wang, H.[Hua], Meng, Q.[Qiang],
An Optimal Dynamic Lane Reversal and Traffic Control Strategy for Autonomous Vehicles,
ITS(23), No. 4, April 2022, pp. 3804-3815.
IEEE DOI 2204
Vehicle dynamics, Roads, Computational modeling, Optimal control, Autonomous vehicles, Optimization, Numerical models BibRef

Wang, S.[Shian], Stern, R.[Raphael], Levin, M.W.[Michael W.],
Optimal Control of Autonomous Vehicles for Traffic Smoothing,
ITS(23), No. 4, April 2022, pp. 3842-3852.
IEEE DOI 2204
Vehicle dynamics, Mathematical model, Smoothing methods, Optimal control, Numerical models, Computational modeling, optimization BibRef

Lu, H.[Hao], Zhu, Y.F.[Yi-Fan], Lin, Q.[Qika], Wang, T.[Tan], Niu, Z.D.[Zhen-Dong], Herrera-Viedma, E.[Enrique],
Heterogeneous Knowledge Learning of Predictive Academic Intelligence in Transportation,
ITS(23), No. 4, April 2022, pp. 3737-3755.
IEEE DOI 2204
Transportation, Predictive models, Bibliometrics, Social networking (online), Feature extraction, social transportation BibRef

Ye, J.X.[Jie-Xia], Zhao, J.J.[Juan-Juan], Ye, K.J.[Ke-Jiang], Xu, C.Z.[Cheng-Zhong],
How to Build a Graph-Based Deep Learning Architecture in Traffic Domain: A Survey,
ITS(23), No. 5, May 2022, pp. 3904-3924.
IEEE DOI 2205
Deep learning, Task analysis, Urban areas, Roads, Accidents, Public transportation, ITS BibRef

Cui, H.F.[Hai-Fu], Wu, L.[Liang], He, Z.M.[Zhen-Ming],
Optimization Framework for Spatiotemporal Analysis Units Based on Floating Car Data,
RS(14), No. 10, 2022, pp. xx-yy.
DOI Link 2206
BibRef

Li, X.S.[Xiao-Shuang], Ye, P.J.[Pei-Jun], Jin, J.C.[Jun-Chen], Zhu, F.H.[Feng-Hua], Wang, F.Y.[Fei-Yue],
Data Augmented Deep Behavioral Cloning for Urban Traffic Control Operations Under a Parallel Learning Framework,
ITS(23), No. 6, June 2022, pp. 5128-5137.
IEEE DOI 2206
Generative adversarial networks, Cloning, Data models, Task analysis, Complex systems, Knowledge engineering, generative adversarial networks BibRef

Mao, T.[Tuo], Mihaita, A.S.[Adriana-Simona], Chen, F.[Fang], Vu, H.L.[Hai L.],
Boosted Genetic Algorithm Using Machine Learning for Traffic Control Optimization,
ITS(23), No. 7, July 2022, pp. 7112-7141.
IEEE DOI 2207
Optimization, Computational modeling, Genetic algorithms, Machine learning, Predictive models, Machine learning algorithms, machine learning BibRef

Liu, H.[Hao], Claudel, C.G.[Christian G.], Machemehl, R.[Randy], Perrine, K.A.[Kenneth A.],
A Robust Traffic Control Model Considering Uncertainties in Turning Ratios,
ITS(23), No. 7, July 2022, pp. 6539-6555.
IEEE DOI 2207
Uncertainty, Turning, Robust control, Traffic control, Boundary conditions, Delays, Mathematical model, Traffic control, ~second order cone program BibRef

Liu, H.[Hao], Claudel, C.[Christian], Machemehl, R.[Randy],
Robust Traffic Control Using a First Order Macroscopic Traffic Flow Model,
ITS(23), No. 7, July 2022, pp. 8048-8062.
IEEE DOI 2207
Uncertainty, Mathematical model, Stochastic processes, Roads, Traffic control, Programming, Boundary conditions, Traffic control, optimal control BibRef

Du, S.M.[Shu-Ming], Razavi, S.[Saiedeh],
Fault-Tolerant Control of Variable Speed Limits for Freeway Work Zone With Recurrent Sensor Faults,
ITS(23), No. 8, August 2022, pp. 10815-10826.
IEEE DOI 2208
Traffic control, Adaptation models, Robot sensing systems, Reliability, State estimation, Fault tolerant systems, work zone BibRef

Goulet, N.[Nathan], Ayalew, B.[Beshah],
Distributed Maneuver Planning With Connected and Automated Vehicles for Boosting Traffic Efficiency,
ITS(23), No. 8, August 2022, pp. 10887-10901.
IEEE DOI 2208
Planning, Fuels, Heuristic algorithms, Vehicle dynamics, Prediction algorithms, Throughput, Roads, Maneuver planning, traffic energy efficiency BibRef

Song, Y.Z.[Yong-Ze], Wu, P.[Peng], Li, Q.[Qindong], Liu, Y.C.[Yu-Chen], Karunaratne, L.[Lalinda],
Hybrid Nonlinear and Machine Learning Methods for Analyzing Factors Influencing the Performance of Large-Scale Transport Infrastructure,
ITS(23), No. 8, August 2022, pp. 12287-12300.
IEEE DOI 2208
Roads, Maintenance engineering, Rough surfaces, Australia, Surface roughness, Meteorology, Seals, Road infrastructure, sustainable infrastructure development BibRef

Fu, H.[Hui], Chen, S.F.[Sai-Fei], Chen, K.Y.[Kai-Yu], Kouvelas, A.[Anastasios], Geroliminis, N.[Nikolaos],
Perimeter Control and Route Guidance of Multi-Region MFD Systems With Boundary Queues Using Colored Petri Nets,
ITS(23), No. 8, August 2022, pp. 12977-12999.
IEEE DOI 2208
Access control to urban center. Petri nets, Mathematical models, Delays, Vehicle dynamics, Microscopy, Logic gates, Adaptation models, Traffic dynamics, route guidance BibRef

Nugroho, S.A.[Sebastian A.], Vishnoi, S.C.[Suyash C.], Taha, A.F.[Ahmad F.], Claudel, C.G.[Christian G.], Banerjee, T.[Taposh],
Where Should Traffic Sensors Be Placed on Highways?,
ITS(23), No. 8, August 2022, pp. 13026-13039.
IEEE DOI 2208
Observability, Sensors, Road transportation, Sensor placement, Sensor systems, Analytical models, Estimation, convex integer programming BibRef

Sure, P.[Pallaviram], Srinivasan, C.P.[Chithra Priya], Babu, C.N.[C. Narendra],
Spatio-Temporal Constraint-Based Low Rank Matrix Completion Approaches for Road Traffic Networks,
ITS(23), No. 8, August 2022, pp. 13452-13462.
IEEE DOI 2208
Roads, Matrix decomposition, Optimization, Probes, Sensors, Iterative methods, Correlation, traffic sensing BibRef

Mao, P.P.[Pei-Pei], Ji, X.K.[Xin-Kai], Qu, X.[Xu], Li, L.H.[Lin-Heng], Ran, B.[Bin],
A Variable Speed Limit Control Based on Variable Cell Transmission Model in the Connecting Traffic Environment,
ITS(23), No. 10, October 2022, pp. 17632-17643.
IEEE DOI 2210
Adaptation models, Real-time systems, Predictive models, Microscopy, Genetic algorithms, Safety, Shock waves, genetic algorithm BibRef

Mehrabipour, M.[Mehrzad], Hajbabaie, A.[Ali],
A Distributed Gradient Approach for System Optimal Dynamic Traffic Assignment,
ITS(23), No. 10, October 2022, pp. 17410-17424.
IEEE DOI 2210
Computational modeling, Computational complexity, Linear programming, Load modeling, Transportation, Loading, decomposition BibRef

Jin, J.C.[Jun-Chen], Rong, D.D.[Ding-Ding], Pang, Y.Q.[Yu-Qi], Ye, P.J.[Pei-Jun], Ji, Q.Y.[Qing-Yuan], Wang, X.[Xiao], Wang, G.[Ge], Wang, F.Y.[Fei-Yue],
An Agent-Based Traffic Recommendation System: Revisiting and Revising Urban Traffic Management Strategies,
SMCS(52), No. 11, November 2022, pp. 7289-7301.
IEEE DOI 2210
Switches, Control systems, Timing, Task analysis, Behavioral sciences, Analytical models, Research and development, traffic management strategies BibRef

Wu, P.[Peng], Wang, P.[Peng], Chi, H.L.[Hung-Lin], Zhong, Y.[Yun], Song, Y.Z.[Yong-Ze],
Exploring Factors Affecting Transport Infrastructure Performance: Data-Driven Versus Knowledge-Driven Approaches,
ITS(23), No. 12, December 2022, pp. 24714-24726.
IEEE DOI 2212
Roads, Australia, Maintenance engineering, Urban areas, Transportation, Spatial databases, Interviews, analytic hierarchy process BibRef

Wang, Z.C.[Zheng-Chun], Xing, L.[Li], Xiong, Z.[Zhi], Ding, Y.M.[Yi-Ming], Sun, Y.S.[Yin-Shou], Shi, C.F.[Chen-Fa],
An Improved Pedestrian Navigation Method Based on the Combination of Indoor Map Assistance and Adaptive Particle Filter,
RS(14), No. 24, 2022, pp. xx-yy.
DOI Link 2212
BibRef

Ma, Q.L.[Qing-Lu], Lu, J.P.[Jia-Ping], Zhang, S.[Shu], Yuan, X.X.[Xin-Xin], Ullah, S.[Saleem],
Self-organizing traffic control using carrying capacity modelling in adjacent weaving sections,
IET-ITS(17), No. 2, 2023, pp. 327-340.
DOI Link 2302
BibRef

Fu, H.[Hui], Zhao, T.[Tuo], Chen, Y.H.[Yang-Hang], Yao, Y.P.[Yi-Peng], Leng, J.[Jiewu],
Framework and operation of digital twin smart freeway,
IET-ITS(17), No. 3, 2023, pp. 616-629.
DOI Link 2303
digital twin, MFD, ramp metering, smart freeway, traffic control BibRef

Zhang, H.[Hui], Luo, G.Y.[Gui-Yang], Li, Y.D.[Yi-Dong], Wang, F.Y.[Fei-Yue],
Parallel Vision for Intelligent Transportation Systems in Metaverse: Challenges, Solutions, and Potential Applications,
SMCS(53), No. 6, June 2023, pp. 3400-3413.
IEEE DOI 2305
Transportation, Metaverse, Computational modeling, Solid modeling, Roads, Optimization, parallel vision BibRef

Sun, Y.L.[Yan-Li], Wang, H.[Hua], Quan, W.[Wei], Ma, X.L.[Xiao-Long], Tao, Z.M.[Zhi-Min], Elhajj, M.[Mireille], Ochieng, W.Y.[Washington Yotto],
Smart Road Stud-Empowered Vehicle Magnetic Field Distribution and Vehicle Detection,
ITS(24), No. 7, July 2023, pp. 7357-7362.
IEEE DOI 2307
Roads, Perpendicular magnetic anisotropy, Magnetic field measurement, Detectors, Sensors, Magnetic moments, vehicle magnetic field distribution BibRef

Sun, J.C.[Jing-Chun], Deng, F.[Fei], Fu, H.R.[Hao-Ran], Xu, Y.F.[Yin-Feng],
An Evolutionary Game of Perception-Based Stochastic User-Equilibrium in a Parallel Network,
ITS(24), No. 7, July 2023, pp. 7766-7779.
IEEE DOI 2307
Stochastic processes, Stability analysis, Roads, Predictive models, Analytical models, Sun, Process control, 6G, user equilibrium, route choice BibRef

Tajdari, F.[Farzam], Roncoli, C.[Claudio],
Online Set-Point Estimation for Feedback-Based Traffic Control Applications,
ITS(24), No. 10, October 2023, pp. 10830-10842.
IEEE DOI 2310
BibRef

Li, Y.[Ye], Pan, B.[Bin], Chen, Z.B.[Zhi-Bin], Xing, L.[Lu],
Developing a Dynamic Speed Control System for Mixed Traffic Flow to Reduce Collision Risks Near Freeway Bottlenecks,
ITS(24), No. 11, November 2023, pp. 12560-12581.
IEEE DOI 2311
BibRef

Li, X.[Xing], Hu, Z.L.[Zhen-Long], Shen, Y.J.[Ya-Jing], Hao, L.[Lina], Shang, W.F.[Wan-Feng],
Distributed Intelligent Traffic Data Processing and Analysis Based on Improved Longhorn Whisker Algorithm,
ITS(24), No. 11, November 2023, pp. 13321-13329.
IEEE DOI 2311
BibRef

Li, X.[Xing], Zhang, H.T.[Hao-Tian], Shen, Y.J.[Ya-Jing], Hao, L.[Lina], Shang, W.F.[Wan-Feng],
Intelligent Traffic Data Transmission and Sharing Based on Optimal Gradient Adaptive Optimization Algorithm,
ITS(24), No. 11, November 2023, pp. 13330-13340.
IEEE DOI 2311
BibRef
And: Corrections; ITS(25), No. 3, March 2024, pp. 3202-3204.
IEEE DOI 2405
Adaptive systems, Data communication, Optimization, Intelligent transportation systems BibRef

Wen, S.X.[Shi-Xi], Guo, G.[Ge],
Control of Connected Vehicles in Road Network via Traffic Flow Information Feedback,
ITS(24), No. 12, December 2023, pp. 14267-14280.
IEEE DOI 2312
BibRef

Adam, A.B.M.[Abuzar B. M.], Muthanna, M.S.A.[Mohammed Saleh Ali], Muthanna, A.[Ammar], Nguyen, T.N.[Tu N.], El-Latif, A.A.A.[Ahmed A. Abd],
Toward Smart Traffic Management with 3D Placement Optimization in UAV-Assisted NOMA IIoT Networks,
ITS(24), No. 12, December 2023, pp. 15448-15458.
IEEE DOI 2312
BibRef

Hua, C.Y.[Cheng-Ying], Fan, W.(.[Wei (David)],
Dynamic speed harmonization for mixed traffic flow on the freeway using deep reinforcement learning,
IET-ITS(17), No. 12, 2023, pp. 2519-2530.
DOI Link 2312
automated driving and intelligent vehicles, learning (artificial intelligence), unsupervised learning, vehicles BibRef

Li, Q.[Qin], Yang, X.[Xuan], Wang, Y.[Yong], Wu, Y.[Yuankai], He, D.Q.[De-Qiang],
Spatial-Temporal Traffic Modeling With a Fusion Graph Reconstructed by Tensor Decomposition,
ITS(25), No. 2, February 2024, pp. 1749-1760.
IEEE DOI 2402
Predictive models, Correlation, Data models, Forecasting, Computational modeling, Tensors, Convolution, Traffic modeling, tensor decomposition BibRef

He, Z.B.[Zheng-Bing],
Refining Time-Space Traffic Diagrams: A Simple Multiple Linear Regression Model,
ITS(25), No. 2, February 2024, pp. 1465-1475.
IEEE DOI 2402
Data models, Mathematical models, Detectors, Refining, Trajectory, Traffic control, Superresolution, image resolution BibRef

Gokasar, I.[Ilgin], Arisoy, A.A.[Ali Atilla], Deveci, M.[Muhammet], Mardani, A.[Abbas],
Evaluation of a New Real-Life Traffic Management Using a Limited Number of Connected Autonomous Vehicles,
ITS(25), No. 3, March 2024, pp. 3031-3040.
IEEE DOI 2405
Real-time systems, Roads, Autonomous vehicles, Traffic control, Traffic congestion, Fuels, Vehicle-to-everything, density BibRef

Xu, Y.[Yunwen], Li, D.[Dewei], Xi, Y.[Yugeng],
Perimeter Traffic Flow Control for a Multi-Region Large-Scale Traffic Network With Markov Decision Process,
ITS(25), No. 6, June 2024, pp. 4809-4821.
IEEE DOI 2406
Markov processes, Mathematical models, Process control, Urban areas, Perturbation methods, Computational modeling, policy iteration BibRef


Guo, K.[Ke], Miao, Z.W.[Zhen-Wei], Jing, W.[Wei], Liu, W.W.[Wei-Wei], Li, W.[Weizi], Hao, D.[Dayang], Pan, J.[Jia],
LASIL: Learner-Aware Supervised Imitation Learning For Long-Term Microscopic Traffic Simulation,
CVPR24(15386-15395)
IEEE DOI 2410
Accuracy, Microscopy, Imitation learning, Transportation, Traffic control BibRef

Yu, H.[Haibao], Yang, W.X.[Wen-Xian], Ruan, H.Z.[Hong-Zhi], Yang, Z.W.[Zhen-Wei], Tang, Y.J.[Ying-Juan], Gao, X.[Xu], Hao, X.[Xin], Shi, Y.F.[Yi-Feng], Pan, Y.F.[Yi-Feng], Sun, N.[Ning], Song, J.[Juan], Yuan, J.[Jirui], Luo, P.[Ping], Nie, Z.[Zaiqing],
V2X-Seq: A Large-Scale Sequential Dataset for Vehicle-Infrastructure Cooperative Perception and Forecasting,
CVPR23(5486-5495)
IEEE DOI 2309
BibRef

Shi, Y.F.[Yi-Feng], Lv, F.[Feng], Wang, X.L.[Xin-Liang], Xia, C.L.[Chun-Long], Li, S.J.[Shao-Jie], Yang, S.[Shujie], Xi, T.[Teng], Zhang, G.[Gang],
Open-TransMind: A New Baseline and Benchmark for 1st Foundation Model Challenge of Intelligent Transportation,
WFM23(6328-6335)
IEEE DOI 2309
BibRef

Zhang, P.[Peng], Liu, W.[Wei], Shao, J.J.[Jun-Jie],
Research on Human-in-the-loop Traffic Adaptive Decision Making Method,
ICRVC22(272-276)
IEEE DOI 2301
Adaptation models, Adaptive systems, Heuristic algorithms, Decision making, Transportation, Prototypes, adaptive system BibRef

Schürmann, C., Geiger, D., Picha, M., Thomas, R.,
City2navigation (C2N): A New Service for Digital, Future-proof Urban Traffic Management,
SmartCity21(103-110).
DOI Link 2201
BibRef

Suo, S.[Simon], Regalado, S.[Sebastian], Casas, S.[Sergio], Urtasun, R.[Raquel],
TrafficSim: Learning to Simulate Realistic Multi-Agent Behaviors,
CVPR21(10395-10404)
IEEE DOI 2111
Training, Merging, Traffic control, Trajectory, Safety BibRef

Lian, Y.F.[Yu-Feng], Tian, Y.T.[Yan-Tao], Hu, L.L.[Lei-Lei], Yin, C.[Cheng],
Development of identification of tire-road friction conditions,
ICARCV12(1812-1817).
IEEE DOI 1304
BibRef

Zhao, L.J.[Li-Juan], Yang, B.[Bo], Guan, X.P.[Xin-Ping],
Power allocation based on finite-horizon optimization for vehicle-to-roadside communications,
ICARCV12(713-718).
IEEE DOI 1304
BibRef

Zuo, M.J.[Ming-Jiu], Li, H.M.[Hua-Ming], Shu, C.[Chang],
Remote monitoring and commanding dispatch system of working boats based on C/S structure,
IASP11(509-512).
IEEE DOI 1112
BibRef

Zhou, J.H.[Jian-He], Li, C.G.[Chun-Gui], Zhang, Z.F.[Zeng-Fang],
Intelligent transportation system based on SIP/ZigBee architecture,
IASP11(405-409).
IEEE DOI 1112
BibRef

Chaurasia, G.[Gaurav], Selvamani, B.R.[B. Radhika], Gupta, N.[Nithi], Kumar, S.[Subodh],
Virtual chaotic traffic simulation,
ICCVGIP10(337-344).
DOI Link 1111
BibRef

Sun, D.H.[Di-Hua], Li, Y.F.[Yong-Fu],
Vehicle formation analysis based on zero dynamics for road traffic system,
ICARCV10(1688-1692).
IEEE DOI 1109
BibRef

Schilling, A.[Arne], Goetz, M.[Marcus],
Decision Support Systems using 3D OGC Services and Indoor Routing: Example Scenario from the OWS-6 Testbed,
GeoInfo10(xx-yy).
PDF File. 1011
BibRef

Nguyen, M.N., Shi, D., Quek, C., Ng, G.S.,
Traffic Prediction Using Ying-Yang Fuzzy Cerebellar Model Articulation Controller,
ICPR06(III: 258-261).
IEEE DOI 0609
BibRef

Chapter on Motion -- Feature-Based, Long Range, Motion and Structure Estimates, Tracking, Surveillance, Activities continues in
Traffic Flow Models and Analysis, Not Image Based .


Last update:Nov 26, 2024 at 16:40:19