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        TITLE = "Learning to Boost Bottom-Up Fixation Prediction in Driving
Environments via Random Forest",
        JOURNAL = ITS,
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        MONTH = "September",
        PAGES = "3059-3067",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150020"}

@article{bb154201,
        AUTHOR = "Liao, Y. and Wang, M.J. and Duan, L. and Chen, F.",
        TITLE = "Cross-regional driver-vehicle interaction design: an interview study on
driving risk perceptions, decisions, and ADAS function preferences",
        JOURNAL = IET-ITS,
        VOLUME = "12",
        YEAR = "2018",
        NUMBER = "8",
        MONTH = "October",
        PAGES = "801-808",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150021"}

@inproceedings{bb154202,
        AUTHOR = "Khan, W. and Klette, R.",
        TITLE = "Accuracy of a Driver-Assistance System in a Collision Scenario",
        BOOKTITLE = ISVC18,
        YEAR = "2018",
        PAGES = "251-263",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150022"}

@article{bb154203,
        AUTHOR = "Shi, B. and Xu, L. and Meng, W.",
        TITLE = "Applying a WNN-HMM Based Driver Model in Human Driver Simulation:
Method and Test",
        JOURNAL = ITS,
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        YEAR = "2018",
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        MONTH = "November",
        PAGES = "3431-3438",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150023"}

@article{bb154204,
        AUTHOR = "Sun, D.H. and He, Y.C. and Zhao, M. and Cheng, S.L.",
        TITLE = "Cooperative driving modelling in the vicinity of traffic signals based
on intelligent driver model",
        JOURNAL = IET-ITS,
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        YEAR = "2018",
        NUMBER = "10",
        MONTH = "December",
        PAGES = "1236-1242",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150024"}

@article{bb154205,
        AUTHOR = "Markkula, G. and Romano, R. and Jamson, A.H. and Pariota, L. and Bean, A. and Boer, E.R.",
        TITLE = "Using Driver Control Models to Understand and Evaluate Behavioral
Validity of Driving Simulators",
        JOURNAL = HMS,
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        YEAR = "2018",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "592-603",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150025"}

@article{bb154206,
        AUTHOR = "Zhu, B. and Liu, Z. and Zhao, J. and Chen, Y. and Deng, W.",
        TITLE = "Driver Behavior Characteristics Identification Strategies Based on
Bionic Intelligent Algorithms",
        JOURNAL = HMS,
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        YEAR = "2018",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "572-581",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150026"}

@article{bb154207,
        AUTHOR = "Christopoulos, S.G. and Kanarachos, S. and Chroneos, A.",
        TITLE = "Learning Driver Braking Behavior Using Smartphones, Neural Networks
and the Sliding Correlation Coefficient: Road Anomaly Case Study",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "65-74",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150027"}

@article{bb154208,
        AUTHOR = "Xu, J. and Shu, H. and Shao, Y.",
        TITLE = "Modeling of Driver Behavior on Trajectory-Speed Decision Making in
Minor Traffic Roadways With Complex Features",
        JOURNAL = ITS,
        VOLUME = "20",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "41-53",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150028"}

@article{bb154209,
        AUTHOR = "Yi, D. and Su, J. and Liu, C. and Chen, W.",
        TITLE = "Personalized Driver Workload Inference by Learning From Vehicle
Related Measurements",
        JOURNAL = SMCS,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "159-168",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150029"}

@article{bb154210,
        AUTHOR = "Yi, D. and Su, J. and Liu, C. and Chen, W.",
        TITLE = "New Driver Workload Prediction Using Clustering-Aided Approaches",
        JOURNAL = SMCS,
        VOLUME = "49",
        YEAR = "2019",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "64-70",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150030"}

@article{bb154211,
        AUTHOR = "Han, W. and Wang, W.S. and Li, X.H. and Xi, J.Q.A.",
        TITLE = "Statistical-based approach for driving style recognition using Bayesian
probability with kernel density estimation",
        JOURNAL = IET-ITS,
        VOLUME = "13",
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "22-30",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150031"}

@article{bb154212,
        AUTHOR = "Eriksson, A. and Petermeijer, S.M. and Zimmermann, M. and de Winter, J.C.F. and Bengler, K.J. and Stanton, N.A.",
        TITLE = "Rolling Out the Red (and Green) Carpet: Supporting Driver Decision
Making in Automation-to-Manual Transitions",
        JOURNAL = HMS,
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        YEAR = "2019",
        NUMBER = "1",
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        PAGES = "20-31",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150032"}

@article{bb154213,
        AUTHOR = "Fugiglando, U. and Massaro, E. and Santi, P. and Milardo, S. and Abida, K. and Stahlmann, R. and Netter, F. and Ratti, C.",
        TITLE = "Driving Behavior Analysis through CAN Bus Data in an Uncontrolled
Environment",
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@article{bb154214,
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        TITLE = "Research on the influence factors of real driving cycle with
statistical analysis and dynamic time warping",
        JOURNAL = IET-ITS,
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@article{bb154215,
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        TITLE = "Predicting drivers' direction sign reading reaction time using an
integrated cognitive architecture",
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@article{bb154216,
        AUTHOR = "Kim, H.S. and Yoon, D. and Shin, H.S. and Park, C.H.",
        TITLE = "Predicting the EEG Level of a Driver Based on Driving Information",
        JOURNAL = ITS,
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@inproceedings{bb154217,
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@article{bb154218,
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        TITLE = "Advanced Driving Behavior Analytics for an Improved Safety Assessment
and Driver Fingerprinting",
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@inproceedings{bb154219,
        AUTHOR = "Aliakbarian, M.S. and Saleh, F.S. and Salzmann, M. and Fernando, B. and Petersson, L. and Andersson, L.",
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@article{bb154220,
        AUTHOR = "Zhu, L. and Li, S.G. and Li, Y.H. and Wang, M. and Zhang, C.Y. and Li, Y.Y. and Yao, J. and Ji, H.",
        TITLE = "Analysis of braking intention based on fNIRS in driving simulation
experiments",
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        PAGES = "1181-1189",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150040"}

@article{bb154221,
        AUTHOR = "He, X. and Xu, L. and Zhang, Z.",
        TITLE = "Driving behaviour characterisation by using phase-space reconstruction
and pre-trained convolutional neural network",
        JOURNAL = IET-ITS,
        VOLUME = "13",
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        MONTH = "July",
        PAGES = "1173-1180",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150041"}

@article{bb154222,
        AUTHOR = "Cheng, R. and Yu, W. and Song, Y. and Chen, D. and Ma, X. and Cheng, Y.",
        TITLE = "Intelligent Safe Driving Methods Based on Hybrid Automata and
Ensemble CART Algorithms for Multihigh-Speed Trains",
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        NUMBER = "10",
        MONTH = "October",
        PAGES = "3816-3826",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150042"}

@article{bb154223,
        AUTHOR = "Wang, W. and Xi, J. and Zhao, D.",
        TITLE = "Driving Style Analysis Using Primitive Driving Patterns With Bayesian
Nonparametric Approaches",
        JOURNAL = ITS,
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        NUMBER = "8",
        MONTH = "August",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150043"}

@article{bb154224,
        AUTHOR = "Figueredo, G.P. and Agrawal, U. and Mase, J.M.M. and Mesgarpour, M. and Wagner, C. and Soria, D. and Garibaldi, J.M. and Siebers, P. and John, R.I.",
        TITLE = "Identifying Heavy Goods Vehicle Driving Styles in the United Kingdom",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3324-3336",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150044"}

@article{bb154225,
        AUTHOR = "Rhie, Y.L. and Lim, J.H. and Yun, M.H.",
        TITLE = "Queueing Network Based Driver Model for Varying Levels of Information
Processing",
        JOURNAL = HMS,
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        YEAR = "2019",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "508-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150045"}

@article{bb154226,
        AUTHOR = "Inder, K. and de Silva, V. and Shi, X.",
        TITLE = "Learning Control Policies of Driverless Vehicles from UAV Video
Streams in Complex Urban Environments",
        JOURNAL = RS,
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        YEAR = "2019",
        NUMBER = "23",
        PAGES = "xx-yy",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150046"}

@article{bb154227,
        AUTHOR = "Lu, M.Q. and Hu, Y.C. and Lu, X.B.",
        TITLE = "Dilated Light-Head R-CNN using tri-center loss for driving behavior
recognition",
        JOURNAL = IVC,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150047"}

@article{bb154228,
        AUTHOR = "Hong, S. and Lu, J. and Panigrahi, S.R. and Scott, J. and Filev, D.P.",
        TITLE = "An Interacting Multiple-Model-Based Algorithm for Driver Behavior
Characterization Using Handling Risk",
        JOURNAL = ITS,
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        YEAR = "2019",
        NUMBER = "12",
        MONTH = "December",
        PAGES = "4308-4317",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150048"}

@article{bb154229,
        AUTHOR = "Xu, L. and Zhang, J. and Shi, B. and Meng, W.",
        TITLE = "Automating Shift-Scheduling Calibration by Using Bionic Optimization
and Personalized Driver Models",
        JOURNAL = ITS,
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        NUMBER = "12",
        MONTH = "December",
        PAGES = "4367-4376",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150049"}

@article{bb154230,
        AUTHOR = "Makantasis, K. and Kontorinaki, M. and Nikolos, I.",
        TITLE = "Deep reinforcement-learning-based driving policy for autonomous road
vehicles",
        JOURNAL = IET-ITS,
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        NUMBER = "1",
        MONTH = "January",
        PAGES = "13-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150050"}

@article{bb154231,
        AUTHOR = "Payalan, Y.F. and Guvensan, M.A.",
        TITLE = "Towards Next-Generation Vehicles Featuring the Vehicle Intelligence",
        JOURNAL = ITS,
        VOLUME = "21",
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        NUMBER = "1",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150051"}

@article{bb154232,
        AUTHOR = "Chen, L. and Wang, Q. and Lu, X. and Cao, D. and Wang, F.",
        TITLE = "Learning Driving Models From Parallel End-to-End Driving Data Set",
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        NUMBER = "2",
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@article{bb154233,
        AUTHOR = "Morando, A. and Victor, T. and Dozza, M.",
        TITLE = "A Bayesian Reference Model for Visual Time-Sharing Behaviour in
Manual and Automated Naturalistic Driving",
        JOURNAL = ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150053"}

@article{bb154234,
        AUTHOR = "Bejani, M.M. and Ghatee, M.",
        TITLE = "Convolutional Neural Network With Adaptive Regularization to Classify
Driving Styles on Smartphones",
        JOURNAL = ITS,
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        NUMBER = "2",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150054"}

@article{bb154235,
        AUTHOR = "Zhu, Q.",
        TITLE = "Research on Road Traffic Situation Awareness System Based on Image
Big Data",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "35",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150055"}

@article{bb154236,
        AUTHOR = "van der El, K. and Pool, D.M. and van Paassen, M.R.M. and Mulder, M.",
        TITLE = "A Unifying Theory of Driver Perception and Steering Control on
Straight and Winding Roads",
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@article{bb154237,
        AUTHOR = "Huang, X. and Zhang, S. and Peng, H.",
        TITLE = "Developing Robot Driver Etiquette Based on Naturalistic Human Driving
Behavior",
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@article{bb154238,
        AUTHOR = "Peng, X.S. and Murphey, Y.L. and Liu, R.R. and Li, Y.X.",
        TITLE = "Driving maneuver early detection via sequence learning from vehicle
signals and video images",
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@inproceedings{bb154239,
        AUTHOR = "Peng, X.S. and Liu, R.R. and Murphey, Y.L. and Stent, S. and Li, Y.X.",
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@article{bb154240,
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        TITLE = "An Ensemble Learning-Based Vehicle Steering Detector Using
Smartphones",
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@article{bb154241,
        AUTHOR = "Deng, T. and Yan, H. and Qin, L. and Ngo, T. and Manjunath, B.S.",
        TITLE = "How Do Drivers Allocate Their Potential Attention? Driving Fixation
Prediction via Convolutional Neural Networks",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150061"}

@article{bb154242,
        AUTHOR = "Fan, X.M. and Pan, G.F. and Mao, Y. and He, W.",
        TITLE = "A personalized traffic simulation integrating emotion using a driving
simulator",
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@article{bb154243,
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        TITLE = "Long short-term memory and convolutional neural network for abnormal
driving behaviour recognition",
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@article{bb154244,
        AUTHOR = "Duan, J.L. and Li, S.E. and Guan, Y. and Sun, Q. and Cheng, B.",
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without reliance on labelled driving data",
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@article{bb154245,
        AUTHOR = "Spyridakos, P.D. and Merat, N. and Boer, E.R. and Markkula, G.M.",
        TITLE = "Behavioural validity of driving simulators for prototype HMI evaluation",
        JOURNAL = IET-ITS,
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        NUMBER = "6",
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@article{bb154246,
        AUTHOR = "Kashevnik, A. and Lashkov, I. and Gurtov, A.",
        TITLE = "Methodology and Mobile Application for Driver Behavior Analysis and
Accident Prevention",
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@article{bb154247,
        AUTHOR = "Zhao, C. and Wang, W. and Li, S. and Gong, J.",
        TITLE = "Influence of Cut-In Maneuvers for an Autonomous Car on Surrounding
Drivers: Experiment and Analysis",
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        NUMBER = "6",
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@article{bb154248,
        AUTHOR = "Pampel, S.M. and Southey, T.J.R. and Burnett, G.",
        TITLE = "Understanding the distraction and behavioural adaptations of drivers
when experiencing failures of digital side mirrors",
        JOURNAL = IET-ITS,
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        NUMBER = "7",
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@article{bb154249,
        AUTHOR = "Liao, L.C. and Chen, B.J. and Zou, F.M. and Li, S.B.E. and Liu, J.R. and Wu, X.K. and Dong, N.",
        TITLE = "Hierarchical quantitative analysis to evaluate unsafe driving behaviour
from massive trajectory data",
        JOURNAL = IET-ITS,
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        NUMBER = "8",
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@article{bb154250,
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The Key is the Representation",
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@article{bb154251,
        AUTHOR = "Saleh, K. and Hossny, M. and Nahavandi, S.",
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of Vulnerable Road Users",
        JOURNAL = ITS,
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT150071"}

@article{bb154252,
        AUTHOR = "Tang, C. and Xu, Z. and Tomizuka, M.",
        TITLE = "Disturbance-Observer-Based Tracking Controller for Neural Network
Driving Policy Transfer",
        JOURNAL = ITS,
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        NUMBER = "9",
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