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        TITLE = "Driving Behavior Analysis through CAN Bus Data in an Uncontrolled
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@article{bb137101,
        AUTHOR = "Yu, S. and Lu, L.",
        TITLE = "Research on the influence factors of real driving cycle with
statistical analysis and dynamic time warping",
        JOURNAL = IET-ITS,
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        MONTH = "February",
        PAGES = "286-292",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133117"}

@article{bb137102,
        AUTHOR = "Deng, C. and Cao, S. and Wu, C.Z. and Lyu, N.C.",
        TITLE = "Predicting drivers' direction sign reading reaction time using an
integrated cognitive architecture",
        JOURNAL = IET-ITS,
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        MONTH = "April",
        PAGES = "622-627",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133118"}

@article{bb137103,
        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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        PAGES = "1215-1225",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133119"}

@inproceedings{bb137104,
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@article{bb137105,
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        TITLE = "Advanced Driving Behavior Analytics for an Improved Safety Assessment
and Driver Fingerprinting",
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@inproceedings{bb137106,
        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{bb137107,
        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.",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133123"}

@article{bb137108,
        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#TT133124"}

@article{bb137109,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133125"}

@article{bb137110,
        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",
        PAGES = "2986-2998",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133126"}

@article{bb137111,
        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#TT133127"}

@article{bb137112,
        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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        NUMBER = "6",
        MONTH = "December",
        PAGES = "508-517",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133128"}

@article{bb137113,
        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",
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        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133129"}

@article{bb137114,
        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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@article{bb137115,
        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#TT133131"}

@article{bb137116,
        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#TT133132"}

@article{bb137117,
        AUTHOR = "Makantasis, K. and Kontorinaki, M. and Nikolos, I.",
        TITLE = "Deep reinforcement-learning-based driving policy for autonomous road
vehicles",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "13-24",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133133"}

@article{bb137118,
        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",
        MONTH = "January",
        PAGES = "30-47",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133134"}

@article{bb137119,
        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",
        JOURNAL = PIEEE,
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        YEAR = "2020",
        NUMBER = "2",
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        PAGES = "262-273",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133135"}

@article{bb137120,
        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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        NUMBER = "2",
        MONTH = "February",
        PAGES = "803-814",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133136"}

@article{bb137121,
        AUTHOR = "Bejani, M.M. and Ghatee, M.",
        TITLE = "Convolutional Neural Network With Adaptive Regularization to Classify
Driving Styles on Smartphones",
        JOURNAL = ITS,
        VOLUME = "21",
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        NUMBER = "2",
        MONTH = "February",
        PAGES = "543-552",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133137"}

@article{bb137122,
        AUTHOR = "Zhu, Q.",
        TITLE = "Research on Road Traffic Situation Awareness System Based on Image
Big Data",
        JOURNAL = IEEE_Int_Sys,
        VOLUME = "35",
        YEAR = "2020",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "18-26",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133138"}

@article{bb137123,
        AUTHOR = "Zyner, A. and Worrall, S. and Nebot, E.",
        TITLE = "Naturalistic Driver Intention and Path Prediction Using Recurrent
Neural Networks",
        JOURNAL = ITS,
        VOLUME = "21",
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        NUMBER = "4",
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        PAGES = "1584-1594",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133139"}

@article{bb137124,
        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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        NUMBER = "2",
        MONTH = "April",
        PAGES = "165-175",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133140"}

@article{bb137125,
        AUTHOR = "Huang, X. and Zhang, S. and Peng, H.",
        TITLE = "Developing Robot Driver Etiquette Based on Naturalistic Human Driving
Behavior",
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        NUMBER = "4",
        MONTH = "April",
        PAGES = "1393-1403",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133141"}

@article{bb137126,
        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{bb137127,
        AUTHOR = "Peng, X.S. and Liu, R.R. and Murphey, Y.L. and Stent, S. and Li, Y.X.",
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        PAGES = "1265-1270",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133143"}

@article{bb137128,
        AUTHOR = "Ouyang, Z. and Niu, J. and Liu, Y. and Liu, X.",
        TITLE = "An Ensemble Learning-Based Vehicle Steering Detector Using
Smartphones",
        JOURNAL = ITS,
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        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "1964-1975",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133144"}

@article{bb137129,
        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",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "2146-2154",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133145"}

@article{bb137130,
        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",
        JOURNAL = VC,
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        NUMBER = "6",
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        PAGES = "1203-1218",
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@article{bb137131,
        AUTHOR = "Jia, S. and Hui, F. and Li, S. and Zhao, X. and Khattak, A.J.",
        TITLE = "Long short-term memory and convolutional neural network for abnormal
driving behaviour recognition",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "306-312",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133147"}

@article{bb137132,
        AUTHOR = "Duan, J.L. and Li, S.E. and Guan, Y. and Sun, Q. and Cheng, B.",
        TITLE = "Hierarchical reinforcement learning for self-driving decision-making
without reliance on labelled driving data",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "5",
        MONTH = "May",
        PAGES = "297-305",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133148"}

@article{bb137133,
        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,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "601-610",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133149"}

@article{bb137134,
        AUTHOR = "Kashevnik, A. and Lashkov, I. and Gurtov, A.",
        TITLE = "Methodology and Mobile Application for Driver Behavior Analysis and
Accident Prevention",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2427-2436",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133150"}

@article{bb137135,
        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",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "6",
        MONTH = "June",
        PAGES = "2266-2276",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133151"}

@article{bb137136,
        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,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "7",
        MONTH = "July",
        PAGES = "775-782",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133152"}

@article{bb137137,
        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,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "849-856",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133153"}

@article{bb137138,
        AUTHOR = "Cheng, Q. and Jiang, X. and Wang, W. and Dietrich, A. and Bengler, K. and Qin, Y.",
        TITLE = "Analyses on the heterogeneity of car-following behaviour: evidence from
a cross-cultural driving simulator study",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "834-841",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133154"}

@article{bb137139,
        AUTHOR = "Carlos, M.R. and Gonzalez, L.C. and Wahlstrom, J. and Ramirez, G. and Martinez, F. and Runger, G.",
        TITLE = "How Smartphone Accelerometers Reveal Aggressive Driving Behavior?:
The Key is the Representation",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3377-3387",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133155"}

@article{bb137140,
        AUTHOR = "Li, A. and Jiang, H. and Li, Z. and Zhou, J. and Zhou, X.",
        TITLE = "Human-Like Trajectory Planning on Curved Road: Learning From Human
Drivers",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3388-3397",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133156"}

@article{bb137141,
        AUTHOR = "Saleh, K. and Hossny, M. and Nahavandi, S.",
        TITLE = "Contextual Recurrent Predictive Model for Long-Term Intent Prediction
of Vulnerable Road Users",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "8",
        MONTH = "August",
        PAGES = "3398-3408",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133157"}

@article{bb137142,
        AUTHOR = "Tang, C. and Xu, Z. and Tomizuka, M.",
        TITLE = "Disturbance-Observer-Based Tracking Controller for Neural Network
Driving Policy Transfer",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "9",
        MONTH = "September",
        PAGES = "3961-3972",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133158"}

@article{bb137143,
        AUTHOR = "Li, Y.C. and Wu, X. and Lu, D.H. and Li, L. and Liu, Y.H. and Zhu, L.",
        TITLE = "Style Transfer of Urban Road Images Using Generative Adversarial
Networks With Structural Details",
        JOURNAL = MultMedMag,
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        YEAR = "2020",
        NUMBER = "3",
        MONTH = "July",
        PAGES = "54-65",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133159"}

@article{bb137144,
        AUTHOR = "Loiseau, P. and Boultifat, C.N.E. and Chevrel, P. and Claveau, F. and Espie, S. and Mars, F.",
        TITLE = "Rider model identification: neural networks and quasi-LPV models",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "1259-1264",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133160"}

@article{bb137145,
        AUTHOR = "Chan, T.K. and Chin, C.S. and Chen, H. and Zhong, X.",
        TITLE = "A Comprehensive Review of Driver Behavior Analysis Utilizing
Smartphones",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "10",
        MONTH = "October",
        PAGES = "4444-4475",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133161"}

@article{bb137146,
        AUTHOR = "Cheng, X. and Zhou, J.M. and Zhao, X.M.",
        TITLE = "Safety assessment of vehicle behaviour based on the improved D-S
evidence theory",
        JOURNAL = IET-ITS,
        VOLUME = "14",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "1396-1402",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133162"}

@article{bb137147,
        AUTHOR = "El Khatib, A. and Ou, C. and Karray, F.",
        TITLE = "Driver Inattention Detection in the Context of Next-Generation
Autonomous Vehicles Design: A Survey",
        JOURNAL = ITS,
        VOLUME = "21",
        YEAR = "2020",
        NUMBER = "11",
        MONTH = "November",
        PAGES = "4483-4496",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133163"}

@article{bb137148,
        AUTHOR = "Pozueco, L. and Gupta, N. and Paneda, X.G. and Garcia, R. and Tuero, A.G. and Melendi, D. and Rionda, A. and Corcoba, V.",
        TITLE = "Analysis of Driving Patterns and On-Board Feedback-Based Training for
Proactive Road Safety Monitoring",
        JOURNAL = HMS,
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        YEAR = "2020",
        NUMBER = "6",
        MONTH = "December",
        PAGES = "529-537",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133164"}

@article{bb137149,
        AUTHOR = "Fernando, T. and Denman, S. and Sridharan, S. and Fookes, C.",
        TITLE = "Deep Inverse Reinforcement Learning for Behavior Prediction in
Autonomous Driving: Accurate Forecasts of Vehicle Motion",
        JOURNAL = SPMag,
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        YEAR = "2021",
        NUMBER = "1",
        MONTH = "January",
        PAGES = "87-96",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133165"}

@article{bb137150,
        AUTHOR = "Guo, Y.Q. and Wang, X.Y. and Yuan, Q. and Liu, S.L. and Liu, S.J.",
        TITLE = "Transition characteristics of driver's intentions triggered by
emotional evolution in two-lane urban roads",
        JOURNAL = IET-ITS,
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        NUMBER = "13",
        MONTH = "December",
        PAGES = "1788-1798",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133166"}

@article{bb137151,
        AUTHOR = "Sharath, M.N. and Velaga, N.R. and Quddus, M.A.",
        TITLE = "2-dimensional human-like driver model for autonomous vehicles in mixed
traffic",
        JOURNAL = IET-ITS,
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        NUMBER = "13",
        MONTH = "December",
        PAGES = "1913-1922",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133167"}

@article{bb137152,
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@article{bb137157,
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        TITLE = "Driving Skill Modeling Using Neural Networks for Performance-Based
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Driving Behavior Analysis and Prediction of Connected Vehicles",
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Maneuvers",
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of Automation",
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Convolutional Neural Network (CNN) Methods",
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lane using field operational test data",
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Phone Sensors",
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Analysis Using 4-D Convolutional Neural Networks",
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Factors in Two-Lane Roads",
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        AUTHOR = "Xu, D.H. and Ding, Z.Z. and He, X. and Zhao, H.J. and Moze, M. and Aioun, F. and Guillemard, F.",
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Highway Driving",
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        MONTH = "December",
        PAGES = "7341-7354",
        BIBSOURCE = "http://www.visionbib.com/bibliography/active677md1.html#TT133184"}

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application in driver behaviour decision-making model",
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action learning",
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Map Attributes for Energetic Representation of Driving Profiles",
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Incentives in Promoting Speed Limit Compliance",
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@article{bb137176,
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of Oncoming Traffic",
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Unlabeled Scenes",
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Highway Merges in Mixed Traffic",
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Naturalistic Driving Studies",
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through weighted visual and haptic guidance",
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Conditionally Automated Driving",
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Real-Time Allocation Domain",
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Interaction With Humans",
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Implications for Vehicle Automation",
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Braking Action Using EEG",
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Inverse Reinforcement Learning",
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Behavior Recognition",
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Reinforcement Learning and Expert System",
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Optimization for Real-Time Driving Pattern Recognition",
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@article{bb137198,
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@article{bb137199,
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Supervised Machine Learning",
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