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RETRACTED: <i>Convolutional Neural Network and Bayesian Gaussian Process in Driving Anger Recognition</i>
The Key Laboratory of Road and Traffic Engineering, Ministry of Education, Shanghai, China
School of Transportation Engineering, Tongji University, Shanghai, China
Department of Computer Science, Rensselaer Polytechnic Institute, Troy, NY, USA
- 1 The Key Laboratory of Road and Traffic Engineering, Ministry of Education, Shanghai, China
- 2 School of Transportation Engineering, Tongji University, Shanghai, China
- 3 Department of Computer Science, Rensselaer Polytechnic Institute, Troy, NY, USA
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Abstract
Short Retraction Notice ENG does not meet authors’ publication requirements. This article has been retracted to straighten the academic record. In making this decision the Editorial Board follows COPE's Retraction Guidelines . Aim is to promote the circulation of scientific research by offering an ideal research publication platform with due consideration of internationally accepted standards on publication ethics. The Editorial Board would like to extend its sincere apologies for any inconvenience this retraction may have caused. The full retraction notice in PDF is preceding the original paper which is marked "RETRACTED".
KeywordsDeep LearningRoad RageComputer VisionPattern RecognitionDlibConvolutional Neural NetworkAnger DetectionMultidimensional Analysis
- Zinzow, H. and Jeffirs, S. (2017) Driving Aggression and Anxiety: Intersections, Assessment, and Interventions. Journal of Clinical Psychology, 74, 43-82. https://doi.org/10.1002/jclp.22494
- Deffenbacher, J.L., Oetting, E.R. and Lynch, R.S. (1994) Development of a Driving Anger Scale. Psychological Reports, 74, 83-91. https://doi.org/10.2466/pr0.1994.74.1.83
- Abdu, R., Shinar, D. and Meiran, N. (2012) Situational (State) Anger and Driving. Transportation Research Part F: Traffic Psychology and Behaviour, 15, 575-580. https://doi.org/10.1016/j.trf.2012.05.007
- Roidl, E., Frehse, B. and Höger, R. (2014) Emotional States of Drivers and the Impact on Speed, Acceleration and Traffic Violations—A Simulator Study. Accident Analysis & Prevention, 70, 282-292. https://doi.org/10.1016/j.aap.2014.04.010
- Jeon, M., Walker, B.N. and Yim, J.-B. (2014) Effects of Specific Emotions on Subjective Judgment, Driving Performance, and Perceived Workload. Transportation Research Part F: Traffic Psychology and Behaviour, 24, 197-209. https://doi.org/10.1016/j.trf.2014.04.003
- Qu, W., Ge, Y., Jiang, C., Du, F. and Zhang, K. (2014) The Dula Dangerous Driving Index in China: An investigation of reliability and validity. Accident Analysis & Prevention, 64, 62-68. https://doi.org/10.1016/j.aap.2013.11.004
- Reason, J., Manstead, A., Stradling, S., Baxter, J. and Campbell, K. (2011) Errors and Violations on the Roads: A Real Distinction? Ergonomics, 33, 1315-1332. https://doi.org/10.1080/00140139008925335
- Shi, J., Bai, Y., Ying, X. and Atchley, P. (2010) Aberrant Driving Behaviors: A Study of Drivers in Beijing. Accident Analysis & Prevention, 42, 1031-1040. https://doi.org/10.1016/j.aap.2009.12.010
- Wan, P., Wu, C., Lin, Y. and Ma, X. (2017) On-Road Experimental Study on Driving Anger Identification Model Based on Physiological Features by ROC Curve Analysis. IET Intelligent Transport Systems, 11, 290-298. https://digital-library.theiet.org/content/journals/10.1049/iet-its.2016.0127 https://doi.org/10.1049/iet-its.2016.0127
- Wang, J. and Gong, Y. (2009) Normalizing Multi-Subject Variation for Drivers’ Emotion Recognition. 2009 IEEE International Conference on Multimedia and Expo, Hilton Cancun, 28 June-3 July 2009, 354-357. https://doi.org/10.1109/ICME.2009.5202507
- Katsis, C.D., Goletsis, Y., Rigas, G. and Fotiadis, D.I. (2011) A Wearable System for the Affective Monitoring of Car Racing Drivers during Simulated Conditions. Transportation Research Part C: Emerging Technologies, 19, 541-551. https://doi.org/10.1016/j.trc.2010.09.004