ENG  Vol.12 No.7 , July 2020
RETRACTED: Convolutional Neural Network and Bayesian Gaussian Process in Driving Anger Recognition
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  This article has been retracted to straighten the academic record.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".
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[1]   Zinzow, H. and Jeffirs, S. (2017) Driving Aggression and Anxiety: Intersections, Assessment, and Interventions. Journal of Clinical Psychology, 74, 43-82.

[2]   Deffenbacher, J.L., Oetting, E.R. and Lynch, R.S. (1994) Development of a Driving Anger Scale. Psychological Reports, 74, 83-91.

[3]   Abdu, R., Shinar, D. and Meiran, N. (2012) Situational (State) Anger and Driving. Transportation Research Part F: Traffic Psychology and Behaviour, 15, 575-580.

[4]   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.

[5]   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.

[6]   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.

[7]   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.

[8]   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.

[9]   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.

[10]   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.

[11]   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.

[12]   Fan, X., Bi, L. and Chen, Z. (2010) Using EEG to Detect Drivers’ Emotion with Bayesian Networks. 2010 International Conference on Machine Learning and Cybernetics, Vol. 3, 1177-1181.

[13]   Azman, A., et al. (2019) Real Time Driver Anger Detection. In: Information Science and Applications 2018, Springer, Berlin, 157-167.

[14]   Gao, H., Yüce, A. and Thiran, J. (2014) Detecting Emotional Stress from Facial Expressions for Driving Safety. 2014 IEEE International Conference on Image Processing, Paris, 27-30 October 2014, 5961-5965.

[15]   Ciresan, D., Meier, U., Masci, J., Gambardella, L.M. and Schmidhuber, J. (2011) Flexible, High Performance Convolutional Neural Networks for Image Classification. Proceedings of the 22nd International Joint Conference on Artificial Intelligence, Barcelona, 16-22 July 2011, 1237-1242.

[16]   Lobbestael, J., Arntz, A. and Wiers, R. (2008) How to Push Someone’s Buttons: A Comparison of Four Anger-Induction Methods. Cognition and Emotion, 22, 353-373.

[17]   Rusting, C.L. and Nolen-Hoeksema, S. (1998) Regulating Responses to Anger: Effects of Rumination and Distraction on Angry Mood. Journal of Personality and Social Psychology, 74, 790-803.

[18]   Kumari, J., Rajesh, R. and Kumar, A. (2016) Fusion of Features for the Effective Facial Expression Recognition. 2016 International Conference on Communication and Signal Processing, Madras, 6-8 April 2016, 457-461.

[19]   Malte, K. and Rasmussen, C.E. (2005) Assessing Approximations for Gaussian Process Classification.

[20]   Hjørland, B. (2010) The Foundation of the Concept of Relevance. Journal of the American Society for Information Science and Technology, 61, 217-237.