This content is not included in
your SAE MOBILUS subscription, or you are not logged in.
Development of Data Mining Methodologies to Advance Knowledge of Driver Behaviors in Naturalistic Driving
Journal Article
09-08-02-0005
ISSN: 2327-5626, e-ISSN: 2327-5634
Sector:
Topic:
Citation:
Murphey, Y., Wang, K., Molnar, L., Eby, D. et al., "Development of Data Mining Methodologies to Advance Knowledge of Driver Behaviors in Naturalistic Driving," SAE Int. J. Trans. Safety 8(2):77-94, 2020, https://doi.org/10.4271/09-08-02-0005.
Language:
English
References
- Biondi , F. , Coleman , J.R. , Cooper , J.M. , and Strayer , D.L. Heart Rate Detection for Driver Monitoring Systems TRB 96th Annual Meeting Compendium of Papers Washington D.C. 2016
- Chen , L. , Zhao , Y. , Ye , P. , Zhang , J. et al. Detecting Driving Stress in Physiological Signals Based on Multimodal Feature Analysis and Kernel Classifiers Expert Systems with Applications 85 279 291 2017
- Clarion , A. , Ramos , C. , Petit , C. , Dittmar , A. et al. An Integrated Device to Evaluate a Driver’s Functional State Behavior Research Methods 41 882 888 2009
- Eby , D.W. , Molnar , L.J. , and St. Louis , R.M. Perspectives and Strategies for Promoting Safe Transportation among Older Adults Cambridge, MA Elsevier Inc. 2019
- Healey , J.A. and Picard , R.W. SmartCar: Detecting Driver Stress Proceedings 15th International Conference on Pattern Recognition Barcelona, Spain 4 218 221 2000
- Healey , J.A. , and Picard , R.W. Detecting Stress during Real-World Driving Tasks Using Physiological Sensors IEEE Transactions on Intelligent Transportation Systems 6 156 166 2005
- Huang , Y. , Wang , W. , Fang , C. , Murphey , Y. et al. In-Vehicle Driver State Detection Using TIP-II SAE Int. J. Passeng. Cars - Electron. Electr. Syst. 7 1 221 229 2014 https://doi.org/10.4271/2014-01-0444
- LeBlanc , D. , Sayer , J. , Winkler , C. , Ervin , R. et al. 2006
- LeBlanc , D. , Sayer , J. , Winkler , C. , and Bogard , S. Field Test Results of a Road Departure Crash Warning System: Driver Utilization and Safety Implications Proceedings 4th International Driving Symposium on Human Factors in Driver Assessment, Training, and Vehicle Design Stevenson, WA 2007
- Lenneman , J.K. , and Backs , R.W. Diagnosticity of Cardiac Modes of Automatic Control Elicited by Simulated Driving and Verbal Working Memory Dual-Tasks Engineering Psychology and Cognitive Ergonomics 4562 541 550 2007
- Lenneman , J.K. , and Backs , R.W. Cardiac Autonomic Control during Simulated Driving with a Concurrent Verbal Working Memory Task Human Factors 51 404 418 2009
- Lal , S.K. , and Craig , A. A Critical Review of the Psychophysiology of Driver Fatigue Biological Psychology 55 3 173 194 2001
- Seredynski , P. 2018 https://www.sae.org/news/2018/06/tu-auto-interview-with-toyotas-ryan-eustice
- Mehler , B. , Reimer , B. , Coughlin , J.F. , and Dusek , J.A. Impact of Incremental Increases in Cognitive Workload on Physiological Arousal and Performance in Young Adult Drivers Transportation Research Record 2138 1 6 12 2009
- Mehler , B. , Reimer , B. , Pohlmeyer , A.E. , and Coughlin , J.F. The Association between Rate Reactivity and Driving Performance under Dual Task Demands in Late Middle Age Drivers Advances in Transportation Studies an International Journal 53 70 2008
- Petersen , R.C. , Doody , R. , Kurz , A. , Mohs , R.C. et al. Current Concepts in Mild Cognitive Impairment Archives of Neurology 58 12 1985 1992 2001
- Murphey , Y.L. , Kochhar , D. , Chen , F. , Huang , Y. et al. A Transportable Instrumentation Package for In-Vehicle On-Road Data Collection for Driver Research SAE Technical Paper 2013-01-0202 2013 https://doi.org/10.4271/2013-01-0202
- RACE Race Technology 2019 http://www.race-technology.com/dl1_mk3_8_31019.html
- SWOV Institute for Road Safety Research 2010
- HERE 2019 https://www.here.com/products/mapping
- Peng , X. , Zhao , A. , Wang , S. , Murphey , Y.L. et al. Attention-Driven Driving Maneuver Detection System International Joint Conference on Neural Networks Budapest July 2019
- Peng , X. , Li , Y. , Wei , X. , Luo , J. et al. Traffic Sign Recognition with Transfer Learning Proceedings of IEEE 2017 Symposium Series on Computational Intelligence Hawaii Dec. 2017
- Jiao , J. , Zheng , Z. , Park , J. , Luo , Y. et al. A Robust Multi-class Traffic Sign Detection and Classification System using Asymmetric and Symmetric features IEEE International Conference on Systems, Man, and Cybernetics San Antonio, TX Oct. 11-14, 2009
- Dingus , T.A. , Klauer , S.G. , Neale , V.L. , Petersen , A. et al. The 100-Car Naturalistic Driving Study https://www.nhtsa.gov/sites/nhtsa.dot.gov/files/100carmain.pdf 2020
- InSight Data Access Website—SHRP2 Naturalistic Driving Study https://insight.shrp2nds.us/ 2020
- Park , S.J. , and Lim , H.K. Characteristics of Elderly Driver’s Driving Behavior and Cognition under Unexpected Event Using Driving Simulator SAE Technical Paper 2011-01-0552 2011 https://doi.org/10.4271/2011-01-0552
- Shirouzu , S. et al. Stress of Kindergarten Bus Drivers: How We Reduced Un-Safe Driving of Kindergarten Bus by Using a Small and Wearable ECG and Acceleration Measuring Device Journal of Medical Practice and Review 1 2017
- Park , S.J. , Subramaniyam , M. , Kim , S.E. , Hong , S. et al. Older Drivers Physiological Response under Risky Driving Conditions Overtaking, Unprotected Left Turn Duffy and Vincent , G. Advances in Applied Digital Human Modeling and Simulation Springer Springer International Publishing 2017 107 114