Optimal experts' knowledge selection for intelligent driving risk detection systems

IEEE Intelligent Vehicles Symposium, Proceedings

Volumn , Issue , 2012, Pages 896-901

  De Diego, Isaac Martín ^a   Siordia, Oscar S ^a   Conde, Cristina ^a   Cabello, Enrique ^a  

^a UNIVERSIDAD REY JUAN CARLOS   (Spain)

Author keywords

[No Author keywords available]

Indexed keywords

DETECTION SYSTEM; DRIVING SESSION; GROUND TRUTH; OPTIMAL COMBINATION; RELIABLE DRIVING; RISK EVALUATION; TRAFFIC SAFETY; TRUCK SIMULATORS;

ACCIDENT PREVENTION; AUTOMOBILE SIMULATORS; INTELLIGENT VEHICLE HIGHWAY SYSTEMS;

OPTIMIZATION;

EID: 84864966855     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IVS.2012.6232208     Document Type: Conference Paper

References (19)

1. K. Kircher and C. Ahlstrom, "Issues related to the driver distraction detection algorithm attend," in Proceedings of the 1st International Conference on Driver Distraction and Inattention. Gothenburg, Sweden, 2009.
2. J. S. Wang, R. R. Knipling, and M. J. Goodman, "The role of driver inattention in crashes; new statistics from the 1995 crashworthiness data system," in Proceedings of the 40th Annual meeting of the Association for the Advancement of Automotive Medicine, 1996.
3. O. S. Siordia, I. M. de Diego, C. Conde, and E. Cabello, "Driving risk classification based on experts evaluation," in Proceedings of the 2010 IEEE Intelligent Vehicles Symposium (IV '10), pp. 1098-1103, 2010.
4. S. Y. Cheng, S. Park, and M. M. Trivedi, "Multi-spectral and multi-perspective video arrays for driver body tracking and activity analysis," Computer Vision and Image Understanding, vol. 106, pp. 245-257, May 2007.
5. T. Wada, M. Yoshida, S. Doi, and S. Tsutsumi, "Characterization of hurried driving based on collision risk and attentional allocation," in Proceedings of the 13th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 623-628, 2010.
6. J. Wang, S. Zhu, and Y. Gong, "Driving safety monitoring using semisupervised learning on time series data," IEEE Transactions on Intelligent Transportation Systems, vol. 11, no. 3, pp. 728-737, 2010.
7. L. Malta, C. Miyajima, N. Kitaoka, and K. Takeda, "Analysis of real-world driver's frustration," IEEE Transactions on Intelligent Transportation Systems, vol. 12, no. 1, pp. 109-118, 2011.
8. S. Washington, D. Lord, and B. Persaud, "Use of expert panels in highway safety: A critique," Transportation Research Record, vol. 2102, pp. 101-107, 2009.
9. O. S. Siordia, I. M. de Diego, C. Conde, and E. Cabello, "Combining traffic safety knowledge for driving risk detection," in Proceedings of the 14th International IEEE Conference on Intelligent Transportation Systems (ITSC), pp. 564-569, oct. 2011.
10. E. Turban, "Managing knowledge acquisition from multiple experts," in Proceedings of the IEEE/ACM International Conference on Developing and Managing Expert System Programs, pp. 129-138, sep-2 oct 1991.
11. Y. Liou and J. Nunamaker, J.F., "Using a group decision support system environment for knowledge acquisition: a field study," in Proceedings of the Twenty-Third Annual Hawaii International Conference on System Sciences, vol. iii, pp. 40-49 vol.3, jan 1990.
12. A. Brazalez, J. Ares, and L. Matey, "Driving simulators: past, present and future," in Proceedings of the Euromech Colloquium 476, Real-time Simulation and Virtual Reality Applications of Multibody Systems, 2006.
13. Rey Juan Carlos University, "Urban Mobility Master," Rev. Jan. 2011. http://www.urjc.es/estudios/titulos propios/movilidad urbana/.
14. E. Keogh, S. Chu, D. Hart, and M. Pazzani, "Segmenting time series: A survey and novel approach," in Data mining in Time Series Databases, pp. 1-22, 1993.
15. J. O. Lachaud, A. Vialard, and F. de Vieilleville, "Analysis and comparative evaluation of discrete tangent estimators," in Discrete Geometry for Computer Imagery (E. Andres, G. Damiand, and P. Lienhardt, eds.), vol. 3429 of Lecture Notes in Computer Science, pp. 240-251, Springer Berlin/Heidelberg, 2005.
16. O. S. Siordia, I. M. de Diego, C. Conde, and E. Cabello, "Section-wise similarities for clustering and outlier detection of subjective sequential data," in Proceedings of the First International Workshop on Similarity-Based Pattern Recognition (SIMBAD), vol. 7005 of Lecture Notes in Computer Science, pp. 61-76, Springer, 2011.
17. I. M. de Diego, O. S. Siordia, C. Conde, and E. Cabello, "Section-wise similarities for classification of subjective-data on time series," in Proceedings of the 16th Iberoamerican Congress on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications (CIARP), vol. 7042 of Lecture Notes in Computer Science, pp. 363-371, Springer, 2011.
18. L. Kaufman and P. Rousseeuw, Finding Groups in Data: An Introduction to Cluster Analysis. Wiley, New York, 1990.
19. Royal Automobile Club of Spain http://www.race.es.