-
1
-
-
84982942327
-
Defining driver distraction
-
Boca Raton, FL, USA: CRC Press
-
J. D. Lee, K. L. Young, and M. A. Regan, "Defining driver distraction," in Driver Distraction: Theory, Effects, and Mitigation. Boca Raton, FL, USA: CRC Press, 2008, pp. 31-40.
-
(2008)
Driver Distraction: Theory, Effects, and Mitigation
, pp. 31-40
-
-
Lee, J.D.1
Young, K.L.2
Regan, M.A.3
-
2
-
-
85123156956
-
Sources of distraction inside the vehicle and their effects on driving performance
-
Boca Raton, FL, USA: CRC Press
-
M. Bayly, K. L. Young, and M. A. Regan, "Sources of distraction inside the vehicle and their effects on driving performance," in Driver Distraction: Theory, Effects, and Mitigation. Boca Raton, FL, USA: CRC Press, 2008, pp. 119-213.
-
(2008)
Driver Distraction: Theory, Effects, and Mitigation
, pp. 119-213
-
-
Bayly, M.1
Young, K.L.2
Regan, M.A.3
-
3
-
-
0027618540
-
The effect of cellular phone use upon driver attention
-
Jun.
-
A. J. McKnight and A. S. McKnight, "The effect of cellular phone use upon driver attention," Accid. Anal. Prev., vol. 25, no. 3, pp. 259-265, Jun. 1993.
-
(1993)
Accid. Anal. Prev.
, vol.25
, Issue.3
, pp. 259-265
-
-
McKnight, A.J.1
McKnight, A.S.2
-
4
-
-
77958186631
-
Trends in fatalities from distracted driving in the United States, 1999 to 2008
-
Nov.
-
F. A. Wilson and J. P. Stimpson, "Trends in fatalities from distracted driving in the United States, 1999 to 2008," Amer. J. Public Health, vol. 100, no. 11, pp. 2213-2219, Nov. 2010.
-
(2010)
Amer. J. Public Health
, vol.100
, Issue.11
, pp. 2213-2219
-
-
Wilson, F.A.1
Stimpson, J.P.2
-
5
-
-
19744380478
-
Effects of visual and cognitive load in real and simulated motorway driving
-
Mar.
-
J. Engström, E. Johansson, and J. Östlund, "Effects of visual and cognitive load in real and simulated motorway driving," Transp. Res. Part F, Traffic Psychol. Behav., vol. 8, no. 2, pp. 97-120, Mar. 2005.
-
(2005)
Transp. Res. Part F, Traffic Psychol. Behav.
, vol.8
, Issue.2
, pp. 97-120
-
-
Engström, J.1
Johansson, E.2
Östlund, J.3
-
6
-
-
33646478480
-
-
in Distracted driving, Australian College Road Safety, Sydney, NSW, Australia
-
K. Young and M. Regan, "Driver distraction: A review of the literature," in Distracted driving, Australian College Road Safety, Sydney, NSW, Australia, 2007, pp. 379-405.
-
(2007)
Driver Distraction: A Review of the Literature
, pp. 379-405
-
-
Young, K.1
Regan, M.2
-
7
-
-
33847127741
-
-
Nat. Highway Traffic Safety Admin. (NHTSA), Washington, DC, USA, Tech. Rep. DOT HS 810 594
-
S. G. Klauer, T. A. Dingus, V. L. Neale, J. D. Sudweeks, and D. J. Ramsey, "The impact of driver inattention on near-crash/crash risk: An analysis using the 100-car naturalistic driving study data," Nat. Highway Traffic Safety Admin. (NHTSA), Washington, DC, USA, Tech. Rep. DOT HS 810 594, 2006.
-
(2006)
The Impact of Driver Inattention on Near-crash/crash Risk: An Analysis Using the 100-car Naturalistic Driving Study Data
-
-
Klauer, S.G.1
Dingus, T.A.2
Neale, V.L.3
Sudweeks, J.D.4
Ramsey, D.J.5
-
8
-
-
84892180102
-
Distracted driving and risk of road crashes among novice and experienced drivers
-
Jan.
-
S. G. Klauer et al., "Distracted driving and risk of road crashes among novice and experienced drivers," New England J. Med., vol. 370, no. 1, pp. 54-59, Jan. 2014.
-
(2014)
New England J. Med.
, vol.370
, Issue.1
, pp. 54-59
-
-
Klauer, S.G.1
-
9
-
-
85123133611
-
Real-time distraction countermeasures
-
Boca Raton, FL, USA: CRC Press
-
J. Engstörm and T. W. Victor, "Real-time distraction countermeasures," in Driver Distraction: Theory, Effects, and Mitigation. Boca Raton, FL, USA: CRC Press, 2008, pp. 465-483.
-
(2008)
Driver Distraction: Theory, Effects, and Mitigation
, pp. 465-483
-
-
Engstörm, J.1
Victor, T.W.2
-
10
-
-
33845946535
-
Identification of real-time diagnostic measures of visual distraction with an automatic eye-tracking system
-
Winter
-
H. Zhang, M. R. H. Smith, and G. J. Witt, "Identification of real-time diagnostic measures of visual distraction with an automatic eye-tracking system," Human Factors, vol. 48, no. 4, pp. 805-821, Winter 2006.
-
(2006)
Human Factors
, vol.48
, Issue.4
, pp. 805-821
-
-
Zhang, H.1
Smith, M.R.H.2
Witt, G.J.3
-
11
-
-
85072436059
-
Development of a steering entropy method for evaluating driver workload
-
Detroit, MI, USA, Tech. Rep. 1999-01-0892, Mar.
-
O. Nakayama, T. Futami, T. Nakamura, and E. R. Boer, "Development of a steering entropy method for evaluating driver workload," Soc. Autom. Eng. (SAE), Detroit, MI, USA, Tech. Rep. 1999-01-0892, Mar. 1999.
-
(1999)
Soc. Autom. Eng. (SAE)
-
-
Nakayama, O.1
Futami, T.2
Nakamura, T.3
Boer, E.R.4
-
12
-
-
84873951914
-
Driver inattention detection methods: A review
-
S. Arun, K. Sundaraj, and M. Murugappan, "Driver inattention detection methods: A review," in Proc. IEEE Conf. Sustain. Utilization Dev. Eng. Technol., 2012, pp. 1-6.
-
(2012)
Proc. IEEE Conf. Sustain. Utilization Dev. Eng. Technol.
, pp. 1-6
-
-
Arun, S.1
Sundaraj, K.2
Murugappan, M.3
-
13
-
-
85007263669
-
Driver workload detection in on-road driving environment using machine learning
-
ser. Proceedings in Adaptation Learning and Optimization, vol. 4. Cham, Switzerland: Springer-Verlag
-
Y. Yang, H. Sun, T. Liu, G.-B. Huang, and O. Sourina, "Driver workload detection in on-road driving environment using machine learning," in Proc. ELM-2014 Volume 2, ser. Proceedings in Adaptation Learning and Optimization, vol. 4. Cham, Switzerland: Springer-Verlag, 2015, pp. 389-398.
-
(2015)
Proc. ELM-2014 Volume 2
, pp. 389-398
-
-
Yang, Y.1
Sun, H.2
Liu, T.3
Huang, G.-B.4
Sourina, O.5
-
14
-
-
85042799391
-
Gaze fixation system for the evaluation of driver distractions induced by IVIS
-
Sep.
-
P. Jiménez, L. Bergasa, J. Nuevo, N. Hernńdez, and I. Daza, "Gaze fixation system for the evaluation of driver distractions induced by IVIS," IEEE Trans. Intell. Transp. Syst., vol. 13, no. 3, pp. 1167-1178, Sep. 2012.
-
(2012)
IEEE Trans. Intell. Transp. Syst.
, vol.13
, Issue.3
, pp. 1167-1178
-
-
Jiménez, P.1
Bergasa, L.2
Nuevo, J.3
Hernńdez, N.4
Daza, I.5
-
16
-
-
84922478095
-
Predicting perceived visual and cognitive distractions of drivers with multimodal features
-
Feb.
-
N. Li and C. Busso, "Predicting perceived visual and cognitive distractions of drivers with multimodal features," IEEE Trans. Intell. Transp. Syst., vol. 16, no. 1, pp. 51-65, Feb. 2015.
-
(2015)
IEEE Trans. Intell. Transp. Syst.
, vol.16
, Issue.1
, pp. 51-65
-
-
Li, N.1
Busso, C.2
-
17
-
-
13344259938
-
Driver cognitive workload estimation: A data-driven perspective
-
Oct.
-
Y. Zhang, Y. Owechko, and J. Zhang, "Driver cognitive workload estimation: A data-driven perspective," in Proc. 7th Int. IEEE Conf. Intell. Transp. Syst., Oct. 2004, pp. 642-647.
-
(2004)
Proc. 7th Int. IEEE Conf. Intell. Transp. Syst.
, pp. 642-647
-
-
Zhang, Y.1
Owechko, Y.2
Zhang, J.3
-
18
-
-
34249865344
-
Real-time detection of driver cognitive distraction using support vector machines
-
Jun.
-
Y. Liang, M. L. Reyes, and J. D. Lee, "Real-time detection of driver cognitive distraction using support vector machines," IEEE Trans. Intell. Transp. Syst., vol. 8, no. 2, pp. 340-350, Jun. 2007.
-
(2007)
IEEE Trans. Intell. Transp. Syst.
, vol.8
, Issue.2
, pp. 340-350
-
-
Liang, Y.1
Reyes, M.L.2
Lee, J.D.3
-
19
-
-
40449084536
-
Nonintrusive detection of driver cognitive distraction in real time using Bayesian networks
-
Dec.
-
Y. Liang, J. D. Lee, and M. L. Reyes, "Nonintrusive detection of driver cognitive distraction in real time using Bayesian networks," J. Transp. Res. Rec., vol. 2018, no. 1, pp. 1-8, Dec. 2007.
-
(2007)
J. Transp. Res. Rec.
, vol.2018
, Issue.1
, pp. 1-8
-
-
Liang, Y.1
Lee, J.D.2
Reyes, M.L.3
-
20
-
-
79958176949
-
Online driver distraction detection using long short-term memory
-
Jun.
-
M. Wollmer et al., "Online driver distraction detection using long short-term memory," IEEE Trans. Intell. Transp. Syst., vol. 12, no. 2, pp. 574-582, Jun. 2011.
-
(2011)
IEEE Trans. Intell. Transp. Syst.
, vol.12
, Issue.2
, pp. 574-582
-
-
Wollmer, M.1
-
21
-
-
84878712470
-
Real-time detection system of driver distraction using machine learning
-
Jun.
-
F. Tango and M. Botta, "Real-time detection system of driver distraction using machine learning," IEEE Trans. Intell. Transp. Syst., vol. 14, no. 2, pp. 894-905, Jun. 2013.
-
(2013)
IEEE Trans. Intell. Transp. Syst.
, vol.14
, Issue.2
, pp. 894-905
-
-
Tango, F.1
Botta, M.2
-
22
-
-
84889672828
-
A hybrid Bayesian network approach to detect driver cognitive distraction
-
Jan.
-
Y. Liang and J. D. Lee, "A hybrid Bayesian network approach to detect driver cognitive distraction," Transp. Res. Part C, Emerging Technol., vol. 38, pp. 146-155, Jan. 2014.
-
(2014)
Transp. Res. Part C, Emerging Technol.
, vol.38
, pp. 146-155
-
-
Liang, Y.1
Lee, J.D.2
-
23
-
-
84883815415
-
Visual analysis of eye state and head pose for driver alertness monitoring
-
Sep.
-
R. Oyini Mbouna, S. G. Kong, and M.-G. Chun, "Visual analysis of eye state and head pose for driver alertness monitoring," IEEE Trans. Intell. Transp. Syst., vol. 14, no. 3, pp. 1462-1469, Sep. 2013.
-
(2013)
IEEE Trans. Intell. Transp. Syst.
, vol.14
, Issue.3
, pp. 1462-1469
-
-
Oyini Mbouna, R.1
Kong, S.G.2
Chun, M.-G.3
-
24
-
-
33745456231
-
-
Dept. Comput. Sci., Univ. Wisconsin-Madison, Madison, WI, USA, Tech. Rep. 1530
-
X. Zhu, "Semi-supervised learning literature survey," Dept. Comput. Sci., Univ. Wisconsin-Madison, Madison, WI, USA, Tech. Rep. 1530, 2005.
-
(2005)
Semi-supervised Learning Literature Survey
-
-
Zhu, X.1
-
25
-
-
33749252873
-
-
2nd ed. London, U.K.: MIT Press
-
O. Chapelle, B. Schölkopf, and A. Zien, Semi-Supervised Learning, 2nd ed. London, U.K.: MIT Press, 2006.
-
(2006)
Semi-Supervised Learning
-
-
Chapelle, O.1
Schölkopf, B.2
Zien, A.3
-
26
-
-
85141919230
-
Unsupervised word sense disambiguation rivaling supervised methods
-
D. Yarowsky, "Unsupervised word sense disambiguation rivaling supervised methods," in Proc. 33rd Annu. Meet. Assoc. Comput. Linguistics, 1995, pp. 189-196.
-
(1995)
Proc. 33rd Annu. Meet. Assoc. Comput. Linguistics
, pp. 189-196
-
-
Yarowsky, D.1
-
27
-
-
0001938951
-
Transductive inference for text classification using support vector machines
-
San Francisco, CA, USA
-
T. Joachims, "Transductive inference for text classification using support vector machines," in Proc.16th ICML, San Francisco, CA, USA, 1999, pp. 200-209.
-
(1999)
Proc.16th ICML
, pp. 200-209
-
-
Joachims, T.1
-
28
-
-
33749257143
-
A continuation method for semisupervised SVMs
-
New York, NY, USA
-
O. Chapelle, M. Chi, and A. Zien, "A continuation method for semisupervised SVMs," in Proc. 23rd ICML, New York, NY, USA, 2006, pp. 185-192.
-
(2006)
Proc. 23rd ICML
, pp. 185-192
-
-
Chapelle, O.1
Chi, M.2
Zien, A.3
-
29
-
-
33750729556
-
Manifold regularization: A geometric framework for learning from labeled and unlabeled examples
-
Dec.
-
M. Belkin, P. Niyogi, and V. Sindhwani, "Manifold regularization: A geometric framework for learning from labeled and unlabeled examples," J. Mach. Learn. Res., vol. 7, pp. 2399-2434, Dec. 2006.
-
(2006)
J. Mach. Learn. Res.
, vol.7
, pp. 2399-2434
-
-
Belkin, M.1
Niyogi, P.2
Sindhwani, V.3
-
30
-
-
84911944987
-
Semi-supervised and unsupervised extreme learning machines
-
Dec.
-
G. Huang, S. Song, J. Gupta, and C. Wu, "Semi-supervised and unsupervised extreme learning machines," IEEE Trans. Cybern., vol. 44, no. 12, pp. 2405-2417, Dec. 2014.
-
(2014)
IEEE Trans. Cybern.
, vol.44
, Issue.12
, pp. 2405-2417
-
-
Huang, G.1
Song, S.2
Gupta, J.3
Wu, C.4
-
31
-
-
77956345258
-
Driving safety monitoring using semisupervised learning on time series data
-
Sep.
-
J. Wang, S. Zhu, and Y. Gong, "Driving safety monitoring using semisupervised learning on time series data," IEEE Trans. Intell. Transp. Syst., vol. 11, no. 3, pp. 728-737, Sep. 2010.
-
(2010)
IEEE Trans. Intell. Transp. Syst.
, vol.11
, Issue.3
, pp. 728-737
-
-
Wang, J.1
Zhu, S.2
Gong, Y.3
-
32
-
-
84863357165
-
Adaptive regularization for transductive support vector machine
-
Y. Bengio, D. Schuurmans, J. Lafferty, C. Williams, and A. Culotta, Eds. Curran Associates
-
Z. Xu et al., "Adaptive regularization for transductive support vector machine," in Proc. 23rd Annu. Conf. NIPS, Y. Bengio, D. Schuurmans, J. Lafferty, C. Williams, and A. Culotta, Eds. Curran Associates, 2009, pp. 2125-2133.
-
(2009)
Proc. 23rd Annu. Conf. NIPS
, pp. 2125-2133
-
-
Xu, Z.1
-
33
-
-
84883822654
-
Semi-supervised clinical text classification with Laplacian SVMs: An application to cancer case management
-
Oct.
-
V. Garla, C. Taylor, and C. Brandt, "Semi-supervised clinical text classification with Laplacian SVMs: An application to cancer case management," J. Biomed. Informat., vol. 46, no. 5, pp. 869-875, Oct. 2013.
-
(2013)
J. Biomed. Informat.
, vol.46
, Issue.5
, pp. 869-875
-
-
Garla, V.1
Taylor, C.2
Brandt, C.3
-
34
-
-
67649685704
-
Semisupervised cloud screening with Laplacian SVM
-
L. Gómez-Chova, G. Camps-Vails, J. Muñoz-Marí, and J. Calpe, "Semisupervised cloud screening with Laplacian SVM," in Proc. IEEE Int. Geosci. Remote Sens. Symp., 2007, pp. 1521-1524.
-
(2007)
Proc. IEEE Int. Geosci. Remote Sens. Symp.
, pp. 1521-1524
-
-
Gómez-Chova, L.1
Camps-Vails, G.2
Muñoz-Marí, J.3
Calpe, J.4
-
35
-
-
84950267160
-
-
Ph.D. dissertation, Univ. Southampton, Southampton, U.K., Dec.
-
Y. Yang, "The effects of increased workload on driving performance and visual behaviour," Ph.D. dissertation, Univ. Southampton, Southampton, U.K., Dec. 2011.
-
(2011)
The Effects of Increased Workload on Driving Performance and Visual Behaviour
-
-
Yang, Y.1
-
36
-
-
84970039643
-
Detection of drivers distraction using semi-supervised extreme learning machine
-
ser. Proceedings in Adaptation Learning and Optimization, vol. 4. Cham, Switzerland: Springer-Verlag
-
T. Liu, Y. Yang, G.-B. Huang, and Z. Lin, "Detection of drivers distraction using semi-supervised extreme learning machine," in Proc. ELM-2014 Volume 2, ser. Proceedings in Adaptation Learning and Optimization, vol. 4. Cham, Switzerland: Springer-Verlag, 2015, pp. 379-387.
-
(2015)
Proc. ELM-2014 Volume 2
, pp. 379-387
-
-
Liu, T.1
Yang, Y.2
Huang, G.-B.3
Lin, Z.4
-
38
-
-
0003408420
-
-
Cambridge, MA, USA: MIT Press
-
B. Schölkopf and A. J. Smola, Learning With Kernels: Support Vector Machines, Regularization, Optimization, and Beyond. Cambridge, MA, USA: MIT Press, 2001.
-
(2001)
Learning with Kernels: Support Vector Machines, Regularization, Optimization, and beyond
-
-
Schölkopf, B.1
Smola, A.J.2
-
39
-
-
79955855934
-
Laplacian support vector machines trained in the primal
-
Feb.
-
S. Melacci and M. Belkin, "Laplacian support vector machines trained in the primal," J. Mach. Learn. Res., vol. 12, pp. 1149-1184, Feb. 2011.
-
(2011)
J. Mach. Learn. Res.
, vol.12
, pp. 1149-1184
-
-
Melacci, S.1
Belkin, M.2
-
40
-
-
33745903481
-
Extreme learning machine: Theory and applications
-
Dec.
-
G.-B. Huang, Q.-Y. Zhu, and C.-K. Siew, "Extreme learning machine: Theory and applications," Neurocomputing, vol. 70, no. 1-3, pp. 489-501, Dec. 2006.
-
(2006)
Neurocomputing
, vol.70
, Issue.1-3
, pp. 489-501
-
-
Huang, G.-B.1
Zhu, Q.-Y.2
Siew, C.-K.3
-
41
-
-
84859007933
-
Extreme learning machine for regression and multiclass classification
-
Apr.
-
G.-B. Huang, H. Zhou, X. Ding, and R. Zhang, "Extreme learning machine for regression and multiclass classification," IEEE Trans. Syst. Man. Cybern. Part B, Cybern., vol. 42, no. 2, pp. 513-529, Apr. 2012.
-
(2012)
IEEE Trans. Syst. Man. Cybern. Part B, Cybern.
, vol.42
, Issue.2
, pp. 513-529
-
-
Huang, G.-B.1
Zhou, H.2
Ding, X.3
Zhang, R.4
-
42
-
-
19744364228
-
Surrogate in-vehicle information systems and driver behaviour: Effects of visual and cognitive load in simulated rural driving
-
Mar.
-
A. H. Jamson and N. Merat, "Surrogate in-vehicle information systems and driver behaviour: Effects of visual and cognitive load in simulated rural driving," Transp. Res. Part F, Traffic Psychol. Behav., vol. 8, no. 2, pp. 79-96, Mar. 2005.
-
(2005)
Transp. Res. Part F, Traffic Psychol. Behav.
, vol.8
, Issue.2
, pp. 79-96
-
-
Jamson, A.H.1
Merat, N.2
-
44
-
-
0347858493
-
-
Fed. Highway Admin., Washington, DC, USA, Tech. Rep. FHWA-MCRT-98-006
-
D. F. Dinges and R. Grace, "PERCLOS: A valid psychophysiological measure of alertness as assessed by psychomotor vigilance," Fed. Highway Admin., Washington, DC, USA, Tech. Rep. FHWA-MCRT-98-006, 1998.
-
(1998)
PERCLOS: A Valid Psychophysiological Measure of Alertness As Assessed by Psychomotor Vigilance
-
-
Dinges, D.F.1
Grace, R.2
-
46
-
-
33749434592
-
-
Laboratoire PSI, INSA Rouen, France, Tech. Rep. FRE CNRS 2645
-
P. Leray and O. Francois, "BNT structure learning package: Documentation and experiments," Laboratoire PSI, INSA Rouen, France, Tech. Rep. FRE CNRS 2645, 2006.
-
(2006)
BNT Structure Learning Package: Documentation and Experiments
-
-
Leray, P.1
Francois, O.2
-
47
-
-
78651581007
-
-
Dept. Comput. Sci., Univ. Houston, Houston, TX, USA, Tech. Rep. UH-CS-06-10
-
N. Zeidat, C. F. Eick, and Z. Zhao, "Supervised clustering: Algorithms and applications," Dept. Comput. Sci., Univ. Houston, Houston, TX, USA, Tech. Rep. UH-CS-06-10, 2006.
-
(2006)
Supervised Clustering: Algorithms and Applications
-
-
Zeidat, N.1
Eick, C.F.2
Zhao, Z.3
-
49
-
-
34247849152
-
Training a support vector machine in the primal
-
May
-
O. Chapelle, "Training a support vector machine in the primal," Neural Comput., vol. 19, no. 5, pp. 1155-1178, May 2007.
-
(2007)
Neural Comput.
, vol.19
, Issue.5
, pp. 1155-1178
-
-
Chapelle, O.1
-
50
-
-
79955702502
-
LIBSVM: A library for support vector machines
-
May
-
C.-C. Chang and C.-J. Lin, "LIBSVM: A library for support vector machines," ACM Trans. Intell. Syst. Technol., vol. 2, no. 3, May 2011, Art. No. 27.
-
(2011)
ACM Trans. Intell. Syst. Technol.
, vol.2
, Issue.3
-
-
Chang, C.-C.1
Lin, C.-J.2
-
51
-
-
0003922190
-
-
2nd ed. Hoboken, NJ, USA:Wiley
-
R. O. Duda, P. E. Hart, and D. G. Stork, Pattern Classification, 2nd ed. Hoboken, NJ, USA:Wiley, 2000.
-
(2000)
Pattern Classification
-
-
Duda, R.O.1
Hart, P.E.2
Stork, D.G.3
-
52
-
-
84886483781
-
Influence of graph construction on semi-supervised learning
-
ser. Lecture Notes in Computer Science, Berlin, Germany: Springer-Verlag
-
C. A. R. de Sousa, S. O. Rezende, and G. E. A. P. A. Batista, "Influence of graph construction on semi-supervised learning," in Machine Learning and Knowledge Discovery in Databases, ser. Lecture Notes in Computer Science, vol. 8190. Berlin, Germany: Springer-Verlag, 2013, pp. 160-175.
-
(2013)
Machine Learning and Knowledge Discovery in Databases
, vol.8190
, pp. 160-175
-
-
De Sousa, C.A.R.1
Rezende, S.O.2
Batista, G.E.A.P.A.3
|