-
1
-
-
0000013152
-
On the statistical analysis of dirty pictures
-
Besag, J., On the statistical analysis of dirty pictures. J. Roy. Stat. Soc. Ser. B 48 (1986), 259–302.
-
(1986)
J. Roy. Stat. Soc. Ser. B
, vol.48
, pp. 259-302
-
-
Besag, J.1
-
2
-
-
84998603564
-
A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models
-
Technical Report TR-97-021. International Computer Science Institute.
-
Bilmes, J.A., 1997. A Gentle Tutorial of the EM Algorithm and its Application to Parameter Estimation for Gaussian Mixture and Hidden Markov Models. Technical Report TR-97-021. International Computer Science Institute.
-
(1997)
-
-
Bilmes, J.A.1
-
3
-
-
77950819108
-
Empirical analysis of ambulance travel times: the case of Calgary emergency medical services
-
Budge, S., Ingolfsson, A., Zerom, D., Empirical analysis of ambulance travel times: the case of Calgary emergency medical services. Manage. Sci. 56 (2010), 716–723.
-
(2010)
Manage. Sci.
, vol.56
, pp. 716-723
-
-
Budge, S.1
Ingolfsson, A.2
Zerom, D.3
-
4
-
-
85008168793
-
Improving maximum likelihood estimation with prior probabilities: a tutorial on maximum a posteriori estimation and an examination of the Weibull distribution
-
Cousineau, D., Helie, S., Improving maximum likelihood estimation with prior probabilities: a tutorial on maximum a posteriori estimation and an examination of the Weibull distribution. Tutorials Quant. Methods Psychol. 9:2 (2013), 61–71.
-
(2013)
Tutorials Quant. Methods Psychol.
, vol.9
, Issue.2
, pp. 61-71
-
-
Cousineau, D.1
Helie, S.2
-
5
-
-
84901223947
-
Customizable route planning in road networks, Transp
-
Sci. (in press).
-
Delling, D., Goldberg, A.V., Pajor, T., Werneck, R.F., 2015. Customizable route planning in road networks, Transp. Sci. (in press).
-
(2015)
-
-
Delling, D.1
Goldberg, A.V.2
Pajor, T.3
Werneck, R.F.4
-
6
-
-
38849174747
-
Ambulance location for maximum survival
-
Erkut, E., Ingolfsson, A., Erdogan, G., Ambulance location for maximum survival. Naval Res. Logist. (NRL) 55 (2007), 42–58.
-
(2007)
Naval Res. Logist. (NRL)
, vol.55
, pp. 42-58
-
-
Erkut, E.1
Ingolfsson, A.2
Erdogan, G.3
-
7
-
-
84867086419
-
Prior distributions for variance parameters in hierarchical models (comment on article by Brown and Draper)
-
Gelman, A., Prior distributions for variance parameters in hierarchical models (comment on article by Brown and Draper). Bayesian Anal. 1 (2006), 515–534.
-
(2006)
Bayesian Anal.
, vol.1
, pp. 515-534
-
-
Gelman, A.1
-
8
-
-
85053970271
-
Bayesian Data Analysis
-
third ed. CRC Press Boca Raton, FL
-
Gelman, A., Carlin, J.B., Stern, H.S., Dunson, D.B., Vehtari, A., Rubin, D.B., Bayesian Data Analysis. third ed., 2013, CRC Press, Boca Raton, FL.
-
(2013)
-
-
Gelman, A.1
Carlin, J.B.2
Stern, H.S.3
Dunson, D.B.4
Vehtari, A.5
Rubin, D.B.6
-
9
-
-
33847399672
-
Probabilistic forecasts, calibration, and sharpness
-
Gneiting, T., Balabdaoui, F., Raftery, A.E., Probabilistic forecasts, calibration, and sharpness. J. Roy. Stat. Soc. Ser. B 69 (2007), 243–268.
-
(2007)
J. Roy. Stat. Soc. Ser. B
, vol.69
, pp. 243-268
-
-
Gneiting, T.1
Balabdaoui, F.2
Raftery, A.E.3
-
10
-
-
46449129745
-
Applications of the Iterated Conditional Modes algorithm for motion estimation in medical image sequences
-
IEEE
-
Grava, C., Gacsadi, A., Gordan, C., Grava, A.-M., Gavrilut, I., Applications of the Iterated Conditional Modes algorithm for motion estimation in medical image sequences. International Symposium on Signals, Circuits, and Systems, 2007, IEEE.
-
(2007)
International Symposium on Signals, Circuits, and Systems
-
-
Grava, C.1
Gacsadi, A.2
Gordan, C.3
Grava, A.-M.4
Gavrilut, I.5
-
11
-
-
84870552021
-
Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network
-
Hofleitner, A., Herring, R., Abbeel, P., Bayen, A., Learning the dynamics of arterial traffic from probe data using a dynamic Bayesian network. IEEE Trans. Intell. Transp. Syst. 13 (2012), 1679–1693.
-
(2012)
IEEE Trans. Intell. Transp. Syst.
, vol.13
, pp. 1679-1693
-
-
Hofleitner, A.1
Herring, R.2
Abbeel, P.3
Bayen, A.4
-
12
-
-
84865748237
-
Arterial travel time forecast with streaming data: a hybrid approach of flow modeling and machine learning
-
Hofleitner, A., Herring, R., Bayen, A., Arterial travel time forecast with streaming data: a hybrid approach of flow modeling and machine learning. Transp. Res. Part B 46 (2012), 1097–1122.
-
(2012)
Transp. Res. Part B
, vol.46
, pp. 1097-1122
-
-
Hofleitner, A.1
Herring, R.2
Bayen, A.3
-
13
-
-
70350579633
-
Prediction, expectation, and surprise: methods, designs, and study of a deployed traffic forecasting service
-
AUAI Press Arlington, Virginia
-
Horvitz, E., Apacible, J., Sarin, R., Liao, L., Prediction, expectation, and surprise: methods, designs, and study of a deployed traffic forecasting service. Proceedings of the Conference on Uncertainty in Artificial Intelligence, 2005, AUAI Press, Arlington, Virginia, 275–283.
-
(2005)
Proceedings of the Conference on Uncertainty in Artificial Intelligence
, pp. 275-283
-
-
Horvitz, E.1
Apacible, J.2
Sarin, R.3
Liao, L.4
-
14
-
-
84898829865
-
The path inference filter: model-based low-latency map matching of probe vehicle data
-
Hunter, T., Abbeel, P., Bayen, A.M., The path inference filter: model-based low-latency map matching of probe vehicle data. IEEE Trans. Intell. Transp. Syst. 15:2 (2014), 507–529.
-
(2014)
IEEE Trans. Intell. Transp. Syst.
, vol.15
, Issue.2
, pp. 507-529
-
-
Hunter, T.1
Abbeel, P.2
Bayen, A.M.3
-
15
-
-
84885584298
-
Large-scale estimation in cyberphysical systems using streaming data: a case study with arterial traffic estimation
-
Hunter, T., Das, T., Zaharia, M., Abbeel, P., Bayen, A., Large-scale estimation in cyberphysical systems using streaming data: a case study with arterial traffic estimation. IEEE Trans. Autom. Sci. Eng. 10 (2013), 884–898.
-
(2013)
IEEE Trans. Autom. Sci. Eng.
, vol.10
, pp. 884-898
-
-
Hunter, T.1
Das, T.2
Zaharia, M.3
Abbeel, P.4
Bayen, A.5
-
16
-
-
82155178239
-
Path and travel time inference from GPS probe vehicle data
-
Hunter, T., Herring, R., Abbeel, P., Bayen, A., Path and travel time inference from GPS probe vehicle data. Neural Information Processing Systems, Vancouver, Canada, 2009.
-
(2009)
Neural Information Processing Systems, Vancouver, Canada
-
-
Hunter, T.1
Herring, R.2
Abbeel, P.3
Bayen, A.4
-
17
-
-
84938670054
-
Arriving on Time: Estimating Travel Time Distributions on Large-scale Road Networks
-
Technical Report. Available from: 1302.6617 <>.
-
Hunter, T., Hofleitner, A., Reilly, J., Krichene, W., Thai, J., Kouvelas, A., Abbeel, P., Bayen, A., 2013. Arriving on Time: Estimating Travel Time Distributions on Large-scale Road Networks. Technical Report. Available from: < 1302.6617>.
-
(2013)
-
-
Hunter, T.1
Hofleitner, A.2
Reilly, J.3
Krichene, W.4
Thai, J.5
Kouvelas, A.6
Abbeel, P.7
Bayen, A.8
-
18
-
-
84893874008
-
An Introduction to Statistical Learning with Applications in R
-
Springer New York
-
James, G., Witten, D., Hastie, T., Tibshirani, R., An Introduction to Statistical Learning with Applications in R. 2013, Springer, New York.
-
(2013)
-
-
James, G.1
Witten, D.2
Hastie, T.3
Tibshirani, R.4
-
19
-
-
84860882471
-
The value of travel time variability with trip chains, flexible scheduling, and correlated travel times
-
Jenelius, E., The value of travel time variability with trip chains, flexible scheduling, and correlated travel times. Transp. Res. Part B 46 (2012), 762–780.
-
(2012)
Transp. Res. Part B
, vol.46
, pp. 762-780
-
-
Jenelius, E.1
-
20
-
-
84877065195
-
Travel time estimation for urban road networks using low frequency probe vehicle data
-
Jenelius, E., Koutsopoulos, H.N., Travel time estimation for urban road networks using low frequency probe vehicle data. Transp. Res. Part B 53 (2013), 64–81.
-
(2013)
Transp. Res. Part B
, vol.53
, pp. 64-81
-
-
Jenelius, E.1
Koutsopoulos, H.N.2
-
21
-
-
84910647483
-
Probe vehicle data sampled by time or space: implications for travel time allocation and estimation
-
Jenelius, E., Koutsopoulos, H.N., Probe vehicle data sampled by time or space: implications for travel time allocation and estimation. Transp. Res. Part B 71 (2015), 120–137.
-
(2015)
Transp. Res. Part B
, vol.71
, pp. 120-137
-
-
Jenelius, E.1
Koutsopoulos, H.N.2
-
22
-
-
51249111595
-
Toward community sensing
-
Krause, A., Horvitz, E., Kansal, A., Zhao, F., Toward community sensing. Proceedings of ISPN 2008, International Conference on Information Processing in Sensor Networks, St. Louis, Missouri, 2008.
-
(2008)
Proceedings of ISPN 2008, International Conference on Information Processing in Sensor Networks, St. Louis, Missouri
-
-
Krause, A.1
Horvitz, E.2
Kansal, A.3
Zhao, F.4
-
23
-
-
84887994068
-
EMMIXuskew: an R package for fitting mixtures of multivariate skew t distributions via the EM algorithm
-
Lee, S.X., McLachlan, G.J., EMMIXuskew: an R package for fitting mixtures of multivariate skew t distributions via the EM algorithm. J. Stat. Softw. 55:12 (2013), 1–22.
-
(2013)
J. Stat. Softw.
, vol.55
, Issue.12
, pp. 1-22
-
-
Lee, S.X.1
McLachlan, G.J.2
-
24
-
-
0008602520
-
ML estimation of the multivariate t distribution and the EM algorithm
-
Liu, C., ML estimation of the multivariate t distribution and the EM algorithm. J. Multivariate Anal. 63 (1997), 296–312.
-
(1997)
J. Multivariate Anal.
, vol.63
, pp. 296-312
-
-
Liu, C.1
-
25
-
-
0000251971
-
Maximum likelihood via the ECM algorithm: a general framework
-
Meng, X.-L., Rubin, D.B., Maximum likelihood via the ECM algorithm: a general framework. Biometrika 80 (1993), 267–278.
-
(1993)
Biometrika
, vol.80
, pp. 267-278
-
-
Meng, X.-L.1
Rubin, D.B.2
-
26
-
-
85008168876
-
-
Predictive Analytics for Traffic: Machine Learning and Intelligence for Sensing, Inferring, and Forecasting Traffic Flows. <>.
-
Microsoft Research, 2012. Predictive Analytics for Traffic: Machine Learning and Intelligence for Sensing, Inferring, and Forecasting Traffic Flows. < http://research.microsoft.com/en-us/projects/clearflow>.
-
(2012)
-
-
-
27
-
-
74049161174
-
Hidden Markov map matching through noise and sparseness
-
Association for Computing Machinery Seattle, WA
-
Newson, P., Krumm, J., Hidden Markov map matching through noise and sparseness. 17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems, 2009, Association for Computing Machinery, Seattle, WA, 336–343.
-
(2009)
17th ACM SIGSPATIAL International Conference on Advances in Geographic Information Systems
, pp. 336-343
-
-
Newson, P.1
Krumm, J.2
-
28
-
-
84940462344
-
Non-parametric estimation of route travel time distributions from low-frequency floating car data
-
Rahmani, M., Jenelius, E., Koutsopoulos, H.N., Non-parametric estimation of route travel time distributions from low-frequency floating car data. Transp. Res. Part C 58 (2015), 343–362.
-
(2015)
Transp. Res. Part C
, vol.58
, pp. 343-362
-
-
Rahmani, M.1
Jenelius, E.2
Koutsopoulos, H.N.3
-
29
-
-
84867613893
-
On the estimation of arterial route travel time distribution with Markov chains
-
Ramezani, M., Geroliminis, N., On the estimation of arterial route travel time distribution with Markov chains. Transp. Res. Part B 46 (2012), 1576–1590.
-
(2012)
Transp. Res. Part B
, vol.46
, pp. 1576-1590
-
-
Ramezani, M.1
Geroliminis, N.2
-
30
-
-
84855733405
-
Artificial Intelligence: A Modern Approach
-
third ed. Pearson Education UK
-
Russell, S., Norvig, P., Artificial Intelligence: A Modern Approach. third ed., 2009, Pearson Education, UK.
-
(2009)
-
-
Russell, S.1
Norvig, P.2
-
31
-
-
80054790375
-
A tractable class of algorithms for reliable routing in stochastic networks
-
Samaranayake, S., Blandin, S., Bayen, A., A tractable class of algorithms for reliable routing in stochastic networks. Transp. Res. Part C 20 (2012), 199–217.
-
(2012)
Transp. Res. Part C
, vol.20
, pp. 199-217
-
-
Samaranayake, S.1
Blandin, S.2
Bayen, A.3
-
32
-
-
85008147980
-
-
Travel Time Reliability: Making it There on Time, Every Time. Technical Report. U.S. Department of Transportation. <>.
-
Texas Transportation Institute, 2015. Travel Time Reliability: Making it There on Time, Every Time. Technical Report. U.S. Department of Transportation. < http://www.ops.fhwa.dot.gov/publications/tt_reliability/index.htm>.
-
(2015)
-
-
-
33
-
-
84879522589
-
Travel time estimation for ambulances using Bayesian data augmentation
-
Westgate, B.S., Woodard, D.B., Matteson, D.S., Henderson, S.G., Travel time estimation for ambulances using Bayesian data augmentation. Ann. Appl. Stat. 7 (2013), 1139–1161.
-
(2013)
Ann. Appl. Stat.
, vol.7
, pp. 1139-1161
-
-
Westgate, B.S.1
Woodard, D.B.2
Matteson, D.S.3
Henderson, S.G.4
-
34
-
-
84960433929
-
Large-network travel time distribution estimation for ambulances
-
Westgate, B.S., Woodard, D.B., Matteson, D.S., Henderson, S.G., Large-network travel time distribution estimation for ambulances. Eur. J. Oper. Res. 252 (2016), 322–333.
-
(2016)
Eur. J. Oper. Res.
, vol.252
, pp. 322-333
-
-
Westgate, B.S.1
Woodard, D.B.2
Matteson, D.S.3
Henderson, S.G.4
-
35
-
-
84879246601
-
Convergence rate of Markov chain methods for genomic motif discovery
-
Woodard, D.B., Rosenthal, J.S., Convergence rate of Markov chain methods for genomic motif discovery. Ann. Stat. 41 (2013), 91–124.
-
(2013)
Ann. Stat.
, vol.41
, pp. 91-124
-
-
Woodard, D.B.1
Rosenthal, J.S.2
-
36
-
-
77951234869
-
A traffic model for velocity data assimilation
-
Work, D.B., Blandin, S., Tossavainen, O.-P., Piccoli, B., Bayen, A.M., A traffic model for velocity data assimilation. Appl. Math. Res. eXpress 2010:1 (2010), 1–35.
-
(2010)
Appl. Math. Res. eXpress
, vol.2010
, Issue.1
, pp. 1-35
-
-
Work, D.B.1
Blandin, S.2
Tossavainen, O.-P.3
Piccoli, B.4
Bayen, A.M.5
|