-
1
-
-
1842480288
-
Predicting injury severity levels in traffic crashes: a modeling comparison
-
Abdel-Aty M.A., Abdelwahab H.T. Predicting injury severity levels in traffic crashes: a modeling comparison. Journal of Transportation Engineering 2004, 130(2):204-210.
-
(2004)
Journal of Transportation Engineering
, vol.130
, Issue.2
, pp. 204-210
-
-
Abdel-Aty, M.A.1
Abdelwahab, H.T.2
-
2
-
-
0036957692
-
Artificial neural networks and logit models for traffic safety analysis of toll plazas
-
Abdelwahab H.T., Abdel-Aty M.A. Artificial neural networks and logit models for traffic safety analysis of toll plazas. Transportation Research Record 2002, 1784:115-125.
-
(2002)
Transportation Research Record
, vol.1784
, pp. 115-125
-
-
Abdelwahab, H.T.1
Abdel-Aty, M.A.2
-
3
-
-
0033340740
-
Enhancing the universality and transferability of freeway incident detection using a Bayesian-based neural network
-
Abdulhai B., Ritchie S.G. Enhancing the universality and transferability of freeway incident detection using a Bayesian-based neural network. Journal of Transportation Research - Part C: Emerging Technologies 1999, 7(5):261-280.
-
(1999)
Journal of Transportation Research - Part C: Emerging Technologies
, vol.7
, Issue.5
, pp. 261-280
-
-
Abdulhai, B.1
Ritchie, S.G.2
-
6
-
-
0000501656
-
Information theory and the extension of the maximum likelihood principle
-
Academia Kiado, Budapest, B.N. Petrov, F. Csaki (Eds.)
-
Akaike H. Information theory and the extension of the maximum likelihood principle. Second International Symposium on Information Theory 1973, 267-281. Academia Kiado, Budapest. B.N. Petrov, F. Csaki (Eds.).
-
(1973)
Second International Symposium on Information Theory
, pp. 267-281
-
-
Akaike, H.1
-
7
-
-
0343370766
-
A novel approach for traffic accident analysis and prediction using artificial neural networks
-
Al-Alawi S., Ali G., Bakheit C. A novel approach for traffic accident analysis and prediction using artificial neural networks. Road Transport Research 1996, 5:118-128.
-
(1996)
Road Transport Research
, vol.5
, pp. 118-128
-
-
Al-Alawi, S.1
Ali, G.2
Bakheit, C.3
-
8
-
-
0035726967
-
Which method is better for developing freight planning models at seaports: neural networks or multiple regression?
-
Al-Deek H.M. Which method is better for developing freight planning models at seaports: neural networks or multiple regression?. Journal of the Transportation Research Board 2001, 1763:90-97.
-
(2001)
Journal of the Transportation Research Board
, vol.1763
, pp. 90-97
-
-
Al-Deek, H.M.1
-
9
-
-
85029848530
-
-
Arbib, M.A. (Ed.), The Handbook of Brain Theory and Neural Networks. MIT Press/Bradford Books,
-
Amari, S., 1995. In: Arbib, M.A. (Ed.), The Handbook of Brain Theory and Neural Networks. MIT Press/Bradford Books, pp. 522-526.
-
(1995)
, pp. 522-552
-
-
Amari, S.1
-
11
-
-
0033105287
-
Model selection in neural networks
-
Anders U., Korn O. Model selection in neural networks. Neural Networks 1999, 12:309-333.
-
(1999)
Neural Networks
, vol.12
, pp. 309-333
-
-
Anders, U.1
Korn, O.2
-
12
-
-
33947598183
-
Development of transport mode choice model by using adaptive neuro-fuzzy inference system
-
Andrade K., Uchida K., Kagaya S. Development of transport mode choice model by using adaptive neuro-fuzzy inference system. Transportation Research Record 2006, 1977:295-304.
-
(2006)
Transportation Research Record
, vol.1977
, pp. 295-304
-
-
Andrade, K.1
Uchida, K.2
Kagaya, S.3
-
14
-
-
0035372090
-
Reinforcement learning in neural fuzzy traffic signal control
-
Bingham E. Reinforcement learning in neural fuzzy traffic signal control. European Journal of Operational Research 2001, 131(2):232-241.
-
(2001)
European Journal of Operational Research
, vol.131
, Issue.2
, pp. 232-241
-
-
Bingham, E.1
-
15
-
-
0003487601
-
Neural Networks for Pattern Recognition
-
Oxford University Press, ISBN:0-19-853864-2.
-
Bishop, Ch.M., 1995. Neural Networks for Pattern Recognition. Oxford University Press, ISBN:0-19-853864-2.
-
(1995)
-
-
Bishop, Ch.M.1
-
16
-
-
0000245743
-
Statistical modeling: the two cultures
-
Breiman L. Statistical modeling: the two cultures. Statistical Science 2001, 16:199-231.
-
(2001)
Statistical Science
, vol.16
, pp. 199-231
-
-
Breiman, L.1
-
17
-
-
57449100830
-
Prediction of hourly air pollutant concentrations near urban arterials using artificial neural network approach
-
Cai M., Yin Y., Xie M. Prediction of hourly air pollutant concentrations near urban arterials using artificial neural network approach. Transportation Research Part D: Transport and Environment 2009, 14(1):32-41.
-
(2009)
Transportation Research Part D: Transport and Environment
, vol.14
, Issue.1
, pp. 32-41
-
-
Cai, M.1
Yin, Y.2
Xie, M.3
-
18
-
-
19544394397
-
Multilayer feedforward networks for transportation mode choice analysis: an analysis and a comparison with random utility models
-
Cantarella G.E., de Luca S. Multilayer feedforward networks for transportation mode choice analysis: an analysis and a comparison with random utility models. Transportation Research Part C 2005, 13:121-155.
-
(2005)
Transportation Research Part C
, vol.13
, pp. 121-155
-
-
Cantarella, G.E.1
de Luca, S.2
-
19
-
-
1942437548
-
Modeling freight distribution using artificial neural networks
-
Celik H.M. Modeling freight distribution using artificial neural networks. Journal of Transport Geography 2004, 12:141-148.
-
(2004)
Journal of Transport Geography
, vol.12
, pp. 141-148
-
-
Celik, H.M.1
-
20
-
-
33745813161
-
Application of radial basis function and generalized regression neural networks in non-linear utility function specification for travel mode choice modeling
-
Celikoglu H.B. Application of radial basis function and generalized regression neural networks in non-linear utility function specification for travel mode choice modeling. Mathematical and Computer Modelling 2006, 44:640-658.
-
(2006)
Mathematical and Computer Modelling
, vol.44
, pp. 640-658
-
-
Celikoglu, H.B.1
-
21
-
-
33750949227
-
Modelling public transport trips by radial basis function neural, networks
-
Celikoglu H.B., Cigizoglu H.K. Modelling public transport trips by radial basis function neural, networks. Mathematical and Computer Modelling 2007, 45:480-489.
-
(2007)
Mathematical and Computer Modelling
, vol.45
, pp. 480-489
-
-
Celikoglu, H.B.1
Cigizoglu, H.K.2
-
22
-
-
27544497495
-
Analysis of freeway accident frequencies: negative binomial regression versus artificial neural network
-
Chang L.-Y. Analysis of freeway accident frequencies: negative binomial regression versus artificial neural network. Safety Science 2005, 43:541-557.
-
(2005)
Safety Science
, vol.43
, pp. 541-557
-
-
Chang, L.-Y.1
-
23
-
-
35248870046
-
Prediction of ambient carbon monoxide concentration using nonlinear time series analysis technique
-
Chelani A.B., Devotta S. Prediction of ambient carbon monoxide concentration using nonlinear time series analysis technique. Transportation Research Part D 2007, 12:596-600.
-
(2007)
Transportation Research Part D
, vol.12
, pp. 596-600
-
-
Chelani, A.B.1
Devotta, S.2
-
24
-
-
0035567818
-
A study of hybrid neural network approaches and the effects of missing data on traffic forecasting
-
Chen H., Grant-Muller S., Mussone L., Montgomery F. A study of hybrid neural network approaches and the effects of missing data on traffic forecasting. Neural Computing & Applications 2001, 10:277-286.
-
(2001)
Neural Computing & Applications
, vol.10
, pp. 277-286
-
-
Chen, H.1
Grant-Muller, S.2
Mussone, L.3
Montgomery, F.4
-
25
-
-
84972539015
-
Neural networks: a review from a statistical perspective
-
Cheng B., Titterington D.M. Neural networks: a review from a statistical perspective. Statistical Science 1994, 9:2-54.
-
(1994)
Statistical Science
, vol.9
, pp. 2-54
-
-
Cheng, B.1
Titterington, D.M.2
-
26
-
-
0029416188
-
Automated detection of lane blocking freeway incidents using artificial neural networks
-
Cheu R.L., Ritchie S.G. Automated detection of lane blocking freeway incidents using artificial neural networks. Transportation Research Part C: Emerging Technologies 1995, 3(6):371-388.
-
(1995)
Transportation Research Part C: Emerging Technologies
, vol.3
, Issue.6
, pp. 371-388
-
-
Cheu, R.L.1
Ritchie, S.G.2
-
27
-
-
33846543298
-
Forecasting shared-use vehicle trips with neural networks and support vector machines
-
Cheu R.L., Xu J., Kek A.G.H., Lim W.P., Chen W.L. Forecasting shared-use vehicle trips with neural networks and support vector machines. Transportation Research Record: Journal of the Transportation Research Board 2006, 1968:40-46.
-
(2006)
Transportation Research Record: Journal of the Transportation Research Board
, vol.1968
, pp. 40-46
-
-
Cheu, R.L.1
Xu, J.2
Kek, A.G.H.3
Lim, W.P.4
Chen, W.L.5
-
32
-
-
34547500149
-
Modeling drivers' compliance and route choice behavior in response to travel information
-
Dia H., Panwai S. Modeling drivers' compliance and route choice behavior in response to travel information. Nonlinear Dynamics 2007, 49:493-509.
-
(2007)
Nonlinear Dynamics
, vol.49
, pp. 493-509
-
-
Dia, H.1
Panwai, S.2
-
33
-
-
45849138568
-
Adaptive hybrid fuzzy rule-based system approach for modeling and predicting urban traffic flow
-
Dimitriou L., Tsekeris T., Stathopoulos Adaptive hybrid fuzzy rule-based system approach for modeling and predicting urban traffic flow. Transportation Research Part C 2008, 16:554-573.
-
(2008)
Transportation Research Part C
, vol.16
, pp. 554-573
-
-
Dimitriou, L.1
Tsekeris, T.S.2
-
35
-
-
0003708406
-
Spline Smoothing and Nonparametric Regression of Statistics, Textbooks and Monographs, Marcel Dekker
-
Eubank, R.L., 1988. Spline Smoothing and Nonparametric Regression of Statistics, Textbooks and Monographs, vol. 90. Marcel Dekker.
-
(1988)
, vol.90
-
-
Eubank, R.L.1
-
36
-
-
0029342676
-
Roadway seasonal classification using neural networks
-
Faghri A., Hua J. Roadway seasonal classification using neural networks. Journal of Computing in Civil Engineering 1995, 9(3):209-215.
-
(1995)
Journal of Computing in Civil Engineering
, vol.9
, Issue.3
, pp. 209-215
-
-
Faghri, A.1
Hua, J.2
-
37
-
-
0012320945
-
Statistical evaluation of neural network experiments: minimum requirements and current practice
-
Proceedings of the 13th European Meeting on Cybernetics and Systems Research, Austrian Society for Cybernetic Studies, Vienna,
-
Flexer, A., 1996. Statistical evaluation of neural network experiments: minimum requirements and current practice. In: Proceedings of the 13th European Meeting on Cybernetics and Systems Research, Austrian Society for Cybernetic Studies, Vienna, vol. 2, pp. 1005-1008.
-
(1996)
, vol.2
, pp. 1005-1008
-
-
Flexer, A.1
-
38
-
-
0029735845
-
A fuzzy expert system for damage assessment using genetic algorithms and neural networks
-
Furuta H., He J., Watanabe E. A fuzzy expert system for damage assessment using genetic algorithms and neural networks. Microcomputers in Civil Engineering 1996, 11(1):37-45.
-
(1996)
Microcomputers in Civil Engineering
, vol.11
, Issue.1
, pp. 37-45
-
-
Furuta, H.1
He, J.2
Watanabe, E.3
-
39
-
-
5744254980
-
Decision framework for pavement friction management of airport runways
-
Fwa T.F., Chan W.T., Lim C.T. Decision framework for pavement friction management of airport runways. Journal of Transportation Engineering 1997, 123(6):429-435.
-
(1997)
Journal of Transportation Engineering
, vol.123
, Issue.6
, pp. 429-435
-
-
Fwa, T.F.1
Chan, W.T.2
Lim, C.T.3
-
40
-
-
21744454917
-
Statistical themes and lessons for data mining
-
Glymour C., Madigan D., Pregibon D., Smyth P. Statistical themes and lessons for data mining. Data Mining and Knowledge Discovery 1997, 1(1):11-28.
-
(1997)
Data Mining and Knowledge Discovery
, vol.1
, Issue.1
, pp. 11-28
-
-
Glymour, C.1
Madigan, D.2
Pregibon, D.3
Smyth, P.4
-
42
-
-
0034346069
-
Data mining, new challenges for statisticians
-
Hand D.J. Data mining, new challenges for statisticians. Social Science Computer Review 2000, 18(4):442-449.
-
(2000)
Social Science Computer Review
, vol.18
, Issue.4
, pp. 442-449
-
-
Hand, D.J.1
-
43
-
-
0000167895
-
Back-propagation: some comments and variations
-
Lawrence Erlbaum, NJ, D.E. Rumelhart, C. Yves (Eds.)
-
Hanson S.J. Back-propagation: some comments and variations. Back-propagation: Theory, Architecture, and Applications 1995, 237-271. Lawrence Erlbaum, NJ. D.E. Rumelhart, C. Yves (Eds.).
-
(1995)
Back-propagation: Theory, Architecture, and Applications
, pp. 237-271
-
-
Hanson, S.J.1
-
44
-
-
0029539587
-
A neural network for transportation safety modeling
-
Hashemi R.R., Le bBanc L.A., Rucks C.T., Shearry A. A neural network for transportation safety modeling. Expert Systems with Applications 1995, 9(3):247-256.
-
(1995)
Expert Systems with Applications
, vol.9
, Issue.3
, pp. 247-256
-
-
Hashemi, R.R.1
Le bBanc, L.A.2
Rucks, C.T.3
Shearry, A.4
-
46
-
-
0034286954
-
A comparison of the predictive potential of artificial neural networks and nested logit models for commuter mode choice
-
Hensher D.A., Ton T.T. A comparison of the predictive potential of artificial neural networks and nested logit models for commuter mode choice. Transportation Research Part E 2000, 36(3):155-172.
-
(2000)
Transportation Research Part E
, vol.36
, Issue.3
, pp. 155-172
-
-
Hensher, D.A.1
Ton, T.T.2
-
47
-
-
85029848757
-
Neural networks approach to travel behavior in public transport networks
-
TRB (Ed.), TRB Annual Meeting pre-print CD-rom, Washington DC:
-
Hoogendoorn, S.P., Hoogendoorn-Lanser, S., 2001. Neural networks approach to travel behavior in public transport networks. In: TRB (Ed.), TRB Annual Meeting pre-print CD-rom, Washington DC: Transportation Research Board.
-
(2001)
Transportation Research Board
-
-
Hoogendoorn, S.P.1
Hoogendoorn-Lanser, S.2
-
48
-
-
0000584468
-
Modeling dual carriageway lane changing using neural networks
-
Hunt J.G., Lyons G.D. Modeling dual carriageway lane changing using neural networks. Transportation Research Part C 1994, 2(4):231-245.
-
(1994)
Transportation Research Part C
, vol.2
, Issue.4
, pp. 231-245
-
-
Hunt, J.G.1
Lyons, G.D.2
-
49
-
-
0032162884
-
Data fusion of fixed detection and probe vehicle data for incident detection
-
Ivan J.N., Sethi V. Data fusion of fixed detection and probe vehicle data for incident detection. Computer-aided Civil & Infrastructure Engineering 1998, 13(5):329-337.
-
(1998)
Computer-aided Civil & Infrastructure Engineering
, vol.13
, Issue.5
, pp. 329-337
-
-
Ivan, J.N.1
Sethi, V.2
-
50
-
-
33646002027
-
Bus arrival time prediction model for real-time applications
-
Jeong R., Rilett L.R. Bus arrival time prediction model for real-time applications. Transportation Research Record 2005, 1927:195-204.
-
(2005)
Transportation Research Record
, vol.1927
, pp. 195-204
-
-
Jeong, R.1
Rilett, L.R.2
-
51
-
-
26444571471
-
Dynamic wavelet neural network model for traffic flow forecasting
-
Jiang X., Adeli H. Dynamic wavelet neural network model for traffic flow forecasting. Journal of Transportation Engineering 2005, 131(10):771-779.
-
(2005)
Journal of Transportation Engineering
, vol.131
, Issue.10
, pp. 771-779
-
-
Jiang, X.1
Adeli, H.2
-
52
-
-
0036532656
-
Development and adaptation of constructive probabilistic neural network in freeway incident detection
-
Jin X., Cheu R.L., Srinivasan D. Development and adaptation of constructive probabilistic neural network in freeway incident detection. Transportation Research Part C: Emerging Technologies 2002, 10(2):121-147.
-
(2002)
Transportation Research Part C: Emerging Technologies
, vol.10
, Issue.2
, pp. 121-147
-
-
Jin, X.1
Cheu, R.L.2
Srinivasan, D.3
-
53
-
-
0028467319
-
Comparison of traditional and neural classifiers for pavement-crack detection
-
Kaseko M.S., Lo Z.-P., Ritchie S.G. Comparison of traditional and neural classifiers for pavement-crack detection. Journal of Transportation Engineering 1994, 120(4):552-569.
-
(1994)
Journal of Transportation Engineering
, vol.120
, Issue.4
, pp. 552-569
-
-
Kaseko, M.S.1
Lo, Z.-P.2
Ritchie, S.G.3
-
54
-
-
0032322630
-
Statistical and neural classifiers to detect traffic operational problems on urban arterials
-
Khan S.I., Ritchie S.G. Statistical and neural classifiers to detect traffic operational problems on urban arterials. Transportation Research Part C: Emerging Technologies 1998, 6(5):291-314.
-
(1998)
Transportation Research Part C: Emerging Technologies
, vol.6
, Issue.5
, pp. 291-314
-
-
Khan, S.I.1
Ritchie, S.G.2
-
55
-
-
0031092111
-
Should we use neural networks or statistical models for short term motorway forecasting?
-
Kirby H., Dougherty M., Watson S. Should we use neural networks or statistical models for short term motorway forecasting?. International Journal of Forecasting 1997, 13:45-50.
-
(1997)
International Journal of Forecasting
, vol.13
, pp. 45-50
-
-
Kirby, H.1
Dougherty, M.2
Watson, S.3
-
56
-
-
84948516717
-
Artificial neural networks: an econometric perspective
-
Kuan Ch.-M., White H. Artificial neural networks: an econometric perspective. Econometric Reviews 1994, 13(l):1-9.
-
(1994)
Econometric Reviews
, vol.13
, Issue.1
, pp. 1-9
-
-
Kuan, C.-M.1
White, H.2
-
57
-
-
46149126623
-
Predicting motor vehicle crashes using support vector machine models
-
Li X., Lord D., Zhang Y., Xie Y. Predicting motor vehicle crashes using support vector machine models. Accident Analysis & Prevention 2008, 40(4):1611-1618.
-
(2008)
Accident Analysis & Prevention
, vol.40
, Issue.4
, pp. 1611-1618
-
-
Li, X.1
Lord, D.2
Zhang, Y.3
Xie, Y.4
-
58
-
-
0029342535
-
Classifying highways: hierarchical grouping versus Kohonen neural networks
-
Lingras P. Classifying highways: hierarchical grouping versus Kohonen neural networks. Journal of Transportation Engineering 1995, 121(4):364-368.
-
(1995)
Journal of Transportation Engineering
, vol.121
, Issue.4
, pp. 364-368
-
-
Lingras, P.1
-
59
-
-
0030252291
-
Average and peak traffic volumes: neural nets, regression, and factor approaches
-
Lingras P., Adamo M. Average and peak traffic volumes: neural nets, regression, and factor approaches. Journal of Computing in Civil Engineering 1996, 10(4):300-306.
-
(1996)
Journal of Computing in Civil Engineering
, vol.10
, Issue.4
, pp. 300-306
-
-
Lingras, P.1
Adamo, M.2
-
60
-
-
84947563970
-
Time delay neural networks designed using genetic algorithms for short-term inter-city traffic forecasting
-
Lingras P., Mountford P. Time delay neural networks designed using genetic algorithms for short-term inter-city traffic forecasting. Lecture Notes in Artificial Intelligence 2001, 2070:290-299.
-
(2001)
Lecture Notes in Artificial Intelligence
, vol.2070
, pp. 290-299
-
-
Lingras, P.1
Mountford, P.2
-
61
-
-
0034274926
-
Traffic volume time-series analysis according to the type of road use
-
Lingras P.J., Sharma S.C., Osborne P., Kalyar I. Traffic volume time-series analysis according to the type of road use. Computer Aided Civil and Infrastructure Engineering 2000, 15:365-373.
-
(2000)
Computer Aided Civil and Infrastructure Engineering
, vol.15
, pp. 365-373
-
-
Lingras, P.J.1
Sharma, S.C.2
Osborne, P.3
Kalyar, I.4
-
62
-
-
0036944430
-
Prediction of recreational travel using genetically designed regression and time delay neural network models
-
Lingras P.J., Sharma S.C., Zhong M. Prediction of recreational travel using genetically designed regression and time delay neural network models. Transportation Research Record 2002, 1805:16-24.
-
(2002)
Transportation Research Record
, vol.1805
, pp. 16-24
-
-
Lingras, P.J.1
Sharma, S.C.2
Zhong, M.3
-
63
-
-
79951769928
-
Neural networks and non-parametric statistical models: a comparative analysis in pavement condition assessment
-
Loizos A., Karlaftis M. Neural networks and non-parametric statistical models: a comparative analysis in pavement condition assessment. Journal Advances and Applications in Statistics 2006, 6(1):87-110.
-
(2006)
Journal Advances and Applications in Statistics
, vol.6
, Issue.1
, pp. 87-110
-
-
Loizos, A.1
Karlaftis, M.2
-
64
-
-
22444442964
-
Neural network modeling as a tool for forecasting regional employment
-
Longhi S., Nijkamp P., Reggianni A., Maierhofer E. Neural network modeling as a tool for forecasting regional employment. International Regional Science Review 2005, 28:330-346.
-
(2005)
International Regional Science Review
, vol.28
, pp. 330-346
-
-
Longhi, S.1
Nijkamp, P.2
Reggianni, A.3
Maierhofer, E.4
-
65
-
-
0003619045
-
Recurrent Neural Networks for Prediction: Learning Algorithms, Architectures, and Stability
-
Wiley Series in Adaptive and Learning Systems for Signal Processing, Communications, and Control. John Wiley & Sons, NY.
-
Mandic, D.P., Chambers, J.A., 2001. Recurrent Neural Networks for Prediction: Learning Algorithms, Architectures, and Stability. Wiley Series in Adaptive and Learning Systems for Signal Processing, Communications, and Control. John Wiley & Sons, NY.
-
(2001)
-
-
Mandic, D.P.1
Chambers, J.A.2
-
66
-
-
0000089772
-
Analysis of feedforward-backpropagation neural networks used in vehicle detection
-
Mantri S., Bullock D. Analysis of feedforward-backpropagation neural networks used in vehicle detection. Transportation Research Part C: Emerging Technologies 1995, 3(3):161-174.
-
(1995)
Transportation Research Part C: Emerging Technologies
, vol.3
, Issue.3
, pp. 161-174
-
-
Mantri, S.1
Bullock, D.2
-
67
-
-
0035741961
-
Application of artificial neural networks to predict speeds on two-lane rural highways
-
McFadden J., Yang W.T., Durrans S. Application of artificial neural networks to predict speeds on two-lane rural highways. Transportation Research Record 2001, 1751:9-17.
-
(2001)
Transportation Research Record
, vol.1751
, pp. 9-17
-
-
McFadden, J.1
Yang, W.T.2
Durrans, S.3
-
68
-
-
0036959642
-
Nested logit models and artificial neural networks for predicting household automobile choices: comparison of performance
-
Mohammadian A., Miller E.J. Nested logit models and artificial neural networks for predicting household automobile choices: comparison of performance. Transportation Research Record 2002, 1807:92-100.
-
(2002)
Transportation Research Record
, vol.1807
, pp. 92-100
-
-
Mohammadian, A.1
Miller, E.J.2
-
69
-
-
3242781655
-
Forecasting the Suez Canal traffic: a neural network analysis
-
Mostafa M.M. Forecasting the Suez Canal traffic: a neural network analysis. Maritime Policy & Management 2004, 31(2):139-156.
-
(2004)
Maritime Policy & Management
, vol.31
, Issue.2
, pp. 139-156
-
-
Mostafa, M.M.1
-
70
-
-
0033988603
-
Trip distribution forecasting with multiplayer perceptron neural networks: a critical evaluation
-
Mozolin M., Thill J.C., Lynn Usery E.L. Trip distribution forecasting with multiplayer perceptron neural networks: a critical evaluation. Transportation Research Part B 2000, 34(1):53-73.
-
(2000)
Transportation Research Part B
, vol.34
, Issue.1
, pp. 53-73
-
-
Mozolin, M.1
Thill, J.C.2
Lynn Usery, E.L.3
-
71
-
-
0242489523
-
Feature selection for intrusion detection using neural networks and support vector machines
-
Mukkamala S., Sung A.H. Feature selection for intrusion detection using neural networks and support vector machines. Transportation Research Record 2003, 1823:33-39.
-
(2003)
Transportation Research Record
, vol.1823
, pp. 33-39
-
-
Mukkamala, S.1
Sung, A.H.2
-
72
-
-
0028544395
-
Network information criterion: determining the number of hidden units for an artificial network model
-
Murata N., Yoshizawa S., Amari S. Network information criterion: determining the number of hidden units for an artificial network model. IEEE Transactions on Neural Networks 1994, 5:865-872.
-
(1994)
IEEE Transactions on Neural Networks
, vol.5
, pp. 865-872
-
-
Murata, N.1
Yoshizawa, S.2
Amari, S.3
-
73
-
-
0029333795
-
Description of macroscopic relationships among traffic flow variables using neural network models
-
Nakatsuji T., Tanaka M., Nasser P., Hagiwara T. Description of macroscopic relationships among traffic flow variables using neural network models. Transportation Research Record 1998, 1510:11-18.
-
(1998)
Transportation Research Record
, vol.1510
, pp. 11-18
-
-
Nakatsuji, T.1
Tanaka, M.2
Nasser, P.3
Hagiwara, T.4
-
75
-
-
0030388412
-
Modelling inter-urban transport flows in Italy: a comparison between neural network approach and logit analysis
-
Nijkamp P., Reggiani A., Tritapepe T. Modelling inter-urban transport flows in Italy: a comparison between neural network approach and logit analysis. Transportation Research Part C 1996, 4:323-338.
-
(1996)
Transportation Research Part C
, vol.4
, pp. 323-338
-
-
Nijkamp, P.1
Reggiani, A.2
Tritapepe, T.3
-
76
-
-
33646393004
-
Exploring the relationship between data aggregation and predictability toward providing better predictive traffic information
-
Oh C., Ritchie S.G., Oh J.-S. Exploring the relationship between data aggregation and predictability toward providing better predictive traffic information. Transportation Research Record 2005, 1935:28-36.
-
(2005)
Transportation Research Record
, vol.1935
, pp. 28-36
-
-
Oh, C.1
Ritchie, S.G.2
Oh, J.-S.3
-
77
-
-
0028429812
-
Neural network for gap acceptance at stop-controlled intersections
-
Pant P.D., Balakrishnan P. Neural network for gap acceptance at stop-controlled intersections. Journal of Transportation Engineering 1994, 120(3):432-446.
-
(1994)
Journal of Transportation Engineering
, vol.120
, Issue.3
, pp. 432-446
-
-
Pant, P.D.1
Balakrishnan, P.2
-
78
-
-
0032779078
-
Spectral basis neural networks for real-time travel time forecasting
-
Park D., Rilett L., Han G. Spectral basis neural networks for real-time travel time forecasting. Journal of Transportation Engineering 1999, 125(6):515-523.
-
(1999)
Journal of Transportation Engineering
, vol.125
, Issue.6
, pp. 515-523
-
-
Park, D.1
Rilett, L.2
Han, G.3
-
80
-
-
0035501669
-
Intelligent simulation and prediction of traffic flow dispersion
-
Qiao F., Yang H., Lam W.H.K. Intelligent simulation and prediction of traffic flow dispersion. Transportation Research Part B 2001, 35:843-863.
-
(2001)
Transportation Research Part B
, vol.35
, pp. 843-863
-
-
Qiao, F.1
Yang, H.2
Lam, W.H.K.3
-
81
-
-
0344178141
-
Another insight into artificial neural networks through behavioural analysis of access mode choice
-
Rao P.V., Sikdar P.K., Rao K.V., Dhingra S.L. Another insight into artificial neural networks through behavioural analysis of access mode choice. Computers, Environment and Urban Systems 1998, 22(5):485-496.
-
(1998)
Computers, Environment and Urban Systems
, vol.22
, Issue.5
, pp. 485-496
-
-
Rao, P.V.1
Sikdar, P.K.2
Rao, K.V.3
Dhingra, S.L.4
-
83
-
-
1642341272
-
Toward more effective transportation applications of computational intelligence paradigms
-
Sadek A.W., Spring G., Smith B.L. Toward more effective transportation applications of computational intelligence paradigms. Transportation Research Record 2003, 1836:57-63.
-
(2003)
Transportation Research Record
, vol.1836
, pp. 57-63
-
-
Sadek, A.W.1
Spring, G.2
Smith, B.L.3
-
84
-
-
0002997755
-
Neural networks and statistical models
-
Proceedings of the Nineteenth Annual SAS Users Group International Conference (April 1-13).
-
Sarle, W.S., 1994. Neural networks and statistical models. In: Proceedings of the Nineteenth Annual SAS Users Group International Conference (April 1-13).
-
(1994)
-
-
Sarle, W.S.1
-
85
-
-
28444472084
-
Evaluation of two modeling methods for generating heavy-truck trips at an intermodal facility by using vessel freight data
-
Sarvareddy P., Al-Deek H.M., Klodzinski J., Anagnostopoulos G. Evaluation of two modeling methods for generating heavy-truck trips at an intermodal facility by using vessel freight data. Transportation Research Record: Journal of the Transportation Research Board 2005, 1906:113-120.
-
(2005)
Transportation Research Record: Journal of the Transportation Research Board
, vol.1906
, pp. 113-120
-
-
Sarvareddy, P.1
Al-Deek, H.M.2
Klodzinski, J.3
Anagnostopoulos, G.4
-
86
-
-
0033692230
-
Comparison of neural and conventional approaches to mode choice analysis
-
Sayed T., Razavi A. Comparison of neural and conventional approaches to mode choice analysis. Journal of Computing in Civil Engineering 2000, 14(1):23-30.
-
(2000)
Journal of Computing in Civil Engineering
, vol.14
, Issue.1
, pp. 23-30
-
-
Sayed, T.1
Razavi, A.2
-
87
-
-
33750314167
-
Comparison of fuzzy logic and artificial neural networks approaches in vehicle delay modeling
-
Sazi Murat Y. Comparison of fuzzy logic and artificial neural networks approaches in vehicle delay modeling. Transportation Research Part C: Emerging Technologies 2006, 14:316-334.
-
(2006)
Transportation Research Part C: Emerging Technologies
, vol.14
, pp. 316-334
-
-
Sazi Murat, Y.1
-
89
-
-
0031472064
-
Traffic flow forecasting: comparison of modeling approaches
-
Smith B., Demetsky M. Traffic flow forecasting: comparison of modeling approaches. Journal of Transportation Engineering 1997, 123(4):261-266.
-
(1997)
Journal of Transportation Engineering
, vol.123
, Issue.4
, pp. 261-266
-
-
Smith, B.1
Demetsky, M.2
-
90
-
-
48149085734
-
Cognitive and personality determinants of fitness to drive
-
Sommer M., Herle M., Hausler J., Risser R., Schutzhofer B., Chaloupka C. Cognitive and personality determinants of fitness to drive. Transportation Research Part F 2008, 11:362-375.
-
(2008)
Transportation Research Part F
, vol.11
, pp. 362-375
-
-
Sommer, M.1
Herle, M.2
Hausler, J.3
Risser, R.4
Schutzhofer, B.5
Chaloupka, C.6
-
91
-
-
33749247555
-
Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations
-
Sousa S.I.V., Martins F.G., Alvim-Ferraz M.C.M., Pereira M.C. Multiple linear regression and artificial neural networks based on principal components to predict ozone concentrations. Environmental Modelling & Software 2007, 22:97-103.
-
(2007)
Environmental Modelling & Software
, vol.22
, pp. 97-103
-
-
Sousa, S.I.V.1
Martins, F.G.2
Alvim-Ferraz, M.C.M.3
Pereira, M.C.4
-
95
-
-
0000629975
-
Cross-validatory choice and assessment of statistical predictions
-
Stone M. Cross-validatory choice and assessment of statistical predictions. Journal of the Royal Statistical Society B 1974, 36:111-147.
-
(1974)
Journal of the Royal Statistical Society B
, vol.36
, pp. 111-147
-
-
Stone, M.1
-
96
-
-
0038630725
-
Comparison of four modeling techniques for short-term AADT forecasting in Hong Kong
-
Tang Y.F., Lam W.H.K., Ng Pan.L.P. Comparison of four modeling techniques for short-term AADT forecasting in Hong Kong. Journal of Transportation Engineering 2003, 129(3):271-277.
-
(2003)
Journal of Transportation Engineering
, vol.129
, Issue.3
, pp. 271-277
-
-
Tang, Y.F.1
Lam, W.H.K.2
Ng, P.3
-
97
-
-
0041662165
-
Detection-delay-based freeway incident detection algorithms
-
Teng H., Qi Y. Detection-delay-based freeway incident detection algorithms. Transportation Research Part C 2003, 11(3/4):265-287.
-
(2003)
Transportation Research Part C
, vol.11
, Issue.3-4
, pp. 265-287
-
-
Teng, H.1
Qi, Y.2
-
98
-
-
0042664084
-
Application of wavelet technique to freeway incident detection
-
Teng H., Qi Y. Application of wavelet technique to freeway incident detection. Transportation Research Part C 2003, 11(3/4):289-308.
-
(2003)
Transportation Research Part C
, vol.11
, Issue.3-4
, pp. 289-308
-
-
Teng, H.1
Qi, Y.2
-
99
-
-
33646542336
-
Dynamic programming-neural network real-time traffic adaptive signal control algorithm
-
Teodorovic D., Varadarajan V., Jovan P., Chinnaswamy M., Sharath R. Dynamic programming-neural network real-time traffic adaptive signal control algorithm. Annals of Operation Research 2006, 143(1):123-131.
-
(2006)
Annals of Operation Research
, vol.143
, Issue.1
, pp. 123-131
-
-
Teodorovic, D.1
Varadarajan, V.2
Jovan, P.3
Chinnaswamy, M.4
Sharath, R.5
-
102
-
-
0036131889
-
Neural network modeling of vehicle discharge headway at signalized intersection: model descriptions and the results
-
Tong H.Y., Hung W.T. Neural network modeling of vehicle discharge headway at signalized intersection: model descriptions and the results. Transportation Research Part A 2002, 36(1):17-40.
-
(2002)
Transportation Research Part A
, vol.36
, Issue.1
, pp. 17-40
-
-
Tong, H.Y.1
Hung, W.T.2
-
103
-
-
58549103497
-
The modeling of mode choices of intercity freight transportation with the artificial neural networks and adaptive neuro-fuzzy inference system
-
Tortum A., Yayla N., Gφkdaǧ M. The modeling of mode choices of intercity freight transportation with the artificial neural networks and adaptive neuro-fuzzy inference system. Expert Systems with Applications: An International Journal 2009, 36(3):6199-6217.
-
(2009)
Expert Systems with Applications: An International Journal
, vol.36
, Issue.3
, pp. 6199-6217
-
-
Tortum, A.1
Yayla, N.2
Gφkdaǧ, M.3
-
104
-
-
56349087795
-
Neural network based temporal feature models for short-term railway passenger demand forecasting
-
Tsai T.-H., Lee C.-K., Wei C.-H. Neural network based temporal feature models for short-term railway passenger demand forecasting. Expert Systems with Applications 2009, 36:3728-3736.
-
(2009)
Expert Systems with Applications
, vol.36
, pp. 3728-3736
-
-
Tsai, T.-H.1
Lee, C.-K.2
Wei, C.-H.3
-
106
-
-
33746862612
-
An integrated transportation decision support system for transportation policy decisions: the case of Turkey
-
Ulengin F., Onsel S., Topceu Y., Aktas E., Kabak O. An integrated transportation decision support system for transportation policy decisions: the case of Turkey. Transportation Research Part A 2007, 41:80-97.
-
(2007)
Transportation Research Part A
, vol.41
, pp. 80-97
-
-
Ulengin, F.1
Onsel, S.2
Topceu, Y.3
Aktas, E.4
Kabak, O.5
-
107
-
-
0030298951
-
Combining Kohonen maps with ARIMA time-series models to forecast traffic flow
-
Van der Voort M., Dougherty M., Watson S. Combining Kohonen maps with ARIMA time-series models to forecast traffic flow. Transportation Research Part C 1996, 4(5):307-318.
-
(1996)
Transportation Research Part C
, vol.4
, Issue.5
, pp. 307-318
-
-
Van der Voort, M.1
Dougherty, M.2
Watson, S.3
-
108
-
-
70349501971
-
Enhancing predictions in signalized arterials with information on short-term traffic flow dynamics
-
Vlahogianni E.I. Enhancing predictions in signalized arterials with information on short-term traffic flow dynamics. Journal of Intelligent Transportation Systems 2009, 13(2):73-84.
-
(2009)
Journal of Intelligent Transportation Systems
, vol.13
, Issue.2
, pp. 73-84
-
-
Vlahogianni, E.I.1
-
109
-
-
4444369422
-
Short-term traffic forecasting: overview of objectives and methods
-
Vlahogianni E.I., Golias J.C., Karlaftis M.G. Short-term traffic forecasting: overview of objectives and methods. Transport Reviews 2004, 24(5):533-557.
-
(2004)
Transport Reviews
, vol.24
, Issue.5
, pp. 533-557
-
-
Vlahogianni, E.I.1
Golias, J.C.2
Karlaftis, M.G.3
-
110
-
-
23844513726
-
Optimized and meta-optimized neural networks for short-term traffic flow prediction: a genetic approach
-
Vlahogianni E.I., Karlaftis M.G., Golias J.C. Optimized and meta-optimized neural networks for short-term traffic flow prediction: a genetic approach. Transportation Research Part C 2005, 13:211-234.
-
(2005)
Transportation Research Part C
, vol.13
, pp. 211-234
-
-
Vlahogianni, E.I.1
Karlaftis, M.G.2
Golias, J.C.3
-
113
-
-
0037305963
-
Modeling discrete choice behavior using concepts from fuzzy set theory, approximate reasoning and neural networks
-
Vythoulkas P.C., Koutsopoulos H.N. Modeling discrete choice behavior using concepts from fuzzy set theory, approximate reasoning and neural networks. Transportation Research Part C: Emerging Technologies 2003, 11(1):51-73.
-
(2003)
Transportation Research Part C: Emerging Technologies
, vol.11
, Issue.1
, pp. 51-73
-
-
Vythoulkas, P.C.1
Koutsopoulos, H.N.2
-
115
-
-
0030327681
-
Understanding neural networks as statistical tools
-
Warner B., Misra M. Understanding neural networks as statistical tools. The American Statistician 1996, 50(4):284-293.
-
(1996)
The American Statistician
, vol.50
, Issue.4
, pp. 284-293
-
-
Warner, B.1
Misra, M.2
-
117
-
-
0000243355
-
Learning in artificial neural networks: a statistical perspective
-
White H. Learning in artificial neural networks: a statistical perspective. Neural Computation 1989, 1:425-464.
-
(1989)
Neural Computation
, vol.1
, pp. 425-464
-
-
White, H.1
-
119
-
-
1942472940
-
Work travel mode choice modeling with data mining: decision trees and neural networks
-
Xie C., Lu J., Parkany E. Work travel mode choice modeling with data mining: decision trees and neural networks. Transportation Research Record 2003, 1854:50-61.
-
(2003)
Transportation Research Record
, vol.1854
, pp. 50-61
-
-
Xie, C.1
Lu, J.2
Parkany, E.3
-
120
-
-
34548502433
-
Predicting motor vehicle collisions using Bayesian neural network models: an empirical analysis
-
Xie Y., Lord D., Zhang Y. Predicting motor vehicle collisions using Bayesian neural network models: an empirical analysis. Accident Analysis & Prevention 2007, 39(5):922-933.
-
(2007)
Accident Analysis & Prevention
, vol.39
, Issue.5
, pp. 922-933
-
-
Xie, Y.1
Lord, D.2
Zhang, Y.3
-
121
-
-
0033133985
-
Modeling level of urban taxi services using neural network
-
Xu J., Wong S.C., Yang H., Tong C.-O. Modeling level of urban taxi services using neural network. Journal of Transportation Engineering 1999, 125(3):216-223.
-
(1999)
Journal of Transportation Engineering
, vol.125
, Issue.3
, pp. 216-223
-
-
Xu, J.1
Wong, S.C.2
Yang, H.3
Tong, C.-O.4
-
122
-
-
0031813794
-
Statistical inference. Learning in artificial neural networks
-
Yang H.H., Murata N., Amari S. Statistical inference. Learning in artificial neural networks. Trends in Cognitive Sciences 1998, 2(1):4-10.
-
(1998)
Trends in Cognitive Sciences
, vol.2
, Issue.1
, pp. 4-10
-
-
Yang, H.H.1
Murata, N.2
Amari, S.3
-
123
-
-
33846855146
-
Modeling crack deterioration of flexible pavements: comparison of recurrent Markov chains and artificial neural networks
-
Yang J., Lu J.J., Gunaratne M., Dietrich B. Modeling crack deterioration of flexible pavements: comparison of recurrent Markov chains and artificial neural networks. Transportation Research Record 2006, 1974:18-25.
-
(2006)
Transportation Research Record
, vol.1974
, pp. 18-25
-
-
Yang, J.1
Lu, J.J.2
Gunaratne, M.3
Dietrich, B.4
-
124
-
-
0033244190
-
Prediction of road traffic using a neural network approach
-
Yasdi R. Prediction of road traffic using a neural network approach. Neural Computation and Application 1999, 8:135-142.
-
(1999)
Neural Computation and Application
, vol.8
, pp. 135-142
-
-
Yasdi, R.1
-
125
-
-
76249133880
-
Evaluation of the effects of weather information on winter maintenance costs
-
Ye Z., Shi X., Strong C.K., Greenfield T.H. Evaluation of the effects of weather information on winter maintenance costs. Transportation Research Record 2009, 2107:104-110.
-
(2009)
Transportation Research Record
, vol.2107
, pp. 104-110
-
-
Ye, Z.1
Shi, X.2
Strong, C.K.3
Greenfield, T.H.4
-
126
-
-
0036532655
-
Urban traffic flow prediction using fuzzy-neural approach
-
Yin H., Wong S.C., Xu J. Urban traffic flow prediction using fuzzy-neural approach. Transportation Research Part C 2002, 10(2):85-98.
-
(2002)
Transportation Research Part C
, vol.10
, Issue.2
, pp. 85-98
-
-
Yin, H.1
Wong, S.C.2
Xu, J.3
-
127
-
-
33846547664
-
Application of genetic neural networks to real-time intersection accident detection using acoustic signal
-
Zhang Y., Xie Y. Application of genetic neural networks to real-time intersection accident detection using acoustic signal. Transportation Research Record 2006, 1968:75-82.
-
(2006)
Transportation Research Record
, vol.1968
, pp. 75-82
-
-
Zhang, Y.1
Xie, Y.2
-
128
-
-
61349094687
-
Travel mode choice modeling with support vector machines
-
Zhang Y., Xie Y. Travel mode choice modeling with support vector machines. Transportation Research Record 2008, 2076:141-150.
-
(2008)
Transportation Research Record
, vol.2076
, pp. 141-150
-
-
Zhang, Y.1
Xie, Y.2
-
129
-
-
3242756135
-
Genetically designed models for accurate imputation of missing traffic counts
-
Zhong M., Sharma S., Lingras P. Genetically designed models for accurate imputation of missing traffic counts. Transportation Research Record 2004, 1879:71-79.
-
(2004)
Transportation Research Record
, vol.1879
, pp. 71-79
-
-
Zhong, M.1
Sharma, S.2
Lingras, P.3
-
130
-
-
16644384670
-
Short-term traffic prediction on different types of roads with genetically designed regression and time delay neural network models
-
Zhong M., Sharma S., Lingras P. Short-term traffic prediction on different types of roads with genetically designed regression and time delay neural network models. Journal of Computing in Civil Engineering 2005, 19(1):94-103.
-
(2005)
Journal of Computing in Civil Engineering
, vol.19
, Issue.1
, pp. 94-103
-
-
Zhong, M.1
Sharma, S.2
Lingras, P.3
|