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Developing a machine learning-based approach for predicting road surface friction using dash camera images—a City of Edmonton, Canada, case study
Developing a machine learning-based approach for predicting road surface friction using dash camera images—a City of Edmonton, Canada, case study
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Developing a machine learning-based approach for predicting road surface friction using dash camera images—a City of Edmonton, Canada, case study

Xie, Qian ; Kwon, Tae J.

Canadian journal of civil engineering, 2023-10, Vol.50 (10), p.853-864 [Periódico revisado por pares]

Ottawa: Canadian Science Publishing NRC Research Press

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Winter road surface condition classification using convolutional neural network (CNN): visible light and thermal image fusion
Winter road surface condition classification using convolutional neural network (CNN): visible light and thermal image fusion
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Winter road surface condition classification using convolutional neural network (CNN): visible light and thermal image fusion

Zhang, Ce ; Nateghinia, Ehsan ; Miranda-Moreno, Luis F ; Sun, Lijun

Canadian journal of civil engineering, 2022-04, Vol.49 (4), p.569-578 [Periódico revisado por pares]

1840 Woodward Drive, Suite 1, Ottawa, ON K2C 0P7: Canadian Science Publishing

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3
Safety effects of maintenance treatments to improve pavement condition on two-lane rural roads — insights for pavement management
Safety effects of maintenance treatments to improve pavement condition on two-lane rural roads — insights for pavement management
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Safety effects of maintenance treatments to improve pavement condition on two-lane rural roads — insights for pavement management

Jafari Anarkooli, Alireza ; Nemtsov, Iliya ; Persaud, Bhagwant

Canadian journal of civil engineering, 2021-10, Vol.48 (10), p.1287-1294 [Periódico revisado por pares]

1840 Woodward Drive, Suite 1, Ottawa, ON K2C 0P7: NRC Research Press

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4
A geostatistical approach to winter road surface condition estimation using mobile RWIS data
A geostatistical approach to winter road surface condition estimation using mobile RWIS data
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A geostatistical approach to winter road surface condition estimation using mobile RWIS data

Gu, Lian ; Kwon, Tae J ; Qiu, Tony Z

Canadian journal of civil engineering, 2019-06, Vol.46 (6), p.511-521 [Periódico revisado por pares]

Ottawa: NRC Research Press

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5
Integrating acceleration signal processing and image segmentation for condition assessment of asphalt roads
Integrating acceleration signal processing and image segmentation for condition assessment of asphalt roads
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Integrating acceleration signal processing and image segmentation for condition assessment of asphalt roads

Sprague, William ; Rezazadeh Azar, Ehsan

Canadian journal of civil engineering, 2022-06, Vol.49 (6), p.1095-1107 [Periódico revisado por pares]

1840 Woodward Drive, Suite 1, Ottawa, ON K2C 0P7: Canadian Science Publishing

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6
Real-time winter road surface condition monitoring using an improved residual CNN
Real-time winter road surface condition monitoring using an improved residual CNN
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Real-time winter road surface condition monitoring using an improved residual CNN

Pan, Guangyuan ; Muresan, Matthew ; Yu, Ruifan ; Fu, Liping

Canadian journal of civil engineering, 2021-09, Vol.48 (9), p.1215-1222 [Periódico revisado por pares]

1840 Woodward Drive, Suite 1, Ottawa, ON K2C 0P7: NRC Research Press

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7
An efficient multi-objective optimization framework to maintain road networks based on Bayesian optimization and reliability theory
An efficient multi-objective optimization framework to maintain road networks based on Bayesian optimization and reliability theory
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An efficient multi-objective optimization framework to maintain road networks based on Bayesian optimization and reliability theory

Altarabsheh, Ahmad ; Altarabsheh, Ibrahim ; Altarabsheh, Sara

Canadian journal of civil engineering, 2022-10, Vol.49 (10), p.1620-1640 [Periódico revisado por pares]

Ottawa: NRC Research Press

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8
An enhanced spatial statistical method for continuous monitoring of winter road surface conditions
An enhanced spatial statistical method for continuous monitoring of winter road surface conditions
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An enhanced spatial statistical method for continuous monitoring of winter road surface conditions

Gu, Lian ; Wu, Mingjian ; Kwon, Tae J

Canadian journal of civil engineering, 2020-10, Vol.47 (10), p.1154-1165 [Periódico revisado por pares]

1840 Woodward Drive, Suite 1, Ottawa, ON K2C 0P7: NRC Research Press

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9
Traffic conflict techniques for road safety analysis: open questions and some insights
Traffic conflict techniques for road safety analysis: open questions and some insights
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Traffic conflict techniques for road safety analysis: open questions and some insights

LAI ZHENG ; ISMAIL, Karim ; XIANGHAI MENG

Canadian journal of civil engineering, 2014-07, Vol.41 (7), p.633-641 [Periódico revisado por pares]

Ottawa, ON: NRC Research Press

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10
Feasibility of extracting highway vertical profiles from LiDAR data
Feasibility of extracting highway vertical profiles from LiDAR data
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Feasibility of extracting highway vertical profiles from LiDAR data

Gargoum, Suliman A ; El-Basyouny, Karim ; Shalkamy, Amr ; Gouda, Maged

Canadian journal of civil engineering, 2018-05, Vol.45 (5), p.418-421 [Periódico revisado por pares]

Ottawa: NRC Research Press

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