Machine Learning Approach to Identifying Key Environmental Factors for Airfield Asphalt Pavement Performance

Airfield and Highway Pavements 2021 ◽

10.1061/9780784483503.032 ◽

2021 ◽

Author(s):

A. Z. Ashtiani ◽

S. Murrell ◽

D. R. Brill

Keyword(s):

Machine Learning ◽

Environmental Factors ◽

Asphalt Pavement ◽

Pavement Performance ◽

Learning Approach ◽

Machine Learning Approach

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Machine Learning Approach to Predict International Roughness Index Using Long-Term Pavement Performance Data

Journal of Transportation Engineering Part B Pavements ◽

10.1061/jpeodx.0000312 ◽

2021 ◽

Vol 147 (4) ◽

pp. 04021058

Author(s):

Farshid Damirchilo ◽

Arash Hosseini ◽

Mahour Mellat Parast ◽

Elham H. Fini

Keyword(s):

Machine Learning ◽

Performance Data ◽

Pavement Performance ◽

Learning Approach ◽

International Roughness Index ◽

Machine Learning Approach ◽

Roughness Index

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Life-cycle reliability estimation of asphalt pavement based on machine learning approach

Life-Cycle Civil Engineering: Innovation, Theory and Practice ◽

10.1201/9780429343292-28 ◽

2021 ◽

pp. 246-251

Author(s):

J. Xin ◽

M. Zhang ◽

M. Akiyama ◽

D.M. Frangopol ◽

J. Pei

Keyword(s):

Machine Learning ◽

Asphalt Pavement ◽

Reliability Estimation ◽

Learning Approach ◽

Machine Learning Approach

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Image processing-based automatic detection of asphalt pavement rutting using a novel metaheuristic optimized machine learning approach

Soft Computing ◽

10.1007/s00500-021-06086-5 ◽

2021 ◽

Author(s):

Minh-Tu Cao ◽

Kuan-Tsung Chang ◽

Ngoc-Mai Nguyen ◽

Van-Duc Tran ◽

Xuan-Linh Tran ◽

...

Keyword(s):

Machine Learning ◽

Image Processing ◽

Asphalt Pavement ◽

Automatic Detection ◽

Learning Approach ◽

Machine Learning Approach

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ASPHALT PAVEMENT CRACK DETECTION USING IMAGE PROCESSING AND NAÏVE BAYES BASED MACHINE LEARNING APPROACH

Journal of Japan Society of Civil Engineers Ser E1 (Pavement Engineering) ◽

10.2208/jscejpe.70.i_1 ◽

2015 ◽

Vol 70 (3) ◽

pp. I_1-I_8 ◽

Author(s):

Pang-jo CHUN ◽

Kazuaki HASHIMOTO ◽

Nozomu KATAOKA ◽

Naoya KURAMOTO ◽

Mitao OHGA

Keyword(s):

Machine Learning ◽

Image Processing ◽

Crack Detection ◽

Asphalt Pavement ◽

Learning Approach ◽

Ve Bayes ◽

Machine Learning Approach ◽

Pavement Crack Detection

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Image processing based automatic recognition of asphalt pavement patch using a metaheuristic optimized machine learning approach

Advanced Engineering Informatics ◽

10.1016/j.aei.2019.04.004 ◽

2019 ◽

Vol 40 ◽

pp. 110-120 ◽

Author(s):

Nhat-Duc Hoang

Keyword(s):

Machine Learning ◽

Image Processing ◽

Asphalt Pavement ◽

Automatic Recognition ◽

Learning Approach ◽

Machine Learning Approach

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Machine learning approach for pavement performance prediction

International Journal of Pavement Engineering ◽

10.1080/10298436.2019.1609673 ◽

2019 ◽

pp. 1-14 ◽

Author(s):

Pedro Marcelino ◽

Maria de Lurdes Antunes ◽

Eduardo Fortunato ◽

Marta Castilho Gomes

Keyword(s):

Machine Learning ◽

Performance Prediction ◽

Pavement Performance ◽

Learning Approach ◽

Machine Learning Approach ◽

Pavement Performance Prediction

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Evaluating complex relationships between ecological indicators and environmental factors in the Baltic Sea: A machine learning approach

Ecological Indicators ◽

10.1016/j.ecolind.2018.12.053 ◽

2019 ◽

Vol 101 ◽

pp. 117-125 ◽

Author(s):

Annukka Lehikoinen ◽

Jens Olsson ◽

Lena Bergström ◽

Ulf Bergström ◽

Andreas Bryhn ◽

...

Keyword(s):

Machine Learning ◽

Environmental Factors ◽

Ecological Indicators ◽

Learning Approach ◽

The Baltic Sea ◽

Machine Learning Approach ◽

Complex Relationships ◽

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Deep machine learning approach to develop a new asphalt pavement condition index

Construction and Building Materials ◽

10.1016/j.conbuildmat.2020.118513 ◽

2020 ◽

Vol 247 ◽

pp. 118513 ◽

Author(s):

Hamed Majidifard ◽

Yaw Adu-Gyamfi ◽

William G. Buttlar

Keyword(s):

Machine Learning ◽

Asphalt Pavement ◽

Condition Index ◽

Learning Approach ◽

Pavement Condition ◽

Machine Learning Approach ◽

Pavement Condition Index

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Ranking sociodemographic, health behavior, prevention, and environmental factors in predicting neighborhood cardiovascular health: A Bayesian machine learning approach

Preventive Medicine ◽

10.1016/j.ypmed.2020.106240 ◽

2020 ◽

Vol 141 ◽

pp. 106240 ◽

Author(s):

Liangyuan Hu ◽

Bian Liu ◽

Yan Li

Keyword(s):

Machine Learning ◽

Environmental Factors ◽

Health Behavior ◽

Cardiovascular Health ◽

Learning Approach ◽

Machine Learning Approach ◽

Bayesian Machine Learning

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DEVELOPMENT OF SEMI-AUTOMATIC ASPHALT PAVEMENT CRACK DETECTION SYSTEM USING IMAGE PROCESSING AND MACHINE LEARNING APPROACH

Journal of Japan Society of Civil Engineers Ser E1 (Pavement Engineering) ◽

10.2208/jscejpe.71.i_31 ◽

2015 ◽

Vol 71 (3) ◽

pp. I_31-I_38

Author(s):

Pang-jo CHUN ◽

Kazuaki HASHIMOTO

Keyword(s):

Machine Learning ◽

Image Processing ◽

Crack Detection ◽

Detection System ◽

Asphalt Pavement ◽

Learning Approach ◽

Machine Learning Approach ◽

Pavement Crack Detection

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