Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation
Latest Publications

TOTAL DOCUMENTS

12

(FIVE YEARS 12)

H-INDEX

1

(FIVE YEARS 1)

Published By Springer International Publishing

9783030103736, 9783030103743

Latest Documents Most Cited Documents Contributed Authors Related Sources Related Keywords

Forecasting Severity of Motorcycle Crashes Using Transfer Learning

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_12 ◽

2019 ◽

pp. 141-157 ◽

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Transfer Learning ◽

Motorcycle Crashes

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Predicting Injury Severity of Road Traffic Accidents Using a Hybrid Extreme Gradient Boosting and Deep Neural Network Approach

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_10 ◽

2019 ◽

pp. 119-127 ◽

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Neural Network ◽

Traffic Accidents ◽

Deep Neural Network ◽

Injury Severity ◽

Road Traffic ◽

Gradient Boosting ◽

Road Traffic Accidents ◽

Network Approach ◽

Neural Network Approach ◽

Extreme Gradient Boosting

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Applications of Deep Learning in Severity Prediction of Traffic Accidents

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_11 ◽

2019 ◽

pp. 129-139 ◽

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Deep Learning ◽

Traffic Accidents ◽

Severity Prediction

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An Integrated Machine Learning Approach for Automatic Highway Extraction from Airborne LiDAR Data and Orthophotos

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_5 ◽

2019 ◽

pp. 61-76

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Machine Learning ◽

Airborne Lidar ◽

Learning Approach ◽

Machine Learning Approach ◽

Airborne Lidar Data

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Laser Scanning Technologies in Road Geometry Modeling

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_1 ◽

2019 ◽

pp. 3-13

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Laser Scanning ◽

Geometry Modeling ◽

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Effect of Roadside Features on Injury Severity of Traffic Accidents

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_6 ◽

2019 ◽

pp. 77-86

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Traffic Accidents ◽

Injury Severity

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Optimizing Support Vector Machine and Ensemble Trees Using Taguchi Method for Road Extraction from LiDAR Data

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_4 ◽

2019 ◽

pp. 47-60

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Support Vector Machine ◽

Taguchi Method ◽

Support Vector ◽

Road Extraction

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Review of Traffic Accident Predictions with Neural Networks

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_8 ◽

2019 ◽

pp. 97-109 ◽

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Neural Networks ◽

Traffic Accident

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Road Geometric Modeling Using a Novel Hierarchical Approach

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_3 ◽

2019 ◽

pp. 33-46

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Geometric Modeling ◽

Hierarchical Approach

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Road Geometric Modeling Using Laser Scanning Data: A Critical Review

Laser Scanning Systems in Highway and Safety Assessment - Advances in Science, Technology & Innovation ◽

10.1007/978-3-030-10374-3_2 ◽

2019 ◽

pp. 15-31

Author(s):

Biswajeet Pradhan ◽

Maher Ibrahim Sameen

Keyword(s):

Critical Review ◽

Geometric Modeling ◽

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