Laser Scanning Systems in Highway and Safety Assessment
portes grátis
Laser Scanning Systems in Highway and Safety Assessment
Analysis of Highway Geometry and Safety Using LiDAR
Ibrahim Sameen, Maher; Pradhan, Biswajeet
Springer Nature Switzerland AG
04/2019
157
Dura
Inglês
9783030103736
15 a 20 dias
753
Descrição não disponível.
Introduction to Laser Scanning Technology.- Road Geometric Modeling Using Laser-Scanning Data.- Optimizing support vector machine and ensemble trees using the Taguchi method for automatic road network extraction.- Road Geometric Modeling Using a Novel Hierarchical Approach.- Introduction to Neural Networks.- Traffic Accidents Predictions with Neural Networks: A Review.- Applications of Deep Learning in Severity Prediction of Traffic Accidents.- Accident Modelling Using Feedforward Neural Networks.- Accident Severity Prediction with Convolutional Neural Networks.- Injury Severity Prediction Using Recurrent Neural Networks.- Improving Traffic Accident Prediction Models with Transfer Learning.- A Comparative Study between Neural Networks, Support Vector Machine, and Logistic Regression for Accident Predictions.- Estimation of Accident Factor Importance in Neural Network Models.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
Traffic Accidents Prediction Model;Deep Learning;Recurrent Neural Network;LiDAR;Road Geometry;Neural Networks versus statistical methods;Geometric modeling of road networks;Traffic Safety and Transportation;remote sensing/photogrammetry;data-driven science, modeling and theory building
Introduction to Laser Scanning Technology.- Road Geometric Modeling Using Laser-Scanning Data.- Optimizing support vector machine and ensemble trees using the Taguchi method for automatic road network extraction.- Road Geometric Modeling Using a Novel Hierarchical Approach.- Introduction to Neural Networks.- Traffic Accidents Predictions with Neural Networks: A Review.- Applications of Deep Learning in Severity Prediction of Traffic Accidents.- Accident Modelling Using Feedforward Neural Networks.- Accident Severity Prediction with Convolutional Neural Networks.- Injury Severity Prediction Using Recurrent Neural Networks.- Improving Traffic Accident Prediction Models with Transfer Learning.- A Comparative Study between Neural Networks, Support Vector Machine, and Logistic Regression for Accident Predictions.- Estimation of Accident Factor Importance in Neural Network Models.
Este título pertence ao(s) assunto(s) indicados(s). Para ver outros títulos clique no assunto desejado.
