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Laser Scanning Systems in Highway and Safety Assessment最新文献

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Laser Scanning Systems in Highway and Safety Assessment: Analysis of Highway Geometry and Safety Using LiDAR 公路激光扫描系统与安全评估:利用激光雷达分析公路几何与安全
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 2019-04-03 DOI: 10.1007/978-3-030-10374-3
B. Pradhan, Maher Ibrahim Sameen
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引用次数: 3
An Integrated Machine Learning Approach for Automatic Highway Extraction from Airborne LiDAR Data and Orthophotos 基于机载激光雷达数据和正射影像的公路自动提取集成机器学习方法
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 2019-04-03 DOI: 10.1007/978-3-030-10374-3_5
B. Pradhan, M. I. Sameen
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引用次数: 1
Modeling Traffic Accident Severity Using Neural Networks and Support Vector Machines 基于神经网络和支持向量机的交通事故严重程度建模
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_9
B. Pradhan, M. I. Sameen
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引用次数: 10
Optimizing Support Vector Machine and Ensemble Trees Using Taguchi Method for Road Extraction from LiDAR Data 基于田口方法优化支持向量机和集成树的激光雷达道路提取
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_4
B. Pradhan, M. I. Sameen
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引用次数: 3
Laser Scanning Technologies in Road Geometry Modeling 道路几何建模中的激光扫描技术
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_1
B. Pradhan, M. I. Sameen
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引用次数: 1
Review of Traffic Accident Predictions with Neural Networks 基于神经网络的交通事故预测研究综述
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_8
B. Pradhan, M. I. Sameen
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引用次数: 8
Novel GIS-Based Model for Automatic Identification of Road Geometry in Vector Data 基于gis的矢量数据道路几何自动识别新模型
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_7
B. Pradhan, M. I. Sameen
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引用次数: 0
Effect of Roadside Features on Injury Severity of Traffic Accidents 道路特征对交通事故伤害严重程度的影响
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_6
B. Pradhan, M. I. Sameen
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引用次数: 1
Predicting Injury Severity of Road Traffic Accidents Using a Hybrid Extreme Gradient Boosting and Deep Neural Network Approach 基于极端梯度增强和深度神经网络的道路交通事故伤害严重程度预测
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_10
B. Pradhan, M. I. Sameen
{"title":"Predicting Injury Severity of Road Traffic Accidents Using a Hybrid Extreme Gradient Boosting and Deep Neural Network Approach","authors":"B. Pradhan, M. I. Sameen","doi":"10.1007/978-3-030-10374-3_10","DOIUrl":"https://doi.org/10.1007/978-3-030-10374-3_10","url":null,"abstract":"","PeriodicalId":424586,"journal":{"name":"Laser Scanning Systems in Highway and Safety Assessment","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128697392","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 15
Forecasting Severity of Motorcycle Crashes Using Transfer Learning 运用迁移学习预测摩托车碰撞严重程度
Laser Scanning Systems in Highway and Safety Assessment Pub Date : 1900-01-01 DOI: 10.1007/978-3-030-10374-3_12
B. Pradhan, M. I. Sameen
{"title":"Forecasting Severity of Motorcycle Crashes Using Transfer Learning","authors":"B. Pradhan, M. I. Sameen","doi":"10.1007/978-3-030-10374-3_12","DOIUrl":"https://doi.org/10.1007/978-3-030-10374-3_12","url":null,"abstract":"","PeriodicalId":424586,"journal":{"name":"Laser Scanning Systems in Highway and Safety Assessment","volume":"48 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"1900-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127708694","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 1
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