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Injury Severity Prediction of Traffic Collision by Applying a Series of Neural Networks: The City of London Case Study

DOI : 10.7307/ptt.v31i6.3032
Meisam Siamidoudaran , Ersun İşçioğlu
643-654
Abstract : 1109
PDF : 659

Riding the Edge – Unveiling the Key Factors behind Injury Severity in Single-Vehicle Motorcycle Crashes

DOI : 10.7307/ptt.v37i4.1091
Marija FERKO , Dario BABIĆ , Ali PIRDAVANI
834-852
Abstract : 1596
PDF : 631

Development of a Partial Proportional Odds Model for Pedestrian Injury Severity at Intersections

DOI : 10.7307/ptt.v32i4.3428
Xi Lu , Zhuanglin Ma , Steven I-Jy Chien , Ying Xiong
559-571
Abstract : 822
PDF : 489

Exploring Factors Influencing Injury Severity of Bicyclists in Crashes with Motor Vehicles – Combined Latent Class Clustering and MNL Model

DOI : 10.7307/ptt.v38i3.1086
Peikun LI , Jingyu DING , Quantao YANG , Wenbo LU
716-728
Abstract : 297
PDF : 191

A Data Mining Approach to Identify Key Factors of Traffic Injury Severity

DOI : 10.7307/ptt.v23i1.144
Ali Tavakoli Kashani , Afshin Shariat-Mohaymany , Andishe Ranjbari
11-17
Abstract : 2066
PDF : 2389

Prediction and Investigation of the Injury Severity of Drivers Involved in Speeding-Related Crashes Using Machine Learning Models

DOI : 10.7307/ptt.v37i6.1016
Neero Gumsar SORUM , Martina Gumsar SORUM
1612-1627
Abstract : 704
PDF : 295

Impact of Data Balancing and Feature Engineering on Accident Severity Models

DOI : 10.7307/ptt.v37i3.856
Fayez ALANAZI , Aminu SULEIMAN
665-690
Abstract : 1037
PDF : 443

Prediction of Fatal and Major Injury of Drivers, Cyclists, and Pedestrians in Collisions

DOI : 10.7307/ptt.v32i1.3134
Dalia Shanshal , Ceni Babaoglu , Ayşe Başar
39-53
Abstract : 988
PDF : 779

Analysis of Two-Wheeler Casualty Traffic Accidents with Improved Apriori Algorithm Based on the XGBoost Model

DOI : 10.7307/ptt.v38i5.1233
Yansong HU , Changjun WANG , Jinzi ZHENG , Yonggang ZHANG , Tianya DU
1224-1239
Abstract : 293
PDF : 147

The Impact of Selected Individual and External Factors on the Occurrence of Severe Injuries: Case Study of Slovenia

DOI : 10.7307/ptt.v27i4.1670
Polona Tominc , Urban Šebjan
325-334
Abstract : 1050
PDF : 900
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