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    What can we learn from the AV crashes? – An association rule analysis for identifying the contributing risky factors

    Liu, Pei / Guo, Yanyong / Liu, Pan et al. | Elsevier | 2024
    Keywords: Apriori mining model

    Understanding risky driving behaviors among young novice drivers in Nigeria: A latent class analysis coupled with association rule mining approach

    Labbo, Muwaffaq Safiyanu / Qu, Lin / Xu, Chuan et al. | Elsevier | 2024
    Keywords: Association Rule Mining

    Seeing through eyes of Drivers: Space consideration in investigating visibility of Vulnerable road users involved in crashes from Driver’s perspective

    Kutela, Boniphace / Oscar, Clement / Kidando, Emmanuel et al. | Elsevier | 2023
    Keywords: Text Mining

    Mining the accident causes of railway dangerous goods transportation: A Logistics-DT-TFP based approach

    Fa, Huiyan / Shuai, Bin / Yang, Zhenlong et al. | Elsevier | 2023
    Keywords: Mining the accident causes , Data mining

    Statistical analysis of the severity of occupational accidents in the mining sector

    Baraza, Xavier / Cugueró-Escofet, Natàlia / Rodríguez-Elizalde, Rubén | Elsevier | 2023
    Keywords: Mining

    Data mining approach to explore emergency vehicle crash patterns: A comparative study of crash severity in emergency and non-emergency response modes

    Hossain, Md Mahmud / Zhou, Huaguo / Das, Subasish | Elsevier | 2023
    Keywords: Association rule mining

    Analysis of first responder-involved traffic incidents by mining news reports

    Yang, Chenxuan / Liu, Jun / Li, Xiaobing et al. | Elsevier | 2023
    Keywords: Text-mining

    Crashes involving distracted pedestrians: Identifying risk factors and their relationships to pedestrian severity levels and distraction modes

    Hossain, Md Mahmud / Zhou, Huaguo / Sun, Xiaoduan et al. | Elsevier | 2023
    Keywords: Association rule mining

    Using text mining and multilevel association rules to process and analyze incident reports in China

    Zhu, Yuqian / Liao, Huimin / Huang, Dengchi | Elsevier | 2023
    Keywords: Text mining

    An integrated text mining, literature review, and meta-analysis approach to investigate pedestrian violation behaviours

    Ghomi, Haniyeh / Hussein, Mohamed | Elsevier | 2022
    Keywords: Text Mining

    Web content mining analysis of e-scooter crash causes and implications in Germany

    Brauner, Tim / Heumann, Maximilian / Kraschewski, Tobias et al. | Elsevier | 2022
    Keywords: Web content mining

    A novel approach to investigate effects of front-end structures on injury response of e-bike riders: Combining Monte Carlo sampling, automatic operation, and data mining

    Liu, Yu / Wan, Xinming / Xu, Wei et al. | Elsevier | 2022
    Keywords: Data mining

    Factors affecting motorcycle crash casualty severity at signalized and non-signalized intersections in Ghana: Insights from a data mining and binary logit regression approach

    Tamakloe, Reuben / Das, Subasish / Nimako Aidoo, Eric et al. | Elsevier | 2021
    Keywords: Data mining

    Mining patterns of near-crash events with and without secondary tasks

    Kong, Xiaoqiang / Das, Subasish / Zhang, Yunlong | Elsevier | 2021
    Keywords: Association rules mining

    Characterizing accident narratives with word embeddings: Improving accuracy, richness, and generalizability

    Goldberg, David M. | Elsevier | 2021
    Keywords: Text mining

    Identification and analysis of misclassified work-zone crashes using text mining techniques

    Sayed, Md Abu / Qin, Xiao / Kate, Rohit J. et al. | Elsevier | 2021
    Keywords: Text mining

    Rule discovery to identify patterns contributing to overrepresentation and severity of run-off-the-road crashes

    Montella, Alfonso / Mauriello, Filomena / Pernetti, Mariano et al. | Elsevier | 2021
    Keywords: Data mining

    A study on the cyclist head kinematic responses in electric-bicycle-to-car accidents using decision-tree model

    Gao, Wenrui / Bai, Zhonghao / Zhu, Feng et al. | Elsevier | 2021
    Keywords: Data mining

    Fatal pedestrian crashes at intersections: Trend mining using association rules

    Das, Subasish / Tamakloe, Reuben / Zubaidi, Hamsa et al. | Elsevier | 2021
    Keywords: Data mining

    Applying machine learning, text mining, and spatial analysis techniques to develop a highway-railroad grade crossing consolidation model

    Soleimani, Samira / Leitner, Michael / Codjoe, Julius | Elsevier | 2021
    Keywords: Text mining

    Characterizing phone usage while driving: Safety impact from road and operational perspectives using factor analysis

    Kong, Xiaoqiang / Das, Subasish / Zhou, Hongmin et al. | Elsevier | 2021
    Keywords: Data mining

    Application of association rules mining algorithm for hazardous materials transportation crashes on expressway

    Hong, Jungyeol / Tamakloe, Reuben / Park, Dongjoo | Elsevier | 2020
    Keywords: association rules mining , data mining

    A data mining approach to deriving safety policy implications for taxi drivers

    Park, Jiwon / Lee, Seolyoung / Oh, Cheol et al. | Elsevier | 2020
    Keywords: Data mining

    Neck injury mechanisms in train collisions: Dynamic analysis and data mining of the driver impact injury

    Hou, Lin / Peng, Yong / Sun, Dong | Elsevier | 2020
    Keywords: Data mining

    Analysis of the severity of vehicle-bicycle crashes with data mining techniques

    Zhu, Siying | Elsevier | 2020
    Keywords: Integrated data mining framework

    Review on big data applications in safety research of intelligent transportation systems and connected/automated vehicles

    Lian, Yanqi / Zhang, Guoqing / Lee, Jaeyoung et al. | Elsevier | 2020
    Keywords: Data mining

    A driver behavior assessment and recommendation system for connected vehicles to produce safer driving environments through a “follow the leader” approach

    Hong, Zihan / Chen, Ying / Wu, Yang | Elsevier | 2020
    Keywords: Data mining

    Crash report data analysis for creating scenario-wise, spatio-temporal attention guidance to support computer vision-based perception of fatal crash risks

    Li, Yu / Karim, Muhammad Monjurul / Qin, Ruwen et al. | Elsevier | 2020
    Keywords: Association rule mining

    Analysis of motorcycle accidents using association rule mining-based framework with parameter optimization and GIS technology

    Jiang, Feifeng / Yuen, Kwok Kit Richard / Lee, Eric Wai Ming | Elsevier | 2020
    Keywords: Association Rule Mining (ARM)

    Using trajectory-level SHRP2 naturalistic driving data for investigating driver lane-keeping ability in fog: An association rules mining approach

    Das, Anik / Ahmed, Mohamed M. / Ghasemzadeh, Ali | Elsevier | 2019
    Keywords: Data mining techniques , Association rules mining

    Application of a model-based recursive partitioning algorithm to predict crash frequency

    Tang, Houjun / Donnell, Eric T. | Elsevier | 2019
    Keywords: Data mining

    Topic analysis of Road safety inspections using latent dirichlet allocation: A case study of roadside safety in Irish main roads

    Roque, Carlos / Lourenço Cardoso, João / Connell, Thomas et al. | Elsevier | 2019
    Keywords: Text mining

    A data mining approach to investigate patterns of powered two-wheeler crashes in Spain

    Montella, Alfonso / de Oña, Rocìo / Mauriello, Filomena et al. | Elsevier | 2019
    Keywords: Data mining

    Construction accident narrative classification: An evaluation of text mining techniques

    Goh, Yang Miang / Ubeynarayana, C.U. | Elsevier | 2017
    Keywords: Data mining , Text mining

    Using data mining techniques to predict the severity of bicycle crashes

    Prati, Gabriele / Pietrantoni, Luca / Fraboni, Federico | Elsevier | 2017
    Keywords: Data mining

    Development of a multilevel health and safety climate survey tool within a mining setting

    Parker, Anthony W. / Tones, Megan J. / Ritchie, Gabrielle E. | Elsevier | 2017
    Keywords: Mining

    Investigation of work zone crash casualty patterns using association rules

    Weng, Jinxian / Zhu, Jia-Zheng / Yan, Xuedong et al. | Elsevier | 2016
    Keywords: Data mining

    Off-road truck-related accidents in U.S. mines

    Dindarloo, Saeid R. / Pollard, Jonisha P. / Siami-Irdemoosa, Elnaz | Elsevier | 2016
    Keywords: Off-road mining trucks

    Machine learning approaches to analysing textual injury surveillance data: A systematic review

    Vallmuur, Kirsten | Elsevier | 2015
    Keywords: Text mining

    Prioritizing Highway Safety Manual’s crash prediction variables using boosted regression trees

    Saha, Dibakar / Alluri, Priyanka / Gan, Albert | Elsevier | 2015
    Keywords: Data mining

    Enhancing severe injury surveillance: The association between severe injury events and fatalities in US coal mines

    Poplin, Gerald S. / Miller, Hugh / Sottile, Joseph et al. | Elsevier | 2013
    Keywords: mining

    Examining psychosocial and physical hazards in the Ghanaian mining industry and their implications for employees’ safety experience

    Amponsah-Tawiah, Kwesi / Jain, Aditya / Leka, Stavroula et al. | Elsevier | 2013
    Keywords: Mining

    Near-miss narratives from the fire service: A Bayesian analysis

    Taylor, Jennifer A. / Lacovara, Alicia V. / Smith, Gordon S. et al. | Elsevier | 2013
    Keywords: Text-mining

    Visual feedback system to reduce errors while operating roof bolting machines

    Steiner, Lisa J. / Burgess-Limerick, Robin / Eiter, Brianna et al. | Elsevier | 2013
    Keywords: Mining

    An integrative model of organizational safety behavior

    Cui, Lin / Fan, Di / Fu, Gui et al. | Elsevier | 2013
    Keywords: Chinese mining sector

    Development and evaluation of a Naïve Bayesian model for coding causation of workers’ compensation claims

    Bertke, S.J. / Meyers, A.R. / Wurzelbacher, S.J. et al. | Elsevier | 2012
    Keywords: Data-mining , Text-mining

    A two-stage mining framework to explore key risk conditions on one-vehicle crash severity

    Chiou, Yu-Chiun / Lan, Lawrence W. / Chen, Wen-Pin | Elsevier | 2012
    Keywords: Genetic mining rule , Stepwise rule-mining algorithm

    A systems approach to accident causation in mining: An application of the HFACS method

    Lenné, Michael G. / Salmon, Paul M. / Liu, Charles C. et al. | Elsevier | 2011
    Keywords: Mining accidents

    A method for simplifying the analysis of traffic accidents injury severity on two-lane highways using Bayesian networks

    Mujalli, Randa Oqab / de Oña, Juan | Elsevier | 2011
    Keywords: Data mining

    Applying data mining techniques to explore factors contributing to occupational injuries in Taiwan's construction industry

    Cheng, Ching-Wu / Leu, Sou-Sen / Cheng, Ying-Mei et al. | Elsevier | 2011
    Keywords: Data mining

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