Driving style recognition method using braking characteristics based on hidden Markov model. [PDF]
PLoS ONE, 2017 Since the advantage of hidden Markov model in dealing with time series data and for the sake of identifying driving style, three driving style (aggressive, moderate and mild) are modeled reasonably through hidden Markov model based on driver braking ...
Chao Deng +3 more
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A Review of Intelligent Driving Style Analysis Systems and Related Artificial Intelligence Algorithms [PDF]
Sensors, 2015 In this paper the various driving style analysis solutions are investigated. An in-depth investigation is performed to identify the relevant machine learning and artificial intelligence algorithms utilised in current driver behaviour and driving style ...
Gys Albertus Marthinus Meiring +1 more
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Applied SciencesThis paper investigates the application of ensemble learning in improving the accuracy and reliability of predictions in connected vehicle systems, focusing on driving style, road surface quality, and traffic conditions.
Yahya Kadhim Jawad, Mircea Nitulescu
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Personalized Steering Feel Control Based on Driving Style Recognition and Closed-Loop Motion Regulation [PDF]
SensorsAgainst the backdrop of the continuous expansion of the automotive industry, consumer demand is undergoing a profound shift from quantity to quality. Conventional steering systems, due to their lack of dynamic adaptation to driver styles, struggle to ...
Hsin Guan +8 more
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Using naturalistic driving data to identify driving style based on longitudinal driving operation conditions [PDF]
Journal of Intelligent and Connected Vehicles, 2022 Purpose – An individual’s driving style significantly affects overall traffic safety. However, driving style is difficult to identify due to temporal and spatial differences and scene heterogeneity of driving behavior data.
Nengchao Lyu +4 more
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Prognostic Analysis of Driving Style: The Significance of Demographic and Cognitive Factors
Psichologija, 2023 This study aimed to compare four driving styles among professional and non-professional Lithuanian drivers and to assess the significance of demographic and cognitive factors in predicting investigated driving styles.
Justina Slavinskienė +1 more
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Associations of the Light Triad with Driving Style and Driving Anger Expression
Transactions on Transport Sciences, 2023 Previous research on personality in the driving context mostly focused on the negative and maladaptive personality traits. The present study investigated the links between the Light Triad traits with driving style and driving anger expression.
Pinar Biçaksiz, Burcu Tekeş
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Implementation of Driving Cycles Based on Driving Style Characteristics of Autonomous Vehicles
World Electric Vehicle Journal, 2022 The standardized driving cycles, which are used around the globe for the development and homologation of automobiles, consist of a series of speed points versus time, to represent typical driving conditions and to exclude the influence of a human driver.
Xucheng Duan +2 more
doaj +1 more source
Privacy preserving driving style recognition [PDF]
2015 International Conference on Connected Vehicles and Expo (ICCVE), 2015 International Conference on Connected Vehicles and Expo ...
Rizzo, Nicholas +3 more
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The identification of Malaysian driving styles using the multidimensional driving style inventory [PDF]
MATEC Web of Conferences, 2016 Se realizó un estudio para investigar los estilos de conducción dentro de la región geográfica de Malasia. La primera parte del estudio determinó los estilos de conducción de los conductores malayos utilizando el enfoque del Inventario de Estilo de Conducción Multidimensional.
Juffrizal Karjanto +6 more
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