Research on Classification and Recognition of Driving Styles Based on Feature Engineering
暂无分享,去创建一个
Datong Qin | Zheng Chen | Pan Zhao | Jiming Wang | Yonggang Liu | D. Qin | Zheng Chen | Yonggang Liu | Jiming Wang | Pan Zhao
[1] Weihua Sheng,et al. Driver drowsiness detection through HMM based dynamic modeling , 2014, 2014 IEEE International Conference on Robotics and Automation (ICRA).
[2] Junqiang Xi,et al. A rapid pattern-recognition method for driving styles using clustering-based support vector machines , 2016, 2016 American Control Conference (ACC).
[3] Michael J. Cafarella,et al. Input selection for fast feature engineering , 2016, 2016 IEEE 32nd International Conference on Data Engineering (ICDE).
[4] Md Zahidul Islam,et al. Discretization of continuous attributes through low frequency numerical values and attribute interdependency , 2016, Expert Syst. Appl..
[5] A. Augustynowicz. Preliminary classification of driving style with objective rank method , 2009 .
[6] M. Akamatsu,et al. Indices for characterizing driving style and their relevance to car following behavior , 2007, SICE Annual Conference 2007.
[7] Honghai Li,et al. Driving style estimation by fusing multiple driving behaviors: a case study of freeway in China , 2018, Cluster Computing.
[8] Wen Jing Zhang,et al. Driving habits analysis on vehicle data using error back-propagation neural network algorithm , 2015 .
[9] Chao Deng,et al. Driving style recognition method using braking characteristics based on hidden Markov model , 2017, PloS one.
[10] Rui Xiong,et al. Towards a smarter hybrid energy storage system based on battery and ultracapacitor - A critical review on topology and energy management , 2018, Journal of Cleaner Production.
[11] Manohar Das,et al. Driver Classification for Optimization of Energy Usage in a Vehicle , 2012, CSER.
[12] Lin Li,et al. Driving Style Classification Using a Semisupervised Support Vector Machine , 2017, IEEE Transactions on Human-Machine Systems.
[13] Yangsheng Xu,et al. Human Driving Behavior Recognition Based on Hidden Markov Models , 2006, 2006 IEEE International Conference on Robotics and Biomimetics.
[14] M. Mikulincer,et al. The multidimensional driving style inventory--scale construct and validation. , 2004, Accident; analysis and prevention.
[15] Corneliu E. Havârneanu,et al. The Romanian Version of the Multidimensional Driving Style Inventory: Psychometric Properties and Cultural Specificities , 2015 .
[16] Chih-Jen Lin,et al. LIBSVM: A library for support vector machines , 2011, TIST.
[17] Eva Ericsson,et al. Independent driving pattern factors and their influence on fuel-use and exhaust emission factors , 2001 .
[18] Wolfram Burgard,et al. Learning driving styles for autonomous vehicles from demonstration , 2015, 2015 IEEE International Conference on Robotics and Automation (ICRA).
[19] Bo Gao,et al. Driving Style Recognition for Intelligent Vehicle Control and Advanced Driver Assistance: A Survey , 2018, IEEE Transactions on Intelligent Transportation Systems.
[20] Hongwen He,et al. A Double-Scale, Particle-Filtering, Energy State Prediction Algorithm for Lithium-Ion Batteries , 2018, IEEE Transactions on Industrial Electronics.
[21] Marco Brambilla,et al. Comparison of different driving style analysis approaches based on trip segmentation over GPS information , 2017, 2017 IEEE International Conference on Big Data (Big Data).
[22] Yi Lu Murphey,et al. Driver's style classification using jerk analysis , 2009, 2009 IEEE Workshop on Computational Intelligence in Vehicles and Vehicular Systems.
[23] Yi He,et al. Curve speed model for driver assistance based on driving style classification , 2017 .
[24] F Dai,et al. Modelling and recognition of a driver’s starting intentions , 2012 .
[25] Orit Taubman-Ben-Ari,et al. The multidimensional driving style inventory a decade later: Review of the literature and re-evaluation of the scale. , 2016, Accident; analysis and prevention.
[26] Joonwoo Son,et al. Relationships between Driving Style and Fuel Consumption in Highway Driving , 2011 .
[27] Junqiang Xi,et al. Statistical-based approach for driving style recognition using Bayesian probability with kernel density estimation , 2019 .
[28] Lutz Eckstein,et al. Optimisation of energy efficiency based on average driving behaviour and driver's preferences for automated driving , 2015 .
[29] Junqiang Xi,et al. Driving Style Analysis Using Primitive Driving Patterns With Bayesian Nonparametric Approaches , 2017, IEEE Transactions on Intelligent Transportation Systems.
[30] Bo Cheng,et al. Estimation of driving style in naturalistic highway traffic using maneuver transition probabilities , 2017 .
[31] Junqiang Xi,et al. Modeling and Recognizing Driver Behavior Based on Driving Data: A Survey , 2014 .
[32] Berry Eggen,et al. Measuring driving styles: a validation of the multidimensional driving style inventory , 2015, AutomotiveUI.
[33] Yiman Du,et al. Leveraging longitudinal driving behaviour data with data mining techniques for driving style analysis , 2015 .