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Vehicle System Dynamics
International Journal of Vehicle Mechanics and Mobility
Volume 56, 2018 - Issue 1
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Machine learning to classify and predict objective and subjective assessments of vehicle dynamics: the case of steering feel

Gaspar L. Gil GómezVehicle Dynamics, Volvo Car Corporation, Gothenburg, SwedenCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-6699-1965View further author information
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Mikael NybackaDepartment of Aeronautical and Vehicle Engineering, Division of Vehicle Dynamics, KTH Royal Institute of Technology, School of Engineering Sciences, Stockholm, SwedenORCID Iconhttps://orcid.org/0000-0002-2265-9004View further author information
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Lars DruggeDepartment of Aeronautical and Vehicle Engineering, Division of Vehicle Dynamics, KTH Royal Institute of Technology, School of Engineering Sciences, Stockholm, SwedenORCID Iconhttps://orcid.org/0000-0001-8928-0368View further author information
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Egbert BakkerVehicle Dynamics, Volvo Car Corporation, Gothenburg, SwedenView further author information
Pages 150-171 | Received 20 Dec 2016, Accepted 14 Jun 2017, Published online: 24 Jul 2017

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Christine Funfschilling & Guillaume Perrin. (2019) Uncertainty quantification in vehicle dynamics. Vehicle System Dynamics 57:7, pages 1062-1086.
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Articles from other publishers (13)

Xin Guan, YuNing Zhang, PingPing Lu, ChunGuang Duan & Jun Zhan. (2022) The control strategy of the electric power steering system for steering feel control. Proceedings of the Institution of Mechanical Engineers, Part D: Journal of Automobile Engineering 238:2-3, pages 347-357.
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Fei Chen, Hongbo Shi, Jianjun Yang, Yikang Li & Yu Lai. (2024) Intelligent Car Cockpit Comfort Evaluation Model Based on SVM. IEEE Access 12, pages 27566-27577.
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Ali Attari, Ali Abdi Kordani & Seyed Mohsen Hosseinian. (2023) Evaluating the effect of braking of run-off-the-road vehicles over downgrade foreslopes on side friction factor using vehicle dynamics modeling. Innovative Infrastructure Solutions 9:1.
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Takefumi KAWAKAMI, Takanori IDE, Kunihito HOKI & Masakazu MURAMATSU. (2023) Shift Quality Classifier Using Deep Neural Networks on Small Data with Dropout and Semi-Supervised Learning. IEICE Transactions on Information and Systems E106.D:12, pages 2078-2084.
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Di Ao & Jialin Li. (2022) Subjective assessment for an advanced driver assistance system: a case study in China. Journal of Intelligent and Connected Vehicles 5:2, pages 112-122.
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Erik Ketzmerick, Patrick Zösch, Hendrik Abel, Thomas Enning, Christian Schimmel & Günther Prokop. 2022. 22. Internationales Stuttgarter Symposium. 22. Internationales Stuttgarter Symposium 443 466 .
Ignacio Sánchez Andrades, Juan J. Castillo Aguilar, Juan M. Velasco García, Juan A. Cabrera Carrillo & Miguel Sánchez Lozano. (2020) Low-Cost Road-Surface Classification System Based on Self-Organizing Maps. Sensors 20:21, pages 6009.
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Lorenzo Nicoletti, Matthias Bronner, Benedikt Danquah, Alexander Koch, Adrian Konig, Sebastian Krapf, Aditya Pathak, Ferdinand Schockenhoff, Ganesh Sethuraman, Sebastian Wolff & Markus Lienkamp. (2020) Review of Trends and Potentials in the Vehicle Concept Development Process. Review of Trends and Potentials in the Vehicle Concept Development Process.
Xinjie Zhang, Shuai Tang, Konghui Guo, Dong Chen, Wentao Li & Ke He. 2020. Advances in Dynamics of Vehicles on Roads and Tracks. Advances in Dynamics of Vehicles on Roads and Tracks 1302 1312 .
Donggyun Kim, MyeonGyu Jeong, ByungGuk Bae & Changsun Ahn. (2019) Design of a Human Evaluator Model for the Ride Comfort of Vehicle on a Speed Bump Using a Neural Artistic Style Extraction. Sensors 19:24, pages 5407.
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Ahmad Alsahaf, George Azzopardi, Bart Ducro, Egiel Hanenberg, Roel F. Veerkamp & Nicolai Petkov. (2019) Estimation of Muscle Scores of Live Pigs Using a Kinect Camera. IEEE Access 7, pages 52238-52245.
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Bin Zhong, Hui Chen, Jiachen Chen, Xiaoming Lan, Quyi Liu, Yosuke Nishimura & Kazuya Ando. Study on Important Indices Related to Driver Feelings for LKA Intervention Process. Study on Important Indices Related to Driver Feelings for LKA Intervention Process.
Jonah Shapiro, Kevin McLaughlin & HyungJu Kwon. Predicting and Achieving Objective Steering Performance Measures. Predicting and Achieving Objective Steering Performance Measures.

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