{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T18:10:20Z","timestamp":1742839820957,"version":"3.40.2"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T00:00:00Z","timestamp":1727136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,9,24]],"date-time":"2024-09-24T00:00:00Z","timestamp":1727136000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,9,24]]},"DOI":"10.1109\/itsc58415.2024.10919527","type":"proceedings-article","created":{"date-parts":[[2025,3,21]],"date-time":"2025-03-21T19:00:11Z","timestamp":1742583611000},"page":"3837-3843","source":"Crossref","is-referenced-by-count":0,"title":["Assessing Vehicle Behavior for Road Safety"],"prefix":"10.1109","author":[{"given":"Abishek Kumar","family":"Karuppasamy","sequence":"first","affiliation":[]},{"given":"Rym Z","family":"Wenkstern","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/tcst.2010.2049203"},{"journal-title":"Driver Behavior Detection Techniques: A survey","year":"2018","author":"Kadhim Alluhaibi","key":"ref2"},{"journal-title":"Car: Autonomous Driving Using Deep Reinforce-ment Learning in Urban Environment","year":"2018","author":"Abdur R.","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.3390\/su10072351"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1049\/iet-its.2018.5172"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.trf.2018.06.027"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2020.04.046"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/wimob.2019.8923366"},{"journal-title":"Autonomous Driving Cars in Smart Cities: Recent Advances, Require-ments, and Challenges","year":"2020","author":"Ibrar","key":"ref9"},{"journal-title":"Abnormal Driving Detection With Normalized Driving Behavior Data: A Deep Learning Approach","year":"2020","author":"Jie","key":"ref10"},{"journal-title":"Estimation of Blood Alcohol Concentration From Smartphone Gait Data Using Neural Networks","year":"2021","author":"Ruojun","key":"ref11"},{"journal-title":"Method-ology and Mobile Application for Driver Behavior Analysis and Accident Prevention","year":"2020","author":"Alexey","key":"ref12"},{"journal-title":"On Detecting Drunk Drivers in Mixed Autonomous Platoons Using Vehicles Velocity Measurements","year":"2022","author":"Abdelrahman","key":"ref13"},{"journal-title":"forest-based feature selection and detection method for drunk driving recognition","year":"2020","author":"Zhen Long","key":"ref14"},{"journal-title":"Personalized Adaptive Cruise Control and Impacts on Mixed Traffic","year":"2021","author":"Mehmet Fatih","key":"ref15"},{"journal-title":"Online Adaptation of Parameters using GRU-based Neural Network with BO for Accurate Driving Model","year":"2021","author":"Zhanhong","key":"ref16"},{"journal-title":"Drive2Vec: Multiscale State-Space Embedding of Vehicular Sensor Data","year":"2018","author":"David","key":"ref17"},{"journal-title":"A Review of HMM-Based Approaches of Driving Behaviors Recognition and Prediction","year":"2022","author":"Qi","key":"ref18"},{"journal-title":"Driver state prediction from vehicle signals: An evaluation of segmentation approaches","year":"2022","author":"Martin","key":"ref19"},{"journal-title":"VeGPT: Human-Machine-Augmented Intelligent Vehicles With Generative Pre-Trained Transformer","year":"2023","author":"Junping","key":"ref20"},{"journal-title":"Multimodal Manoeuvre and Trajectory Prediction for Automated Driving on Highways Using Transformer Networks","year":"2023","author":"Sajjad","key":"ref21"},{"journal-title":"Deep Multi-Task Learning for Anomalous Driving Detection Using CAN Bus Scalar Sensor Data","year":"2019","author":"Vidyasagar","key":"ref22"},{"journal-title":"Long Short-Term Transformer for Online Action Detection","year":"2021","author":"Mingze","key":"ref23"},{"journal-title":"GapFormer: Fast Autoregressive Trans-formers meet RNN s for Personalized Adaptive Cruise Control","year":"2022","author":"Noveen","key":"ref24"},{"journal-title":"Multi-task Driver Steering Behaviour Modeling Using Time-Series Transformer","year":"2022","author":"Yang","key":"ref25"},{"journal-title":"TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration","year":"2022","author":"Kunyu","key":"ref26"},{"journal-title":"Are Transformers Effective for Time Series Forecasting","year":"2022","author":"Zeng","key":"ref27"},{"volume-title":"BERT:Pre-training of Deep Bidirectional Transformers for Language Understanding","year":"2019","author":"Devlin","key":"ref28"},{"journal-title":"Multidimensional Time Series Anomaly Detection: A GRU-based Gaussian Mixture Variational Autoencoder Approach","year":"2018","author":"Yifan","key":"ref29"},{"volume-title":"Autoformer:Decomposition Transformers with Auto-Correlation for Long - Term Series Forecasting","year":"2022","author":"Wu","key":"ref30"},{"journal-title":"Lukas, Attention Is All You Need","year":"2023","author":"Vaswani","key":"ref31"},{"journal-title":"GRU - Based Interpretable Multivariate Time Series Anomaly Detection in Industrial Control System","year":"2023","author":"Tang","key":"ref32"},{"journal-title":"Graph Attention Networks","year":"2018","author":"Velickovic","key":"ref33"},{"journal-title":"How Attentive are Graph Attention Networks","year":"2022","author":"Brody","key":"ref34"},{"journal-title":"Unsupervised driving performance assessment using free-positioned smartphones in vehicles","year":"2016","author":"Yang","key":"ref35"},{"volume-title":"Irma Terpenning, STL:A Seasonal-Trend Decomposition Procedure Based on Loess","year":"1990","author":"Robert","key":"ref36"}],"event":{"name":"2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)","start":{"date-parts":[[2024,9,24]]},"location":"Edmonton, AB, Canada","end":{"date-parts":[[2024,9,27]]}},"container-title":["2024 IEEE 27th International Conference on Intelligent Transportation Systems (ITSC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10919469\/10919190\/10919527.pdf?arnumber=10919527","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,24]],"date-time":"2025-03-24T17:44:17Z","timestamp":1742838257000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10919527\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,9,24]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/itsc58415.2024.10919527","relation":{},"subject":[],"published":{"date-parts":[[2024,9,24]]}}}