One-Dimensional Convolutional Neural Network Model for Abnormal Driving Behaviors Detection Using Smartphone Sensors

Author:

Liu Jing1,Liu Yang1,Lin Jieyu2,Wei Donglai1,Xia Xu3,Ni Wei4,Huang Xiaohong5,Song Liang1

Affiliation:

1. Fudan University,Academy for Eng. & Tech.,Shanghai,China

2. University of Toronto,Dept. of ECE,Toronto,Canada

3. China Telecom Research,MCR Dept.,Beijing,China

4. Institute on NSAI,Shanghai East-bund Research,Shanghai,China

5. Shanghai University of Fin. and Eco.,SIME,Shanghai,China

Publisher

IEEE

Reference34 articles.

1. Controlling over-generalization and its effect on adversarial examples generation and detection;abbasi,2018

2. Pilotguru;chechetka,2019

3. Short-Term traffic condition prediction of urban road network based on improved SVM

4. Data-driven heating and cooling load predictions for non-residential buildings based on support vector machine regression and NARX Recurrent Neural Network: A comparative study on district scale

5. Data augmentation using synthetic data for time series classification with deep residual networks;ismail fawaz;International Workshop on Advanced Analytics and Learning on Temporal Data ECML PKDD,2018

Cited by 5 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Racing with Vision Transformer Architecture;2022 4th International Symposium on Smart and Healthy Cities (ISHC);2022-12

2. Traffic Prediction Model of Power Wireless Private Network Based on LSTM Neural Network;2022 4th International Symposium on Smart and Healthy Cities (ISHC);2022-12

3. An Improved Algorithm for Arterial Road Signal Coordination Control;2022 4th International Symposium on Smart and Healthy Cities (ISHC);2022-12

4. A Review for the Driving Behavior Recognition Methods Based on Vehicle Multisensor Information;Journal of Advanced Transportation;2022-10-07

5. Design-Based Research of Early Warning System for Drowning Based on Artificial Intelligence;2022 2nd International Conference on Networking Systems of AI (INSAI);2022-10

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3