Data-Driven Short-Term Forecasting for Urban Road Network Traffic Based on Data Processing and LSTM-RNN
Author:
Funder
National Natural Science Foundation of China
National Natural Science Foundation of Guangdong Province
Publisher
Springer Science and Business Media LLC
Subject
Multidisciplinary
Link
http://link.springer.com/content/pdf/10.1007/s13369-018-3390-0.pdf
Reference45 articles.
1. Zhang, J.; et al.: Data-driven intelligent transportation systems: a survey. IEEE Trans. Intell. Transp. Syst. 4(12), 1624–1639 (2011)
2. Bengio, Y.: Learning deep architectures for AI. Found. Trends Mach. Learn. 1(2), 1–127 (2009)
3. Liu, W.; Ma, T.; Xie, Q.; et al.: LMAE: a large margin auto-encoders for classification. Signal Process. 141, 137–143 (2017)
4. Prusa, J.D.; Khoshgoftaar, T.M.: Improving deep neural network design with new text data representations. J. Big Data 4(1), 7 (2017)
5. Wang, W.; Jiang, Y.; Wang, D.; et al.: Through wall human detection under small samples based on deep learning algorithm. Pattern Recognit. 72, 458–465 (2017)
Cited by 80 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. Developing An Automatic Road Safety Model for Accident Identification, Detection, And Prevention Using Deep Learning Algorithms;2024-09-13
2. In-Depth Insights into the Application of Recurrent Neural Networks (RNNs) in Traffic Prediction: A Comprehensive Review;Algorithms;2024-09-06
3. Recent advances in Machine Learning based Advanced Driver Assistance System applications;Microprocessors and Microsystems;2024-09
4. A multi-Layer CNN-GRUSKIP model based on transformer for spatial −TEMPORAL traffic flow prediction;Ain Shams Engineering Journal;2024-09
5. Transformer-Based Spatiotemporal Graph Diffusion Convolution Network for Traffic Flow Forecasting;Electronics;2024-08-09
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