Spatio-Temporal Clustering of Traffic Data with Deep Embedded Clustering-Reference-Cited by-同舟云学术

Spatio-Temporal Clustering of Traffic Data with Deep Embedded Clustering

Published:2019 Issue: Volume: Page:
ISSN:
Container-title:Proceedings of the 3rd ACM SIGSPATIAL International Workshop on Prediction of Human Mobility - PredictGIS'19
language:
Short-container-title:

Author:

Asadi Reza¹,Regan Amelia¹

Affiliation:

1. Department of Computer Science, University of California Irvine, Irvine, California

Publisher

ACM Press

Reference28 articles.

1. G. Atluri, A. Karpatne, and V. Kumar, "Spatio-temporal data mining: A survey of problems and methods," ACM Computing Surveys (CSUR), vol. 51, no. 4, p. 83, 2018.

2. A. M. Nagy and V. Simon, "Survey on traffic prediction in smart cities," Pervasive and Mobile Computing, vol. 50, pp. 148--163, 2018.

3. F. Rempe, G. Huber, and K. Bogenberger, "Spatio-temporal congestion patterns in urban traffic networks," Transportation Research Procedia, vol. 15, pp. 513--524, 2016.

4. L. Zhu, F. R. Yu, Y. Wang, B. Ning, and T. Tang, "Big data analytics in intelligent transportation systems: A survey," IEEE Transactions on Intelligent Transportation Systems, vol. 20, no. 1, pp. 383--398, 2018.

5. C. Wang, X. Li, X. Zhou, A. Wang, and N. Nedjah, "Soft computing in big data intelligent transportation systems," Applied Soft Computing, vol. 38, pp. 1099--1108, 2016.

Cited by 14 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. A novel asymmetric loss function for deep clustering-based health monitoring and anomaly detection for spacecraft telemetry;CCF Transactions on Pervasive Computing and Interaction;2024-08-16

2. 1DCAE-TSSAMC: Two-Stage Multi-Dimensional Spatial Features Based Multi-View Deep Clustering for Time Series Data;International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems;2024-06

3. Optimization enabled LeNet for big data classification using MapReduce framework on COVID-19 data;Australian Journal of Electrical and Electronics Engineering;2024-04-27

4. A Weakly Supervised Method for Encrypted Traffic Classification in the Dark Web;Communications in Computer and Information Science;2024

5. Extracting Spatiotemporal Bus Passenger Trip Typologies from Noisy Mobile Ticketing Boarding Data;Data Science for Transportation;2023-09-14