This page was last updated on 2024-07-17 08:44:57 UTC
Recommendations for the article AZ-whiteness test: a test for signal uncorrelation on spatio-temporal graphs
| Abstract | Title | Authors | Publication Date | Journal/ Conference | Citation count | Highest h-index |
|---|---|---|---|---|---|---|
| visibility_off | AZ-whiteness test: a test for uncorrelated noise on spatio-temporal graphs | Daniele Zambon, C. Alippi | 2022-04-23 | ArXiv | 5 | 49 |
| visibility_off | A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection | Ming Jin, Huan Yee Koh, Qingsong Wen, Daniele Zambon, C. Alippi, G. I. Webb, Irwin King, Shirui Pan | 2023-07-07 | ArXiv | 51 | 49 |
| visibility_off | Graph construction on complex spatiotemporal data for enhancing graph neural network-based approaches | Stefan Bloemheuvel, J. Hoogen, Martin Atzmueller | 2023-09-25 | International Journal of Data Science and Analytics | 0 | 6 |
| visibility_off | Learning Time-aware Graph Structures for Spatially Correlated Time Series Forecasting | Minbo Ma, Jilin Hu, Christian S. Jensen, Fei Teng, Peng Han, Zhiqiang Xu, Tian-Jie Li | 2023-12-27 | ArXiv | 0 | 11 |
| visibility_off | Time-Varying Signals Recovery Via Graph Neural Networks | Jhon A. Castro-Correa, Jhony H. Giraldo, Anindya Mondal, M. Badiey, T. Bouwmans, Fragkiskos D. Malliaros | 2023-02-22 | ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) | 4 | 42 |
| visibility_off | Graph-Time Convolutional Neural Networks: Architecture and Theoretical Analysis | Mohammad Sabbaqi, E. Isufi | 2022-06-30 | IEEE Transactions on Pattern Analysis and Machine Intelligence | 6 | 20 |
| visibility_off | Multivariate Time Series Forecasting With Dynamic Graph Neural ODEs | Ming Jin, Yu Zheng, Yuanhao Li, Siheng Chen, B. Yang, Shirui Pan | 2022-02-17 | IEEE Transactions on Knowledge and Data Engineering | 52 | 42 |
| visibility_off | Dynamic Graph Learning with Long and Short-Term for Multivariate Time Series Anomaly Detection | Yuyin Tian, Rong Gao, Lingyu Yan, Donghua Liu, Zhiwei Ye | 2023-09-07 | 2023 IEEE 12th International Conference on Intelligent Data Acquisition and Advanced Computing Systems: Technology and Applications (IDAACS) | 0 | 3 |
| Abstract | Title | Authors | Publication Date | Journal/Conference | Citation count | Highest h-index |