AAAI 2024 "time series forecasting" Papers

5 papers found

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Conference

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Considering Nonstationary within Multivariate Time Series with Variational Hierarchical Transformer for Forecasting

Muyao Wang, Wenchao Chen, Bo Chen

AAAI 2024paperarXiv:2403.05406
12
citations

GMP-AR: Granularity Message Passing and Adaptive Reconciliation for Temporal Hierarchy Forecasting

Fan Zhou, Chen Pan, Lintao Ma et al.

AAAI 2024paperarXiv:2406.12242

Root Cause Analysis in Microservice Using Neural Granger Causal Discovery

Cheng-Ming Lin, Ching Chang, Wei-Yao Wang et al.

AAAI 2024paperarXiv:2402.01140
29
citations

TimesURL: Self-Supervised Contrastive Learning for Universal Time Series Representation Learning

jiexi Liu, Songcan Chen

AAAI 2024paperarXiv:2312.15709
102
citations

U-mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting

Xiang Ma, Xuemei Li, Lexin Fang et al.

AAAI 2024paperarXiv:2401.02236
36
citations