Paper "multivariate time series" Papers

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Self-attention-based Diffusion Model for Time-series Imputation in Partial Blackout Scenarios

Mohammad Rafid Ul Islam, Prasad Tadepalli, Alan Fern

AAAI 2025paperarXiv:2503.01737
9
citations

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

Muyao Wang, Wenchao Chen, Bo Chen

AAAI 2024paperarXiv:2403.05406
12
citations

Graph-Aware Contrasting for Multivariate Time-Series Classification

Yucheng Wang, Yuecong Xu, Jianfei Yang et al.

AAAI 2024paperarXiv:2309.05202
33
citations

Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence

Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen et al.

AAAI 2024paperarXiv:2401.13157
8
citations