Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in…
DUET: Dual Clustering Enhanced Multivariate Time Series Forecastingby Xiangfei Qiu, Xingjian Wu, Yan Lin, Chenjuan…
Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Databy Soroush Omranpour, Guillaume Rabusseau,…
WaveGNN: Modeling Irregular Multivariate Time Series for Accurate Predictionsby Arash Hajisafi, Maria Despoina Siampou, Bita…
Integrative Analysis of Financial Market Sentiment Using CNN and GRU for Risk Prediction and Alert…
Toward Foundation Model for Multivariate Wearable Sensing of Physiological Signalsby Yunfei Luo, Yuliang Chen, Asif…
Federated Learning of Dynamic Bayesian Network via Continuous Optimization from Time Series Databy Jianhong Chen,…
Multivariate Time Series Clustering for Environmental State Characterization of Ground-Based Gravitational-Wave Detectorsby Rutuja Gurav, Isaac…
Auto-Regressive Moving Diffusion Models for Time Series Forecastingby Jiaxin Gao, Qinglong Cao, Yuntian ChenFirst submitted…
Quantitative Evaluation of Motif Sets in Time Seriesby Daan Van Wesenbeeck, Aras Yurtman, Wannes Meert,…