EDformer: Embedded Decomposition Transformer for Interpretable Multivariate Time Series Predictionsby Sanjay Chakraborty, Ibrahim Delibasoglu, Fredrik…
A Decomposition Modeling Framework for Seasonal Time-Series Forecastingby Yining Pang, Chenghan LiFirst submitted to arxiv…
Multimodal LLM for Intelligent Transportation Systemsby Dexter Le, Aybars Yunusoglu, Karn Tiwari, Murat Isik, I.…
Transformer-Based Bearing Fault Detection using Temporal Decomposition Attention Mechanismby Marzieh Mirzaeibonehkhater, Mohammad Ali Labbaf-Khaniki, Mohammad…
Grassmannian Geometry Meets Dynamic Mode Decomposition in DMD-GEN: A New Metric for Mode Collapse in…
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Databy Chengsen Wang,…
Individual Bus Trip Chain Prediction and Pattern Identification Considering Similaritiesby Xiannan Huang, Yixin Chen, Quan…
Missing data imputation for noisy time-series data and applications in healthcareby Lien P. Le, Xuan-Hien…
Learning Latent Spaces for Domain Generalization in Time Series Forecastingby Songgaojun Deng, Maarten de RijkeFirst…
Semi-Supervised Risk Control via Prediction-Powered Inferenceby Bat-Sheva Einbinder, Liran Ringel, Yaniv RomanoFirst submitted to arxiv…