Multicriteria decision support employing adaptive prediction in a tensor-based feature representationby Betania Silva Carneiro Campello,…
Domain Adaptation for Time series Transformers using One-step fine-tuningby Subina Khanal, Seshu Tirupathi, Giulio Zizzo,…
Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Valuesby Yu Zheng, Huan…
ReACT: Reinforcement Learning for Controller Parametrization using B-Spline Geometriesby Thomas Rudolf, Daniel Flögel, Tobias Schürmann,…
DualDynamics: Synergizing Implicit and Explicit Methods for Robust Irregular Time Series Analysisby YongKyung Oh, Dong-Young…
HiMTM: Hierarchical Multi-Scale Masked Time Series Modeling with Self-Distillation for Long-Term Forecastingby Shubao Zhao, Ming…
Identifying Best Practice Melting Patterns in Induction Furnaces: A Data-Driven Approach Using Time Series KMeans…
Transportation Marketplace Rate Forecast Using Signature Transformby Haotian Gu, Xin Guo, Timothy L. Jacobs, Philip…
Online Test-Time Adaptation of Spatial-Temporal Traffic Flow Forecastingby Pengxin Guo, Pengrong Jin, Ziyue Li, Lei…
Predicting the structure of dynamic graphsby Sevvandi Kandanaarachchi, Ziqi Xu, Stefan WesterlundFirst submitted to arxiv…