Leveraging Deep Learning for Time Series Extrinsic Regression in predicting photometric metallicity of Fundamental-mode RR…
Decoding Time Series with LLMs: A Multi-Agent Framework for Cross-Domain Annotationby Minhua Lin, Zhengzhang Chen,…
TimeSeriesExam: A time series understanding examby Yifu Cai, Arjun Choudhry, Mononito Goswami, Artur DubrawskiFirst submitted…
Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP)by Mohammad Asif…
Vector-ICL: In-context Learning with Continuous Vector Representationsby Yufan Zhuang, Chandan Singh, Liyuan Liu, Jingbo Shang,…
Plots Unlock Time-Series Understanding in Multimodal Modelsby Mayank Daswani, Mathias M.J. Bellaiche, Marc Wilson, Desislav…
From News to Forecast: Integrating Event Analysis in LLM-Based Time Series Forecasting with Reflectionby Xinlei…
TSFeatLIME: An Online User Study in Enhancing Explainability in Univariate Time Series Forecastingby Hongnan Ma,…
TS-HTFA: Advancing Time Series Forecasting via Hierarchical Text-Free Alignment with Large Language Modelsby Pengfei Wang,…
Evaluation of k-means time series clustering based on z-normalization and NP-Freeby Ming-Chang Lee, Jia-Chun Lin,…