time-series

Documents about time-series

• Regime-aware causal Bayesian forecasting for non-stationary time series.#479241NCBI PubMed Central
• Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness#614235arXiv (OAI Expanded)
• Represent, Then Generate: Multimodal-Conditioned Time-Series Generation under Irregular Missingness#615202arXiv (All)
• JAPE: Joint Anomaly Prediction and Intrinsic Explanation in Multivariate Time Series#618766arXiv (OAI Expanded)
• JAPE: Joint Anomaly Prediction and Intrinsic Explanation in Multivariate Time Series#620445arXiv (All)
• Graph-Based Machine Learning for Multivariate Time Series Prediction in Scientific Domains: Streamflow Forecasting and Solar Flare Prediction#429891DigitalCommons@USU
• Dissolved and particulate thorium 234 concentrations at time series station DYFAMED#150822DataCite
• Carbonate properties and oxygen concentrations at time series station DYFAMED#150826DataCite
• Zero-shot Multivariate Time Series Forecasting Using Tabular Prior Fitted Networks#2598arXiv CS
• TimeSAF: Towards LLM-Guided Semantic Asynchronous Fusion for Time Series Forecasting#13108arXiv CS
• ASTER: Latent Pseudo-Anomaly Generation for Unsupervised Time-Series Anomaly Detection#14030arXiv CS
• SmartCrypt: Enhancing Security for Storing and Sharing Time-Series Data in IIoT#17826PhilArchive
• Fixation Sequences as Time Series: A Topological Approach to Dyslexia Detection#126518arXiv CS
• LLaTiSA: Towards Difficulty-Stratified Time Series Reasoning from Visual Perception to Semantics#130753Papers With Code
• Differentiable latent structure discovery for interpretable forecasting in clinical time series#146942arXiv CS
• Convolutional and Deep Learning based techniques for Time Series Ordinal Classification#158606arXiv (OAI)
• KANMixer: a minimal KAN-centered mixer for long-term time series forecasting#158759arXiv (OAI)
• C-SHAP for time series: An approach to high-level temporal explanations#160871arXiv (OAI)
• Simulation-Based Comparison of ControlledInterrupted Time Series (CITS) and Multivariable Regression#172242bioRxiv / medRxiv
• LagCI Enables Inference of Temporal Causal Relationships from Dense Multi-Omic Time Series#192325bioRxiv / medRxiv
• Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling#229488arXiv CS
• High-Quality Synthetic Financial Time-Series using a GAN-Diffusion Framework#229505arXiv CS
• Tiny but Trusted: Efficient Vision-Language Reasoning for Time-Series Anomaly Detection#238638arXiv CS
• Distribution-Aware Diffusion-LLM for Robust Ultra-Long-Term Time Series Forecasting#299983arXiv CS
• Sequential RC-TGAN: Generating Relational Time Series with Spectral Envelope Loss#324891arXiv CS
• LeNEPA: No-Augmentation Next-Latent Prediction for Time-Series Representation Learning#329101arXiv CS
• TimEE: End-to-end Time Series Classification via In-Context Learning#349635arXiv CS
• GatedLinear: Adaptive Routing of Complementary Linear Bases for Time Series Forecasting#361442arXiv CS
• The Spectrum Is Not Enough: When Context Helps Time-Series Forecasting#366240arXiv CS
• Exploring Zero-Shot Foundation Models for Multivariate Time Series Anomaly Detection#366282arXiv CS
• Economic uncertainty shocks and cause-specific mortality#414872Harvard DASH
• Complex systems approach to social science#434982OSF
• Into the ORBIT for Time Series: Training Regimes for Foundation Models#451305arXiv CS
• ConceptTS: LLM-Guided Concept Bottlenecks for Interpretable Multivariate Time-Series Forecasting#480042arXiv CS
• Root cause analysis via difference graph discovery from linear time-series data#480102arXiv CS
• Stakeholder perspectives on implementing ED time series forecasting: a qualitative interview study.#480919NCBI PubMed Central
• Macrodiscontent Across Countries#485995SocArXiv
• Learning to Difference: Adaptive Reversible Differencing (AdaRDiff) for Time Series Forecasting#618590arXiv CS
• FETERS: Few-Shot Early Time-Series Classification via Effective Ratio Selection#619103arXiv (OAI Expanded)
• FETERS: Few-Shot Early Time-Series Classification via Effective Ratio Selection#620782arXiv (All)
• TSPFN: A Temporal Tabular Foundation Model for Physiological Time Series Classification#622522arXiv CS
• TSExplorer: An interactive data annotation and exploration tool for time-series data#622603arXiv CS
• Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting#627927arXiv (OAI Expanded)
• Continuous Evolution Pool: Taming Recurring Concept Drift in Online Time Series Forecasting#629789arXiv (All)
• RATL: Learning from Retrieved Residuals for Robust Multivariate Time-Series Forecasting#639679arXiv CS
• Primary production at time series station DYFAMED from date 1993-07-06#189558DataCite
• Primary production at time series station DYFAMED from date 1993-09-07#189559DataCite
• Primary production at time series station DYFAMED from date 1993-10-04#189560DataCite
• Primary production at time series station DYFAMED from date 1993-11-08#189561DataCite
• Primary production at time series station DYFAMED from date 1993-12-06#189562DataCite