time-series

Documents about time-series

• Towards a framework for combining stochastic and deterministic descriptions of nonstationary financial time series#230069Aston Publications Explorer
• MOOSE-GE cruises: lowered and ship ADCP data#240896SEANOE
• Benchmarking imputation strategies for missing time-series data in critical care using real-world-inspired scenarios#254286HAL (France)
• Trio: Learning Time-Series Forecasting with Temporal-Spatial-Sample Attention and Structural Causal Priors#266188arXiv CS
• Multiple cyclicity and Wavelet Decomposition with Channel Correlation for Long-term Time Series Forecasting#282804arXiv CS
• Relational and Sequential Conformal Inference for Energy Time Series over Graphs via Foundation Models#324897arXiv CS
• Heterogeneous impact of mask mandates on U.S. masking behavior: an interrupted time series study.#375567NCBI PubMed Central
• FedChronos: Federated Fine-Tuning of Time-Series Foundation Models for Privacy-Preserving Commodity Price Forecasting#423937arXiv CS
• GLAIM: Learning Global and Local Adaptive Inter-Variable Dependency for Multivariate Time Series Imputation#423985arXiv CS
• Flood Mapping and Flood Dynamics of the Mekong Delta: ENVISAT-ASAR-WSM Based Time Series Analyses#427021electronic library
• QuanTiMedAI: Quantum-Enhanced Time-Series Model guided by Agentic AI for Cardiac Arrest Mortality Prediction#432564arXiv CS
• DecoVAE: a Lightweight Interpretable Trend-Seasonal VAE Framework for Efficient Probabilistic Time Series Forecasting#471244arXiv CS
• Hierarchical semantic extraction and heterogeneous graph neural networks for event-driven time series forecasting.#479480NCBI PubMed Central
• Frequency-filtered attention for cross-species fMRI time series prediction under small-sample learning.#480852NCBI PubMed Central
• GALA: Generation-Aware Cross-Modal Alignment for Text-to-Time-Series Synthesis#614247arXiv (OAI Expanded)
• GALA: Generation-Aware Cross-Modal Alignment for Text-to-Time-Series Synthesis#615214arXiv (All)
• Closing the Loop: A Control-Theoretic Framework for Provably Stable Time Series Forecasting with LLMs#617458arXiv (OAI Expanded)
• Closing the Loop: A Control-Theoretic Framework for Provably Stable Time Series Forecasting with LLMs#617958arXiv (All)
• A Weak Penalty Neural ODE for Learning Chaotic Dynamics from Noisy Time Series#627993arXiv (OAI Expanded)
• A Weak Penalty Neural ODE for Learning Chaotic Dynamics from Noisy Time Series#629855arXiv (All)
• The decline and recovery of total column ozone using a multimodel time series analysis#634609electronic library
• Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data#650543arXiv (OAI Expanded)
• Biogenic opal, carbonate fluxes, time series#347070DataCite
• Nutrients at time series station KERFIX#150837DataCite
• Dynamic Rating Method for Computing Discharge and Stage from Time-Series Data#621906USGS Publications
• Multivariate time-series forecasting of liver biomarkers from longitudinal lifestyle data for nonalcoholic steatohepatitis detection.#4353NCBI PubMed Central
• Drift-Aware Online Dynamic Learning for Nonstationary Multivariate Time Series: Application to Sintering Quality Prediction#5970arXiv CS
• The pitfalls of incidence-based time series regression for inferring the effects of weather on infectious diseases#10141bioRxiv / medRxiv
• An adaptive autoregressive integration model for multi-variate time series analysis of extreme climate events.#13538NCBI PubMed Central
• Time series generation for option pricing on quantum computers using tensor network#128279arXiv (OAI)
• Automated Energy-Aware Time-Series Model Deployment on Embedded FPGAs for Resilient Combined Sewer Overflow Management#155639arXiv (OAI)
• Three-Stage Learning Unlocks Strong Performance in Simple Models for Long-Term Time Series Forecasting#180674arXiv CS
• KairosHope: A Next-Generation Time-Series Foundation Model for Specialized Classification via Dual-Memory Architecture#200489arXiv CS
• Enhancing wind and solar energy forecasting through time-series feature engineering and ensemble machine learning.#213968NCBI PubMed Central
• ChronoVAE-HOPE: Beyond Attention -- A Next-Generation VAE Foundation Model for Specialized Time Series Classification#216837arXiv CS
• SelNeTime: a python package inferring effective population size and selection intensity from genomic time series data#218239HAL (France)
• Contrast to Detect: Dynamic Graph Contrastive Regularization for Unsupervised Anomaly Detection in Multivariate Time Series#222591arXiv CS
• Time-Series Analysis and Age-Stratified Forecasting of Diarrheal Disease in Rwanda Using SARIMA Models.#232271NCBI PubMed Central
• Time series Foundation Models based on Physics-Informed Synthetic Histories for Cold-Start Photovoltaic Forecasting#266163arXiv CS
• Supplementary results tables 1, 2 & 3#296725Figshare
• Early Warning Signals in Ecological Time-Series#314738Europe PMC
• TA-SparseMG: Trend-Aware Sparse Forecasting via Multi-Scale Gating for Long-Term Time Series#319695arXiv CS
• Refining humane endpoint detection by time-series forecasting and threshold definition using a multivariate severity score.#396152NCBI PubMed Central
• Be-7 time series collected at Dome C, Antarctica#404904AMS Acta
• Causal-TS: A Python Library for Causal Discovery in High-Dimensional and Nonstationary Time Series#405643arXiv CS
• A Novel CNN-LSTM Algorithm for Strain Time Series Prediction of Orthotropic Steel Bridge Decks.#415693NCBI PubMed Central
• Unraveling spatiotemporal dynamics of pine wilt disease via time-series UAV monitoring and deep learning.#442913NCBI PubMed Central
• FM-LLM: A frequency-enhanced mixture-of-experts framework for adapting LLMs to time series forecasting#447904arXiv CS
• Learning to Select a Pre-trained Deep-Learning Model for Transfer Learning on Multivariate Time-Series Data.#489696DBLP
• A note on the use of time series in the analysis of flight test records#491398AERADE