time-series

Documents about time-series

• Benchmarking Time Series Generation Methods for Privacy-Preserving Forecasting#444641arXiv CS
• Pre-training Epidemic Time Series Forecasters with Compartmental Prototypes.#452812NCBI PubMed Central
• A Forecast Combination Framework for Hierarchical and Grouped Time Series Reconciliation#614248arXiv (OAI Expanded)
• Prediction Inference of Time Series with Standard ReLU Deep Neural Networks#614365arXiv (OAI Expanded)
• A Forecast Combination Framework for Hierarchical and Grouped Time Series Reconciliation#615215arXiv (All)
• Prediction Inference of Time Series with Standard ReLU Deep Neural Networks#615332arXiv (All)
• Spatio-Temporal Autoregressions for High Dimensional Matrix-Valued Time Series#617353arXiv (OAI Expanded)
• Spatio-Temporal Autoregressions for High Dimensional Matrix-Valued Time Series#617853arXiv (All)
• VeriTS: Verifiable Model-Enhanced Time-Series Queries on Blockchain Systems#618645arXiv CS
• Differential-Embedding Reconstruction of Dynamical Systems from Scalar Time Series#622888arXiv (OAI Expanded)
• Differential-Embedding Reconstruction of Dynamical Systems from Scalar Time Series#625161arXiv (All)
• TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts#628064arXiv (OAI Expanded)
• TiMi: Empower Time Series Transformers with Multimodal Mixture of Experts#629926arXiv (All)
• Computer Animation of Remote Sensing Based Time Series Data Sets#642053electronic library
• Large-particle distribution at time series station DYFAMED#150824DataCite
• Iodine speciation at time series station DYFAMED#150827DataCite
• Primary production at time series station DYFAMED#150828DataCite
• Distributions of carbonate properties and oxygen along the water column at time series station DYFAMED from date 1999-02-04#183479DataCite
• SOMLIT-Portzic time series (French Research Infrastructure ILICO): long-term core parameter monitoring in the Bay of Brest and Iroise Sea#194988SEANOE
• Aplicación de técnicas inteligentes a la gestión de la empresa industrial#243000Repositorio Institucional de la Universidad de Burgos (RIUBU)
• On testing for independence between generalized error models of several time series#139096arXiv (OAI)
• Explainable Load Forecasting with Covariate-Informed Time Series Foundation Models#146916arXiv CS
• CastFlow: Learning Role-Specialized Agentic Workflows for Time Series Forecasting#146953arXiv CS
• Training-Free Probabilistic Time-Series Forecasting with Conformal Seasonal Pools#155300arXiv CS
• Time series clustering based on the characterisation of segment typologies#158584arXiv (OAI)
• Can Large Language Models Adequately Perform Symbolic Reasoning Over Time Series?#163182arXiv (OAI)
• Forecasting hospital bed occupancy: a time series approach with prophet.#170569NCBI PubMed Central
• Looped SSMs: Depth-Recurrence and Input Reshaping for Time Series Classification#192413arXiv CS
• Toto 2.0: Time Series Forecasting Enters the Scaling Era#204776arXiv CS
• TimeGuard: Channel-wise Pool Training for Backdoor Defense in Time Series Forecasting#216713arXiv CS
• VACE: Learning Geometrically Structured Representations for Time Series Anomaly Detection#222620arXiv CS
• Explainable time-series forecasting with sampling-free SHAP for Transformers.#239671NCBI PubMed Central
• Clustering methods for categorical time series and sequences : a scoping review.#239859NCBI PubMed Central
• MOOSE_GE cruises: phytoplankton pigments#240897SEANOE
• PAMF: Prior-Aware Multimodal Fusion for Incomplete Time Series Data#259486arXiv CS
• TRACE: A Temporal Conditional Estimation for Multimodal Time Series Foundation Models#259528arXiv CS
• TSseek: Regular Expression-Based Similarity Search for Distributed Time Series Datasets#267747arXiv CS
• Multiple Choice Learning from Ambiguous Signals#304477HAL (France)
• How Good Can Linear Models Be for Time-Series Forecasting?#310810arXiv CS
• ALER-TI: Aligned Latent Embedding Retrieval for Time Series Imputation#349622arXiv CS
• Asymmetric Peak-Aware Loss for Peak-Critical Time Series Forecasting#373403arXiv CS
• Impute On-Demand: Adaptive Correlated Time Series Imputation for Changing Environments#411161arXiv CS
• Causal Discovery with Inverted Self-attention for Multivariate Time Series#414128arXiv CS
• Brain-inspired reservoir computing framework for complex time-series prediction.#422909NCBI PubMed Central
• IMFACT: Counterfactual Explanations for Time Series via Intrinsic Mode Function Substitution#429410arXiv CS
• QFCQT: A Chaotically Gated Quantformer Framework for Volatile Time-Series Forecasting#440417arXiv CS
• Evaluating Generative Time-Series Models on Data with Point Masses#441803arXiv CS
• Discretizing Continuous Time Series for Imputation with Masked Diffusion Training#467115arXiv CS
• CLaST: Context-aware Contrastive VAE for Probabilistic Time Series Forecasting#471248arXiv CS
• Rethinking Patch Based Multivariate Time Series Forecasting with Semantic Structured Partitioning#471297arXiv CS