time-series

Documents about time-series

• Efficient Attention for Time Series, Image and Video Understanding#642194eScholarship
• SO RadeHydro-Point B time series : monitoring a fixed point in a coastal ecosystem, bay of Villefranche sur mer, Ligurian Sea (Western Mediterranean)#214468SEANOE
• Matrix Profile II: Exploiting a Novel Algorithm and GPUs to Break the One Hundred Million Barrier for Time Series Motifs and Joins#614742eScholarship
• Estimación de variables forestales a partir sensores lidar y ópticos e inteligencia artificial#222420Dialnet
• ADAPTive Input Training for Many-to-One Pre-Training on Time-Series Classification#2599arXiv CS
• Analysis of crack propagation by getting scattered and lost diffusion system and time series analysis method#69648J-STAGE (Japan)
• Temporal dynamics of emotions in Italian online soccer fandoms#120675HAL (France)
• Nowcasting Growth Using the Bayesian Structural Time Series Model: Application to Tanzania#130815IMF Working Papers
• FETS Benchmark: Foundation Models Outperform Dataset-specific Machine Learning in Energy Time Series Forecasting#134595arXiv CS
• Physics-Inspired Diffusion Probabilistic Models for Improved Denoising in Intracardiac Time Series.#135777NCBI PubMed Central
• Logo-LLM: Local and Global Modeling with Large Language Models for Time Series Forecasting#147089arXiv (OAI)
• PAMod: Modeling Cyclical Shifts via Phase-Amplitude Modulation for Non-stationary Time Series Forecasting#151786arXiv CS
• A Review of Deep Learning Methods for Irregularly Sampled Medical Time Series Data.#154549NCBI PubMed Central
• AegisTS: A Hierarchical Agent System with Reinforcement Learning for Multivariate Time Series Data Cleaning#168423arXiv CS
• Impact of NICE guidance on laparoscopic surgery for inguinal hernias: analysis of interrupted time series#169971White Rose Research Online
• Evaluating Parallel Grid Search for Arima Hyperparameter Selection in Financial Time Series#176333Zenodo (CERN)
• Time series classification with random convolution kernels: pooling operators and input representations matter#179079arXiv (OAI)
• STaT: Resolving Shape Distortion in Non-Stationary Time Series via Tri-Modal Synergy#224525arXiv CS
• Leave a Window Out: Modifying the Jackknife for Predictive Inference in Time Series#238602arXiv CS
• Unified Geometry-Guided ML-FTLE for Tracking Transient Chaos from Scalar Time Series#266175arXiv CS
• Application of Time-Series and Advanced Machine Learning Techniques to Predict Breakdown Pressure#280718KFUPM ePrints
• MERRA derived hourly time series of GB-aggregated wind power, solar power and demand#286399University of Reading Research Data Archive
• RAVEN: A Regime-Aware Variable-context Expert Network for Financial Time Series Forecasting#303235arXiv CS
• Finding Optimal Alphabet for Encoding Daily Continuous Glucose Monitoring Time Series Into Compressed Text#372155PubMed Central
• SCEM: A Structure-Preserving Privacy Framework for Sensor-Generated Time-Series Data.#415706NCBI PubMed Central
• GARLIC: Graph Attention-based Relational Learning of Multivariate Time Series in Intensive Care#444634arXiv CS
• Physics-informed Diffusion Generative Model for Time-Series Data Synthesis in Dynamic Systems#444635arXiv CS
• Calibration Bets on the Past: Post-Training Quantization for Financial Time-Series Forecasting#447920arXiv CS
• EvoTS-Agent: A Self-Evolving LLM Agent for Financial Time Series Change Point Detection#463256arXiv CS
• Curriculum-Aware Interpolate-then-Refine: Learned Physiological Time-Series Imputation under Realistic Missingness#480049arXiv CS
• Which Histories Matter for Time Series Forecasting? Learning Predictive Relevance with Future Supervision#482141arXiv CS
• Clustered Local Projections for Short and Ultra-Short Time Series -- A Hierarchical Bayesian Framework#614178arXiv (OAI Expanded)
• Clustered Local Projections for Short and Ultra-Short Time Series -- A Hierarchical Bayesian Framework#615145arXiv (All)
• Recursive Multiple Change Point Detection of Nonstationary Time Series: Instability Tests, Estimation and Confidence Intervals#618780arXiv (OAI Expanded)
• Recursive Multiple Change Point Detection of Nonstationary Time Series: Instability Tests, Estimation and Confidence Intervals#620459arXiv (All)
• Time-Series Forecasting and Emotion Transition Analysis of Social Media Sentiment During the July Movement in Bangladesh#355563OSF
• Forecasting models for the electricity consumption of the cement industry in Brazil#291125DIALNET OAI Articles
• Time series analysis of the new tiering pricing policy for generic medicines in South Korea.#13700NCBI PubMed Central
• Unsupervised Anomaly Detection in Process-Complex Industrial Time Series: A Real-World Case Study#14029arXiv CS
• The use of controls in interrupted time series studies of public health interventions.#15369Semantic Scholar
• TSM-NIDS: A time-series mixer-based intrusion detection system for IoT networks.#30895NCBI PubMed Central
• Global Offshore Wind Infrastructure: Deployment and Operational Dynamics from Dense Sentinel-1 Time Series#124035arXiv CS
• Forecasting under-five stunting in Ethiopia using classical and machine learning time series models.#125540NCBI PubMed Central
• Approximately Equivariant Recurrent Generative Models for Quasi-Periodic Time Series with a Progressive Training Scheme#128382arXiv (OAI)
• Introducing BISTRO: a foundational model for unconditional and conditional forecasting of macroeconomic time series#130024BIS Papers
• TS-Reasoner: Domain-Oriented Time Series Inference Agents for Reasoning and Automated Analysis#131250arXiv (OAI)
• Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT#155492arXiv (OAI)
• Superposition Is Not Necessary: A Mechanistic Interpretability Analysis of Transformer Representations for Time Series Forecasting#158540arXiv CS
• Impact of NICE guidance on laparoscopic surgery for inguinal hernias: analysis of interrupted time series#168083White Rose Research Online
• Hybridizing Structural Time Series With Dynamic Nonlinear Autoregressive Neural Networks To Improve Cryptocurrency Price Prediction#225746USM Repository