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Time Series

Papers

Showing 23512375 of 9169 papers

TitleStatusHype
Smart energy management: process structure-based hybrid neural networks for optimal scheduling and economic predictive control in integrated systems0
Transition of α-mixing in Random Iterations with Applications in Queuing Theory0
Large datasets for the Euro Area and its member countries and the dynamic effects of the common monetary policy0
GRU-D Characterizes Age-Specific Temporal Missingness in MIMIC-IV0
Learning Interpretable Hierarchical Dynamical Systems Models from Time Series Data0
TimeCNN: Refining Cross-Variable Interaction on Time Point for Time Series Forecasting0
MC-QDSNN: Quantized Deep evolutionary SNN with Multi-Dendritic Compartment Neurons for Stress Detection using Physiological Signals0
Applying Quantum Autoencoders for Time Series Anomaly Detection0
Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution0
SDA-GRIN for Adaptive Spatial-Temporal Multivariate Time Series ImputationCode0
Forest Proximities for Time Series0
Elucidating the Design Choice of Probability Paths in Flow Matching for Forecasting0
Local Attention Mechanism: Boosting the Transformer Architecture for Long-Sequence Time Series ForecastingCode0
SOI: Scaling Down Computational Complexity by Estimating Partial States of the Model0
A new GARCH model with a deterministic time-varying intercept0
Metadata Matters for Time Series: Informative Forecasting with Transformers0
Resource-aware Mixed-precision Quantization for Enhancing Deployability of Transformers for Time-series Forecasting on Embedded FPGAs0
GAS-Norm: Score-Driven Adaptive Normalization for Non-Stationary Time Series Forecasting in Deep LearningCode0
Channel-aware Contrastive Conditional Diffusion for Multivariate Probabilistic Time Series ForecastingCode0
Efficient Source-Free Time-Series Adaptation via Parameter Subspace Disentanglement0
Embedded Topic Models Enhanced by Wikification0
Plots Unlock Time-Series Understanding in Multimodal Models0
TrajGPT: Irregular Time-Series Representation Learning for Health Trajectory Analysis0
Deep Koopman-layered Model with Universal Property Based on Toeplitz Matrices0
Repurposing Foundation Model for Generalizable Medical Time Series Classification0
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