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Time Series

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Showing 176–200 of 9169 papers

TitleStatusHype
MONAQ: Multi-Objective Neural Architecture Querying for Time-Series Analysis on Resource-Constrained DevicesCode0
LibIQ: Toward Real-Time Spectrum Classification in O-RAN dAppsCode0
Topology-driven identification of repetitions in multi-variate time seriesCode0
ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data—0
Does Scaling Law Apply in Time Series Forecasting?—0
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain AdaptationCode0
Informed Forecasting: Leveraging Auxiliary Knowledge to Boost LLM Performance on Time Series Forecasting—0
Evaluating Simplification Algorithms for Interpretability of Time Series Classification—0
Implet: A Post-hoc Subsequence Explainer for Time Series ModelsCode0
Diffusion-assisted Model Predictive Control Optimization for Power System Real-Time Operation—0
A Multi-scale Representation Learning Framework for Long-Term Time Series Forecasting—0
SPAT: Sensitivity-based Multihead-attention Pruning on Time Series Forecasting Models—0
TiMo: Spatiotemporal Foundation Model for Satellite Image Time SeriesCode1
Foundation Models Knowledge Distillation For Battery Capacity Degradation ForecastCode1
Feature Fitted Online Conformal Prediction for Deep Time Series Forecasting ModelCode0
DELPHYNE: A Pre-Trained Model for General and Financial Time Series—0
Revisiting the Excess Volatility Puzzle Through the Lens of the Chiarella Model—0
A Comparative Study of Transformer-Based Models for Multi-Horizon Blood Glucose PredictionCode0
FCPCA: Fuzzy clustering of high-dimensional time series based on common principal component analysisCode0
OLinear: A Linear Model for Time Series Forecasting in Orthogonally Transformed DomainCode3
Causal View of Time Series Imputation: Some Identification Results on Missing Mechanism—0
4TaStiC: Time and trend traveling time series clustering for classifying long-term type 2 diabetes patients—0
Copula Analysis of Risk: A Multivariate Risk Analysis for VaR and CoVaR using Copulas and DCC-GARCHCode0
Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers—0
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks—0
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