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Showing 501–525 of 9169 papers

TitleStatusHype
Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series ClassificationCode2
Mitigating Data Scarcity in Time Series Analysis: A Foundation Model with Series-Symbol Data Generation—0
TS-OOD: Evaluating Time-Series Out-of-Distribution Detection and Prospective Directions for Progress—0
Spatiotemporal Forecasting in Climate Data Using EOFs and Machine Learning Models: A Case Study in Chile—0
CoRe: Coherency Regularization for Hierarchical Time Series—0
A Supervised Screening and Regularized Factor-Based Method for Time Series Forecasting—0
Causal Modeling of fMRI Time-series for Interpretable Autism Spectrum Disorder Classification—0
TimeDistill: Efficient Long-Term Time Series Forecasting with MLP via Cross-Architecture Distillation—0
Not All Data are Good Labels: On the Self-supervised Labeling for Time Series Forecasting—0
Efficient Inverse Multiagent Learning—0
Rumor Detection by Multi-task Suffix Learning based on Time-series Dual Sentiments—0
dtaianomaly: A Python library for time series anomaly detectionCode2
Stock Price Prediction Using a Hybrid LSTM-GNN Model: Integrating Time-Series and Graph-Based Analysis—0
Position: There are no Champions in Long-Term Time Series Forecasting—0
Learning Novel Transformer Architecture for Time-series Forecasting—0
Adapting Large Language Models for Time Series Modeling via a Novel Parameter-efficient Adaptation Method—0
Unlocking Multimodal Integration in EHRs: A Prompt Learning Framework for Language and Time Series Fusion—0
An LLM-Powered Agent for Physiological Data Analysis: A Case Study on PPG-based Heart Rate Estimation—0
Masking the Gaps: An Imputation-Free Approach to Time Series Modeling with Missing Data—0
k-Graph: A Graph Embedding for Interpretable Time Series ClusteringCode1
VUS: Effective and Efficient Accuracy Measures for Time-Series Anomaly DetectionCode2
Lightweight Online Adaption for Time Series Foundation Model Forecasts—0
Performance of Zero-Shot Time Series Foundation Models on Cloud DataCode0
Disentangling Long-Short Term State Under Unknown Interventions for Online Time Series ForecastingCode1
Time Series Treatment Effects Analysis with Always-Missing Controls—0
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