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Time Series

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Showing 2051–2075 of 9169 papers

TitleStatusHype
VITRO: Vocabulary Inversion for Time-series Representation Optimization—0
VSFormer: Value and Shape-Aware Transformer with Prior-Enhanced Self-Attention for Multivariate Time Series Classification—0
Breaking the Context Bottleneck on Long Time Series ForecastingCode0
Data-Driven Economic Agent-Based Models—0
TimeRAG: BOOSTING LLM Time Series Forecasting via Retrieval-Augmented Generation—0
Explainable AI for Multivariate Time Series Pattern Exploration: Latent Space Visual Analytics with Temporal Fusion Transformer and Variational Autoencoders in Power Grid Event Diagnosis—0
Iterative Encoding-Decoding VAEs Anomaly Detection in NOAA's DART Time Series: A Machine Learning Approach for Enhancing Data Integrity for NASA's GRACE-FO Verification and Validation—0
Zero Shot Time Series Forecasting Using Kolmogorov Arnold Networks—0
Cherry-Picking in Time Series Forecasting: How to Select Datasets to Make Your Model Shine—0
Leveraging Time Series Categorization and Temporal Fusion Transformers to Improve Cryptocurrency Price Forecasting—0
Enhancing Masked Time-Series Modeling via Dropping PatchesCode0
A Comprehensive Forecasting Framework based on Multi-Stage Hierarchical Forecasting Reconciliation and Adjustment—0
PreMixer: MLP-Based Pre-training Enhanced MLP-Mixers for Large-scale Traffic Forecasting—0
Spatio-Temporal Forecasting of PM2.5 via Spatial-Diffusion guided Encoder-Decoder ArchitectureCode0
Multivariate Rough Volatility—0
QuLTSF: Long-Term Time Series Forecasting with Quantum Machine LearningCode0
Content-aware Balanced Spectrum Encoding in Masked Modeling for Time Series Classification—0
Comparative Analysis of Zero-Shot Capability of Time-Series Foundation Models in Short-Term Load Prediction—0
Synthetic Time Series Data Generation for Healthcare Applications: A PCG Case Study—0
GG-SSMs: Graph-Generating State Space Models—0
A Comparative Study of Pruning Methods in Transformer-based Time Series Forecasting—0
Multimodal LLM for Intelligent Transportation Systems—0
Individual Bus Trip Chain Prediction and Pattern Identification Considering SimilaritiesCode0
Are Large Language Models Useful for Time Series Data Analysis?—0
Deep-learning-based identification of individual motion characteristics from upper-limb trajectories towards disorder stage evaluation—0
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