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Time Series

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Showing 951–975 of 9169 papers

TitleStatusHype
M-CELS: Counterfactual Explanation for Multivariate Time Series Data Guided by Learned Saliency MapsCode0
See it, Think it, Sorted: Large Multimodal Models are Few-shot Time Series Anomaly Analyzers—0
ElasTST: Towards Robust Varied-Horizon Forecasting with Elastic Time-Series TransformerCode3
PSformer: Parameter-efficient Transformer with Segment Attention for Time Series Forecasting—0
Enhancing Glucose Level Prediction of ICU Patients through Hierarchical Modeling of Irregular Time-SeriesCode0
FilterNet: Harnessing Frequency Filters for Time Series ForecastingCode3
FinBERT-BiLSTM: A Deep Learning Model for Predicting Volatile Cryptocurrency Market Prices Using Market Sentiment Dynamics—0
ProGen: Revisiting Probabilistic Spatial-Temporal Time Series Forecasting from a Continuous Generative Perspective Using Stochastic Differential EquationsCode0
A Survey of Financial AI: Architectures, Advances and Open ChallengesCode2
KAN-AD: Time Series Anomaly Detection with Kolmogorov-Arnold NetworksCode1
Segmentation algorithms and modeling of recurrent bursting events in neuronal and glial time series—0
Explainable Spatio-Temporal GCNNs for Irregular Multivariate Time Series: Architecture and Application to ICU Patient DataCode0
Abstracted Shapes as Tokens -- A Generalizable and Interpretable Model for Time-series ClassificationCode1
Variational Neural Stochastic Differential Equations with Change Points—0
Text2Freq: Learning Series Patterns from Text via Frequency Domain—0
AR-Pro: Counterfactual Explanations for Anomaly Repair with Formal PropertiesCode0
RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting—0
Case ID detection based on time series data -- the mining use case—0
Ada-MSHyper: Adaptive Multi-Scale Hypergraph Transformer for Time Series ForecastingCode2
LSEAttention is All You Need for Time Series Forecasting—0
In-Context Fine-Tuning for Time-Series Foundation Models—0
EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection—0
Generative forecasting of brain activity enhances Alzheimer's classification and interpretation—0
Tangent Space Causal Inference: Leveraging Vector Fields for Causal Discovery in Dynamical SystemsCode0
Gradient-free training of recurrent neural networksCode0
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