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Showing 1576–1600 of 9169 papers

TitleStatusHype
A Comparative Study of Transformer-Based Models for Multi-Horizon Blood Glucose PredictionCode0
Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers—0
Quantum Observers: A NISQ Hardware Demonstration of Chaotic State Prediction Using Quantum Echo-state NetworksCode0
Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics—0
Copula Analysis of Risk: A Multivariate Risk Analysis for VaR and CoVaR using Copulas and DCC-GARCHCode0
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks—0
The Impact of COVID-19 on FinTech Lending in Indonesia: Evidence From Interrupted Time Series Analysis—0
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering—0
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint—0
Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data—0
NSF-MAP: Neurosymbolic Multimodal Fusion for Robust and Interpretable Anomaly Prediction in Assembly PipelinesCode0
IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction—0
Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training SchemeCode0
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions—0
Edge-Optimized Deep Learning & Pattern Recognition Techniques for Non-Intrusive Load Monitoring of Energy Time Series—0
STRGCN: Capturing Asynchronous Spatio-Temporal Dependencies for Irregular Multivariate Time Series Forecasting—0
Mitigating mode collapse in normalizing flows by annealing with an adaptive schedule: Application to parameter estimation—0
A new membership inference attack that spots memorization in generative and predictive models: Loss-Based with Reference Model algorithm (LBRM)—0
Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS)—0
Parameter estimation for land-surface models using machine learning libraries—0
SCFormer: Structured Channel-wise Transformer with Cumulative Historical State for Multivariate Time Series ForecastingCode0
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction—0
Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study—0
Learning the Simplest Neural ODE—0
Lightweight Defense Against Adversarial Attacks in Time Series ClassificationCode0
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