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Showing 201–225 of 9169 papers

TitleStatusHype
Enhancing Time Series Forecasting via a Parallel Hybridization of ARIMA and Polynomial Classifiers—0
Unraveling Quantum Environments: Transformer-Assisted Learning in Lindblad Dynamics—0
NewsNet-SDF: Stochastic Discount Factor Estimation with Pretrained Language Model News Embeddings via Adversarial Networks—0
Quantum Observers: A NISQ Hardware Demonstration of Chaotic State Prediction Using Quantum Echo-state NetworksCode0
The Impact of COVID-19 on FinTech Lending in Indonesia: Evidence From Interrupted Time Series Analysis—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
Accurate and Efficient Multivariate Time Series Forecasting via Offline Clustering—0
FIC-TSC: Learning Time Series Classification with Fisher Information Constraint—0
PYRREGULAR: A Unified Framework for Irregular Time Series, with Classification BenchmarksCode1
IRNN: Innovation-driven Recurrent Neural Network for Time-Series Data Modeling and Prediction—0
An Efficient Transport-Based Dissimilarity Measure for Time Series Classification under Warping Distortions—0
Generative Models for Long Time Series: Approximately Equivariant Recurrent Network Structures for an Adjusted Training SchemeCode0
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
Non-stationary Diffusion For Probabilistic Time Series ForecastingCode2
FilterTS: Comprehensive Frequency Filtering for Multivariate Time Series ForecastingCode1
Retrieval Augmented Time Series ForecastingCode1
Stabilizing 3D EPI time series by servo navigation and phase equalization exploiting repeated shots (PEERS)—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
Prediction of Delirium Risk in Mild Cognitive Impairment Using Time-Series data, Machine Learning and Comorbidity Patterns -- A Retrospective Study—0
Towards Cross-Modality Modeling for Time Series Analytics: A Survey in the LLM EraCode2
Parameter estimation for land-surface models using machine learning libraries—0
LLM4FTS: Enhancing Large Language Models for Financial Time Series Prediction—0
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