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Time Series

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Showing 6101–6125 of 9169 papers

TitleStatusHype
Enhancing LLMs for Time Series Forecasting via Structure-Guided Cross-Modal Alignment—0
On the Initialization of Long Short-Term Memory Networks—0
On the interplay between multiscaling and stocks dependence—0
On the Linearity of Semantic Change: Investigating Meaning Variation via Dynamic Graph Models—0
On the LRD of the Aggregated Traffic Flows in High-Speed Computer Networks—0
On the LRD of the Aggregated Traffic Flows in High-Speed Computer Networks—0
Improve Fidelity and Utility of Synthetic Credit Card Transaction Time Series from Data-centric Perspective—0
On the Necessity of Multi-Domain Explanation: An Uncertainty Principle Approach for Deep Time Series Models—0
Data Augmentation of Time-Series Data in Human Movement Biomechanics: A Scoping Review—0
On the Post-hoc Explainability of Deep Echo State Networks for Time Series Forecasting, Image and Video Classification—0
Improved Sales Forecasting using Trend and Seasonality Decomposition with LightGBM—0
Improved Predictive Models for Acute Kidney Injury with IDEAs: Intraoperative Data Embedded Analytics—0
Data Augmentation of Multivariate Sensor Time Series using Autoregressive Models and Application to Failure Prognostics—0
Improved Predictive Deep Temporal Neural Networks with Trend Filtering—0
On the semantics of big Earth observation data for land classification—0
Causal Disentanglement Hidden Markov Model for Fault Diagnosis—0
Improved Prediction and Network Estimation Using the Monotone Single Index Multi-variate Autoregressive Model—0
Enhancing Network Anomaly Detection with Quantum GANs and Successive Data Injection for Multivariate Time Series—0
Enhancing Peak Network Traffic Prediction via Time-Series Decomposition—0
On the statistics of scaling exponents and the Multiscaling Value at Risk—0
On the Success Rate of Crossover Operators for Genetic Programming with Offspring Selection—0
On the suitability of generalized regression neural networks for GNSS position time series prediction for geodetic applications in geodesy and geophysics—0
On the Susceptibility and Robustness of Time Series Models through Adversarial Attack and Defense—0
On the Theory and Practice of Privacy-Preserving Bayesian Data Analysis—0
Improved PAC-Bayesian Bounds for Linear Regression—0
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