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Time Series

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Showing 3426–3450 of 9169 papers

TitleStatusHype
A method for recovery of multidimensional time series based on the detection of behavioral patterns and the use of autoencoders—0
Using Analytics on Student Created Data to Content Validate Pedagogical Tools—0
KPIs-Based Clustering and Visualization of HPC jobs: a Feature Reduction Approach—0
Self-supervised Machine Learning Based Approach to Orbit Modelling Applied to Space Traffic Management—0
Improving age prediction: Utilizing LSTM-based dynamic forecasting for data augmentation in multivariate time series analysis—0
Sparse Transformer with Local and Seasonal Adaptation for Multivariate Time Series ForecastingCode0
CSformer: Combining Channel Independence and Mixing for Robust Multivariate Time Series Forecasting—0
TPRNN: A Top-Down Pyramidal Recurrent Neural Network for Time Series Forecasting—0
Temporal Supervised Contrastive Learning for Modeling Patient Risk ProgressionCode0
CLeaRForecast: Contrastive Learning of High-Purity Representations for Time Series Forecasting—0
Fast Classification of Large Time Series Datasets—0
Learning the Causal Structure of Networked Dynamical Systems under Latent Nodes and Structured NoiseCode0
Using deep neural networks to improve the precision of fast-sampled particle timing detectors—0
VAE-IF: Deep feature extraction with averaging for fully unsupervised artifact detection in routinely acquired ICU time-series—0
Signatures Meet Dynamic Programming: Generalizing Bellman Equations for Trajectory Following—0
Unsupervised Multi-modal Feature Alignment for Time Series Representation Learning—0
Shape-aware Segmentation of the Placenta in BOLD Fetal MRI Time SeriesCode0
GCov-Based Portmanteau Test—0
Wavelength-multiplexed Delayed Inputs for Memory Enhancement of Microring-based Reservoir Computing—0
Foreign Capital and Economic Growth: Evidence from Bangladesh—0
Parameter fine-tuning method for MMG model using real-scale ship data—0
Personalized Pose Forecasting—0
Adaptive Dependency Learning Graph Neural NetworksCode0
Multi-Scale and Multi-Modal Contrastive Learning Network for Biomedical Time Series—0
On Tuning Neural ODE for Stability, Consistency and Faster Convergence—0
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