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Time Series

Papers

Showing 58765900 of 9169 papers

TitleStatusHype
Online Graph Topology Learning from Matrix-valued Time Series0
On the short term stability of financial ARCH price processes0
Model-free prediction of emergence of extreme events in a parametrically driven nonlinear dynamical system by Deep Learning0
Fast-Slow Streamflow Model Using Mass-Conserving LSTM0
Smoothed Bernstein Online Aggregation for Day-Ahead Electricity Demand Forecasting0
Multiplicative Error Models: 20 years on0
Wasserstein GAN: Deep Generation applied on Bitcoins financial time series0
Learning interaction rules from multi-animal trajectories via augmented behavioral modelsCode0
Automated Label Generation for Time Series Classification with Representation Learning: Reduction of Label Cost for Training0
Sliding Spectrum Decomposition for Diversified Recommendation0
STR-GODEs: Spatial-Temporal-Ridership Graph ODEs for Metro Ridership PredictionCode0
A deep convolutional neural network that is invariant to time rescalingCode0
Transformer-Based Behavioral Representation Learning Enables Transfer Learning for Mobile Sensing in Small Datasets0
Generation of Synthetic Multi-Resolution Time Series Load Data0
Ensembles of Randomized NNs for Pattern-based Time Series Forecasting0
Deep Metric Learning Model for Imbalanced Fault Diagnosis0
Synthetic Time-Series Load Data via Conditional Generative Adversarial Networks0
Physics-informed generative neural network: an application to troposphere temperature prediction0
Numerical approximation of hybrid Poisson-jump Ait-Sahalia-type interest rate model with delay0
Multi-modal Affect Analysis using standardized data within subjects in the Wild0
On the Use of Time Series Kernel and Dimensionality Reduction to Identify the Acquisition of Antimicrobial Multidrug Resistance in the Intensive Care Unit0
Comparing seven methods for state-of-health time series prediction for the lithium-ion battery packs of forklifts0
EVARS-GPR: EVent-triggered Augmented Refitting of Gaussian Process Regression for Seasonal DataCode0
Early Recognition of Ball Catching Success in Clinical Trials with RNN-Based Predictive Classification0
Near-optimal inference in adaptive linear regression0
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