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Time Series

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Showing 7751–7800 of 9169 papers

TitleStatusHype
Time Series Imputation—0
Optimal Combination Forecasts on Retail Multi-Dimensional Sales Data—0
Forecasting, Causality, and Impulse Response with Neural Vector Autoregressions—0
Trainable Time Warping: Aligning Time-Series in the Continuous-Time DomainCode0
Multi-Task Time Series Analysis applied to Drug Response Modelling—0
Learning Disentangled Representations of Satellite Image Time Series—0
State-Building through Public Land Disposal? An Application of Matrix Completion for Counterfactual PredictionCode0
Random Pairwise Shapelets ForestCode0
Dynamic Hurst Exponent in Time Series—0
tspDB: Time Series Predict DB—0
Adversarial Attacks on Deep Neural Networks for Time Series ClassificationCode0
Multi-Stage Fault Warning for Large Electric Grids Using Anomaly Detection and Machine Learning—0
Deep Neural Network Ensembles for Time Series ClassificationCode0
Data-driven Identification and Prediction of Power System Dynamics Using Linear Operators—0
Deep Switch Networks for Generating Discrete Data and Language—0
ST-UNet: A Spatio-Temporal U-Network for Graph-structured Time Series Modeling—0
Confident Kernel Sparse Coding and Dictionary Learning—0
SleepNet: Automated Sleep Analysis via Dense Convolutional Neural Network Using Physiological Time Series—0
Financial Trading Model with Stock Bar Chart Image Time Series with Deep Convolutional Neural Networks—0
Revisiting clustering as matrix factorisation on the Stiefel manifold—0
Deep Learning in Asset Pricing—0
Should we Reload Time Series Classification Performance Evaluation ? (a position paper)—0
Towards Time-Aware Distant Supervision for Relation Extraction—0
An Algorithm for the Visualization of Relevant Patterns in Astronomical Light Curves—0
GRATIS: GeneRAting TIme Series with diverse and controllable characteristicsCode0
Robust Lane Detection from Continuous Driving Scenes Using Deep Neural NetworksCode0
Temporal Registration in Application to In-utero MRI Time Series—0
Denoising Gravitational Waves with Enhanced Deep Recurrent Denoising Auto-Encoders—0
Autoregressive Convolutional Recurrent Neural Network for Univariate and Multivariate Time Series PredictionCode0
When do common time series estimands have nonparametric causal meaning?—0
Multiple-Kernel Dictionary Learning for Reconstruction and Clustering of Unseen Multivariate Time-series—0
Data-driven Neural Architecture Learning For Financial Time-series Forecasting—0
Time Series Source Separation using Dynamic Mode DecompositionCode0
Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting—0
Making the Dynamic Time Warping Distance Warping-Invariant—0
3D Graph Convolutional Networks with Temporal Graphs: A Spatial Information Free Framework For Traffic Forecasting—0
Financial series prediction using Attention LSTM—0
A Model Combining Convolutional Neural Network and LightGBM Algorithm for Ultra-Short-Term Wind Power Forecasting—0
Reducing Artificial Neural Network Complexity: A Case Study on Exoplanet Detection—0
Self-Organization in Spontaneous Movements of Neonates generates Self-specifying Sensory Experiences—0
Robust and Subject-Independent Driving Manoeuvre Anticipation through Domain-Adversarial Recurrent Neural NetworksCode0
Deep MR Fingerprinting with total-variation and low-rank subspace priors—0
Market efficiency, liquidity, and multifractality of Bitcoin: A dynamic study—0
Fault Diagnosis Method Based on Scaling Law for On-line Refrigerant Leak Detection—0
Convolutional-Sparse-Coded Dynamic Mode Decomposition and Its Application to River State Estimation—0
Identifying nonlinear dynamical systems via generative recurrent neural networks with applications to fMRI—0
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection—0
Robust and fast heart rate variability analysis of long and noisy electrocardiograms using neural networks and images—0
Learning to Adaptively Scale Recurrent Neural Networks—0
Generalisation in fully-connected neural networks for time series forecasting—0
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