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Time Series

Papers

Showing 79768000 of 9169 papers

TitleStatusHype
Constrained Generation of Semantically Valid Graphs via Regularizing Variational AutoencodersCode0
Revisiting Inaccuracies of Time Series Averaging under Dynamic Time Warping0
A Memory-Network Based Solution for Multivariate Time-Series ForecastingCode0
From FATS to feets: Further improvements to an astronomical feature extraction tool based on machine learning0
One-shot Learning for iEEG Seizure Detection Using End-to-end Binary Operations: Local Binary Patterns with Hyperdimensional Computing0
MASA: Motif-Aware State Assignment in Noisy Time Series DataCode0
Bayesian Nonparametric Spectral EstimationCode0
Deep Recurrent Electricity Theft Detection in AMI Networks with Random Tuning of Hyper-parameters0
Scalable Learning in Reproducing Kernel Krein Spaces0
VLSTM: Very Long Short-Term Memory Networks for High-Frequency Trading0
A Deep Learning Spatiotemporal Prediction Framework for Mobile Crowdsourced Services0
Complete Inference of Causal Relations between Dynamical SystemsCode0
Proximity Forest: An effective and scalable distance-based classifier for time seriesCode1
Correlated Time Series Forecasting using Deep Neural Networks: A Summary of Results0
Elastic bands across the path: A new framework and methods to lower bound DTWCode0
Exponential inequalities for nonstationary Markov Chains0
Testing of Binary Regime Switching Models using Squeeze Duration Analysis0
Predicting Extubation Readiness in Extreme Preterm Infants based on Patterns of Breathing0
SeriesNet:A Generative Time Series Forecasting Model0
Optimizing the Union of Intersections LASSO (UoI_LASSO) and Vector Autoregressive (UoI_VAR) Algorithms for Improved Statistical Estimation at Scale0
Learning to Exploit Invariances in Clinical Time-Series Data using Sequence Transformer Networks0
Data Consistency Approach to Model ValidationCode0
Short-term load forecasting using optimized LSTM networks based on EMD0
Combining time-series and textual data for taxi demand prediction in event areas: a deep learning approach0
LARNN: Linear Attention Recurrent Neural NetworkCode0
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