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Time Series

Papers

Showing 60516100 of 9169 papers

TitleStatusHype
Statistical guided-waves-based SHM via stochastic non-parametric time series models0
Indian Economy and Nighttime Lights0
Echo State Network for two-dimensional turbulent moist Rayleigh-Bénard convection0
Identification of brain states, transitions, and communities using functional MRI0
A fast algorithm for complex discord searches in time series: HOT SAX Time0
Short-term prediction of Time Series based on bounding techniques0
Dynamic cyber risk estimation with Competitive Quantile AutoregressionCode0
Conditional Generative Models for Counterfactual Explanations0
A Review of Graph Neural Networks and Their Applications in Power SystemsCode1
Optimizing Convergence for Iterative Learning of ARIMA for Stationary Time Series0
Temporal Latent Auto-Encoder: A Method for Probabilistic Multivariate Time Series Forecasting0
Multi-view Integration Learning for Irregularly-sampled Clinical Time SeriesCode0
Multi-Time Attention Networks for Irregularly Sampled Time SeriesCode1
VConstruct: Filling Gaps in Chl-a Data Using a Variational Autoencoder0
Spectrum Attention Mechanism for Time Series Classification0
Multi-Task Time Series Forecasting With Shared Attention0
Unraveling S&P500 stock volatility and networks -- An encoding-and-decoding approach0
An Optimal Reduction of TV-Denoising to Adaptive Online Learning0
Short-term daily precipitation forecasting with seasonally-integrated autoencoderCode0
A symbolic information approach to characterize response-related differences in cortical activity during a Go/No-Go task0
Tensor-Train Networks for Learning Predictive Modeling of Multidimensional Data0
Analysis of stock index with a generalized BN-S model: an approach based on machine learning and fuzzy parameters0
Graphical Models for Financial Time Series and Portfolio Selection0
Where does the Stimulus go? Deep Generative Model for Commercial Banking Deposits0
Bayesian hierarchical stacking: Some models are (somewhere) usefulCode1
To VaR, or Not to VaR, That is the Question0
Evidence and Behaviour of Support and Resistance Levels in Financial Time Series0
Optimizing Hyperparameters in CNNs using Bilevel Programming in Time Series Data0
Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series0
DyLoc: Dynamic Localization for Massive MIMO Using Predictive Recurrent Neural NetworksCode0
Interpretable Models for Granger Causality Using Self-explaining Neural NetworksCode1
Flow Forecast: A deep learning for time series forecasting, classification, and anomaly detection framework built in PyTorch0
Online detection of failures generated by storage simulator0
Discrete Graph Structure Learning for Forecasting Multiple Time SeriesCode1
An attention model to analyse the risk of agitation and urinary tract infections in people with dementiaCode0
Diagnosis of systemic risk and contagion across financial sectors0
Free congruence: an exploration of expanded similarity measures for time series data0
Dynamical prediction of two meteorological factors using the deep neural network and the long short term memory (1)0
A Renormalization Group Approach to Connect Discrete- and Continuous-Time Descriptions of Gaussian Processes0
Parameter inference in a computational model of hemodynamics in pulmonary hypertension0
A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC0
TC-DTW: Accelerating Multivariate Dynamic Time Warping Through Triangle Inequality and Point ClusteringCode0
A General Framework for Hypercomplex-valued Extreme Learning Machines0
Adequacy of time-series reduction for renewable energy systems0
Cocktail Edge Caching: Ride Dynamic Trends of Content Popularity with Ensemble Learning0
A Deep Learning Based Ternary Task Classification System Using Gramian Angular Summation Field in fNIRS Neuroimaging Data0
Untargeted, Targeted and Universal Adversarial Attacks and Defenses on Time Series0
Deep State Inference: Toward Behavioral Model Inference of Black-box Software SystemsCode0
Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling0
Classification of Schizophrenia from Functional MRI Using Large-scale Extended Granger Causality0
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