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Showing 6351–6400 of 9169 papers

TitleStatusHype
A semi-supervised autoencoder framework for joint generation and classification of breathing—0
Neural Additive Vector Autoregression Models for Causal Discovery in Time SeriesCode1
The use of scaling properties to detect relevant changes in financial time series: a new visual warning tool—0
Cryptocurrency portfolio optimization with multivariate normal tempered stable processes and Foster-Hart risk—0
A Spatial-Temporal Graph Based Hybrid Infectious Disease Model with Application to COVID-19—0
Conformal prediction interval for dynamic time-seriesCode2
Ensemble Kalman Variational Objectives: Nonlinear Latent Trajectory Inference with A Hybrid of Variational Inference and Ensemble Kalman FilterCode0
TimeSHAP: Explaining Recurrent Models through Sequence Perturbations—0
Uncertainty-Aware Deep Ensembles for Reliable and Explainable Predictions of Clinical Time SeriesCode0
Parsimonious Quantile Regression of Financial Asset Tail Dynamics via Sequential Learning—0
Deep Neural Dynamic Bayesian Networks applied to EEG sleep spindles modelingCode0
An Accurate and Fully-Automated Ensemble Model for Weekly Time Series ForecastingCode1
On the Usage of Generative Models for Network Anomaly Detection in Multivariate Time-Series—0
Neural Ordinary Differential Equations for Intervention ModelingCode1
Differentiable Divergences Between Time SeriesCode1
Improved Predictive Deep Temporal Neural Networks with Trend Filtering—0
Short-term Wind Speed Forecasting based on LSSVM Optimized by Elitist QPSO—0
An Improved Online Penalty Parameter Selection Procedure for _1-Penalized Autoregressive with Exogenous Variables—0
Decomposing non-stationary signals with time-varying wave-shape functionsCode1
Graph Deep Factors for Forecasting—0
Reconstruct Anomaly to Normal: Adversarial Learned and Latent Vector-constrained Autoencoder for Time-series Anomaly Detection—0
Probabilistic Time Series Forecasting with Structured Shape and Temporal DiversityCode1
VEST: Automatic Feature Engineering for ForecastingCode1
Chasing Your Long Tails: Differentially Private Prediction in Health Care Settings—0
Correlation-wise Smoothing: Lightweight Knowledge Extraction for HPC Monitoring Data—0
Unfolding recurrence by Green's functions for optimized reservoir computing—0
Modeling Atmospheric Data and Identifying Dynamics: Temporal Data-Driven Modeling of Air Pollutants—0
Model-Based Reinforcement Learning for Type 1Diabetes Blood Glucose Control—0
Deep Reservoir Networks with Learned Hidden Reservoir Weights using Direct Feedback Alignment—0
Stochastic embeddings of dynamical phenomena through variational autoencodersCode0
A Deep Learning Forecaster with Exogenous Variables for Day-Ahead Locational Marginal Price—0
Multivariate Time Series Classification with Hierarchical Variational Graph Pooling—0
A Case-Study on the Impact of Dynamic Time Warping in Time Series Regression—0
Early Abandoning PrunedDTW and its application to similarity searchCode0
Interpretable Neural Networks for Panel Data Analysis in Economics—0
Explainable Framework for Time-series Analysis via Topological Data Analysis—0
Downsampling and geometric feature methods for EEG classification tasks with CNNs—0
Bifurcation Analysis using Zigzag Persistence—0
Nowcasting of COVID-19 confirmed cases: Foundations, trends, and challenges—0
Structured Self-Attention Weights Encode Semantics in Sentiment AnalysisCode0
Asset Price Forecasting using Recurrent Neural NetworksCode0
A Predictive Autoscaler for Elastic Batch Jobs—0
TOTOPO: Classifying univariate and multivariate time series with Topological Data Analysis—0
Exathlon: A Benchmark for Explainable Anomaly Detection over Time SeriesCode1
Deep Reinforcement Learning for Asset Allocation in US Equities—0
Spatio-Temporal Stability Analysis in Satellite Image Times SeriesCode0
Recurrent convolutional neural network for the surrogate modeling of subsurface flow simulation—0
Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems—0
MIA-Prognosis: A Deep Learning Framework to Predict Therapy ResponseCode0
Structural Forecasting for Tropical Cyclone Intensity Prediction: Providing Insight with Deep Learning—0
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