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Showing 5301–5350 of 9169 papers

TitleStatusHype
Recurrent Auto-Encoder With Multi-Resolution Ensemble and Predictive Coding for Multivariate Time-Series Anomaly Detection—0
Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods—0
Time Series Analysis of Blockchain-Based Cryptocurrency Price ChangesCode0
Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting—0
Long Run Risk in Stationary Structural Vector Autoregressive Models—0
Simulating User-Level Twitter Activity with XGBoost and Probabilistic Hybrid Models—0
Multi-Objective Model Selection for Time Series Forecasting—0
Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series—0
"Back to the future" projections for COVID-19 surgesCode0
SAITS: Self-Attention-based Imputation for Time SeriesCode0
HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing—0
Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition—0
TimeREISE: Time-series Randomized Evolving Input Sample Explanation—0
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition—0
Domain Adaptation with Representation Learning and Nonlinear Relation for Time SeriesCode0
LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data—0
Market-Based Price Autocorrelation—0
Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection—0
Recurrent Neural Networks for Dynamical Systems: Applications to Ordinary Differential Equations, Collective Motion, and Hydrological Modeling—0
Sequential Monte Carlo With Model Tempering—0
Simple Models and Biased Forecasts—0
Feature Construction and Selection for PV Solar Power Modeling—0
Mixture of Online and Offline Experts for Non-stationary Time SeriesCode0
Fitting Sparse Markov Models to Categorical Time Series Using Regularization—0
Wind power ramp prediction algorithm based on wavelet deep belief network—0
SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography—0
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing—0
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data—0
Case-based reasoning for rare events prediction on strategic sites—0
Learning Latent Causal Dynamics—0
Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data—0
Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data—0
The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting—0
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods—0
Spectral Propagation Graph Network for Few-shot Time Series Classification—0
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion—0
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting—0
HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time seriesCode0
Detecting Structural Breaks in Foreign Exchange Markets by using the group LASSO technique—0
Threshold Asymmetric Conditional Autoregressive Range (TACARR) Model—0
Robust Anomaly Detection for Time-series Data—0
Functional Mixtures-of-Experts—0
Self-Adaptive Forecasting for Improved Deep Learning on Non-Stationary Time-Series—0
Evaluating conditional covariance estimates via a new targeting approach and a networks-based analysis—0
Detecting Distributional Differences in Labeled Sequence Data with Application to Tropical Cyclone Satellite ImageryCode0
Deep Dynamic Effective Connectivity Estimation from Multivariate Time Series—0
Introducing Block-Toeplitz Covariance Matrices to Remaster Linear Discriminant Analysis for Event-related Potential Brain-computer InterfacesCode0
Robust Audio Anomaly Detection—0
Review of automated time series forecasting pipelines—0
COVID-19 Hospitalizations Forecasts Using Internet Search Data—0
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