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Showing 4801–4850 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
Long Run Risk in Stationary Structural Vector Autoregressive Models—0
Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting—0
Simulating User-Level Twitter Activity with XGBoost and Probabilistic Hybrid Models—0
Signal Decomposition Using Masked Proximal OperatorsCode1
"Back to the future" projections for COVID-19 surgesCode0
Level set based particle filter driven by optical flow: an application to track the salt boundary from X-ray CT time-series—0
Multi-Objective Model Selection for Time Series Forecasting—0
Ensemble Conformalized Quantile Regression for Probabilistic Time Series ForecastingCode1
SAITS: Self-Attention-based Imputation for Time SeriesCode0
Multivariate Time Series Forecasting with Dynamic Graph Neural ODEsCode1
Multi-View Fusion Transformer for Sensor-Based Human Activity Recognition—0
Graph-Augmented Normalizing Flows for Anomaly Detection of Multiple Time SeriesCode3
Auxiliary Cross-Modal Representation Learning with Triplet Loss Functions for Online Handwriting Recognition—0
HDC-MiniROCKET: Explicit Time Encoding in Time Series Classification with Hyperdimensional Computing—0
TimeREISE: Time-series Randomized Evolving Input Sample Explanation—0
Domain Adaptation with Representation Learning and Nonlinear Relation for Time SeriesCode0
Market-Based Price Autocorrelation—0
LIMREF: Local Interpretable Model Agnostic Rule-based Explanations for Forecasting, with an Application to Electricity Smart Meter Data—0
Adaptive Conformal Predictions for Time SeriesCode1
Deep Generative model with Hierarchical Latent Factors for Time Series Anomaly DetectionCode1
Transformers in Time Series: A SurveyCode4
Statistical Inference for the Dynamic Time Warping Distance, with Application to Abnormal Time-Series Detection—0
Simple Models and Biased Forecasts—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
Feature Construction and Selection for PV Solar Power Modeling—0
Flowformer: Linearizing Transformers with Conservation FlowsCode2
Mixture of Online and Offline Experts for Non-stationary Time SeriesCode0
Motion Correction and Volumetric Reconstruction for Fetal Functional Magnetic Resonance Imaging DataCode1
Wind power ramp prediction algorithm based on wavelet deep belief network—0
Fitting Sparse Markov Models to Categorical Time Series Using Regularization—0
Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing—0
SleepPPG-Net: a deep learning algorithm for robust sleep staging from continuous photoplethysmography—0
Evaluation of post-hoc interpretability methods in time-series classificationCode1
Hybridization of Capsule and LSTM Networks for unsupervised anomaly detection on multivariate data—0
Two-Stage Deep Anomaly Detection with Heterogeneous Time Series Data—0
Case-based reasoning for rare events prediction on strategic sites—0
Learning Latent Causal Dynamics—0
Spectral Propagation Graph Network for Few-shot Time Series Classification—0
The Lifecycle of a Statistical Model: Model Failure Detection, Identification, and Refitting—0
Unsupervised Time-Series Representation Learning with Iterative Bilinear Temporal-Spectral Fusion—0
Contrastive predictive coding for Anomaly Detection in Multi-variate Time Series Data—0
Time to Focus: A Comprehensive Benchmark Using Time Series Attribution Methods—0
Detecting Anomalies within Time Series using Local Neural TransformationsCode1
KENN: Enhancing Deep Neural Networks by Leveraging Knowledge for Time Series Forecasting—0
Time Series Anomaly Detection by Cumulative Radon FeaturesCode1
HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time seriesCode0
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