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Showing 3951–4000 of 9169 papers

TitleStatusHype
Comparison of Uncertainty Quantification with Deep Learning in Time Series Regression—0
Efficient Integration of Multi-Order Dynamics and Internal Dynamics in Stock Movement PredictionCode1
Spatial Temporal Graph Convolution with Graph Structure Self-learning for Early MCI Detection—0
Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series?—0
Investigating Enhancements to Contrastive Predictive Coding for Human Activity RecognitionCode0
A Graph Neural Networks based Framework for Topology-Aware Proactive SLA Management in a Latency Critical NFV Application Use-case—0
Driver Maneuver Detection and Analysis using Time Series Segmentation and Classification—0
Variance of entropy for testing time-varying regimes with an application to meme stocks—0
Detecting Elevated Air Pollution Levels by Monitoring Web Search Queries: Deep Learning-Based Time Series Forecasting—0
Bayesian Neural Networks for Macroeconomic Analysis—0
Active queue management: First steps toward a new control-theoretic viewpoint—0
Deep Learning for Time Series Anomaly Detection: A SurveyCode1
Quantum Persistent Homology for Time Series—0
TimeKit: A Time-series Forecasting-based Upgrade Kit for Collaborative Filtering—0
Dynamic Interpretable Change Point Detection—0
Motif-guided Time Series Counterfactual Explanations—0
FIXED: Frustratingly Easy Domain Generalization with Mixup—0
Latent Neural ODE for Integrating Multi-timescale measurements in Smart Distribution Grids—0
Minimax Concave Penalty Regularized Adaptive System Identification—0
Automatic Change-Point Detection in Time Series via Deep LearningCode1
Discovering ordinary differential equations that govern time-series—0
A Comprehensive Survey of Regression Based Loss Functions for Time Series ForecastingCode1
Deep learning for structural health monitoring: An application to heritage structures—0
Modeling Temporal Data as Continuous Functions with Stochastic Process Diffusion—0
Collaborative Multiobjective Evolutionary Algorithms in search of better Pareto Fronts. An application to trading systems—0
Topological biomarkers for real-time detection of epileptic seizures—0
Time series quantile regression using random forests—0
Boosted p-Values for High-Dimensional Vector Autoregression—0
MUSTACHE: Multi-Step-Ahead Predictions for Cache Eviction—0
On Estimation and Inference of Large Approximate Dynamic Factor Models via the Principal Component Analysis—0
Embed and Emulate: Learning to estimate parameters of dynamical systems with uncertainty quantificationCode0
Demo: LE3D: A Privacy-preserving Lightweight Data Drift Detection Framework—0
Robust Time Series Chain Discovery with Incremental Nearest Neighbors—0
Geodesic Sinkhorn for Fast and Accurate Optimal Transport on Manifolds—0
Physics-inspired machine learning for power grid frequency modelling—0
Evaluating Impact of Social Media Posts by Executives on Stock PricesCode0
Infinite-Dimensional Adaptive Boundary Observer for Inner-Domain Temperature Estimation of 3D Electrosurgical Processes using Surface Thermography Sensing—0
Learning Task-Aware Effective Brain Connectivity for fMRI Analysis with Graph Neural NetworksCode1
Recurrent Neural Networks and Universal Approximation of Bayesian Filters—0
A novel approach to quantify volatility prediction—0
HFN: Heterogeneous Feature Network for Multivariate Time Series Anomaly Detection—0
How Features Benefit: Parallel Series Embedding for Multivariate Time Series Forecasting with TransformerCode0
Spatial-Temporal Synchronous Graph Transformer network (STSGT) for COVID-19 forecastingCode1
Ensemble transport smoothing. Part I: Unified frameworkCode0
Variational Inference Aided Estimation of Time Varying Channels—0
Denoising neural networks for magnetic resonance spectroscopy—0
MambaNet: A Hybrid Neural Network for Predicting the NBA Playoffs—0
Probabilistic Decomposition Transformer for Time Series ForecastingCode1
Diffusion models for missing value imputation in tabular dataCode1
Uncertainty-DTW for Time Series and SequencesCode0
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