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Showing 2851–2900 of 9169 papers

TitleStatusHype
Dynamic Time Warping for Lead-Lag Relationships in Lagged Multi-Factor Models—0
POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection PerspectiveCode0
Data-Driven Goal Recognition in Transhumeral Prostheses Using Process Mining Techniques—0
Masked Generative Modeling with Enhanced Sampling SchemeCode1
An Automated Machine Learning Approach for Detecting Anomalous Peak Patterns in Time Series Data from a Research Watershed in the Northeastern United States Critical Zone—0
Scalable Model-Based Gaussian Process Clustering—0
Learning Beyond Similarities: Incorporating Dissimilarities between Positive Pairs in Self-Supervised Time Series Learning—0
Market-GAN: Adding Control to Financial Market Data Generation with Semantic ContextCode1
EarthPT: a time series foundation model for Earth ObservationCode1
MCNS: Mining Causal Natural Structures Inside Time Series via A Novel Internal Causality Scheme—0
Deep Attentive Time WarpingCode1
Real-time VaR Calculations for Crypto Derivatives in kdb+/q—0
Subgroup detection in linear growth curve models with generalized linear mixed model (GLMM) trees—0
Forecasted Treatment Effects—0
Effective Abnormal Activity Detection on Multivariate Time Series Healthcare Data—0
Learning noise-induced transitions by multi-scaling reservoir computing—0
Examining the Effect of Pre-training on Time Series Classification—0
Graph-Aware Contrasting for Multivariate Time-Series ClassificationCode1
Incorporating Pre-trained Model Prompting in Multimodal Stock Volume Movement PredictionCode0
Neural Koopman prior for data assimilationCode0
Quantitative Analysis of Forecasting Models:In the Aspect of Online Political Bias—0
Treatment-aware Diffusion Probabilistic Model for Longitudinal MRI Generation and Diffuse Glioma Growth Prediction—0
Fully-Connected Spatial-Temporal Graph for Multivariate Time-Series DataCode1
TCGAN: Convolutional Generative Adversarial Network for Time Series Classification and ClusteringCode0
Agriculture Credit and Economic Growth in Bangladesh: A Time Series Analysis—0
Enhancing Missing Data Imputation of Non-stationary Signals with Harmonic DecompositionCode0
PhysioZoo: The Open Digital Physiological Biomarkers Resource—0
Early warning indicators via latent stochastic dynamical systems—0
Spatial encoding of BOLD fMRI time series for categorizing static images across visual datasets: A pilot study on human visionCode0
DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend—0
TSGBench: Time Series Generation BenchmarkCode1
AnoViz: A Visual Inspection Tool of Anomalies in Multivariate Time SeriesCode0
Enhancing Asynchronous Time Series Forecasting with Contrastive Relational Inference—0
Impression-Informed Multi-Behavior Recommender System: A Hierarchical Graph Attention Approach—0
SWAP: Exploiting Second-Ranked Logits for Adversarial Attacks on Time Series—0
Machine learning of network inference enhancement from noisy measurementsCode0
Causal Structure Recovery of Linear Dynamical Systems: An FFT based Approach—0
Global Neural Networks and The Data Scaling Effect in Financial Time Series ForecastingCode0
MA-VAE: Multi-head Attention-based Variational Autoencoder Approach for Anomaly Detection in Multivariate Time-series Applied to Automotive Endurance Powertrain TestingCode1
sasdim: self-adaptive noise scaling diffusion model for spatial time series imputation—0
An LSTM-Based Predictive Monitoring Method for Data with Time-varying Variability—0
Encoding Seasonal Climate Predictions for Demand Forecasting with Modular Neural Network—0
Communication-Efficient Design of Learning System for Energy Demand Forecasting of Electrical VehiclesCode0
Rail Crack Propagation Forecasting Using Multi-horizons RNNs—0
Multidomain transformer-based deep learning for early detection of network intrusion—0
Short-term power load forecasting method based on CNN-SAEDN-Res—0
A hidden Markov model for statistical arbitrage in international crude oil futures markets—0
Network Topology Inference with Sparsity and Laplacian Constraints—0
Time Series Analysis of Urban Liveability—0
Curating Naturally Adversarial Datasets for Learning-Enabled Medical Cyber-Physical SystemsCode0
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