| Time Series Data Augmentation as an Imbalanced Learning Problem | Apr 29, 2024 | Data AugmentationTime Series | CodeCode Available | 0 |
| Learning Sparse High-Dimensional Matrix-Valued Graphical Models From Dependent Data | Apr 29, 2024 | Time Series | —Unverified | 0 |
| M3H: Multimodal Multitask Machine Learning for Healthcare | Apr 29, 2024 | Binary ClassificationPatient Phenotyping | —Unverified | 0 |
| Evaluating the effectiveness of predicting covariates in LSTM Networks for Time Series Forecasting | Apr 29, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Quantitative Tools for Time Series Analysis in Natural Language Processing: A Practitioners Guide | Apr 29, 2024 | EconometricsSociology | CodeCode Available | 0 |
| CVTN: Cross Variable and Temporal Integration for Time Series Forecasting | Apr 29, 2024 | Multivariate Time Series ForecastingPrediction | —Unverified | 0 |
| AdaFSNet: Time Series Classification Based on Convolutional Network with a Adaptive and Effective Kernel Size Configuration | Apr 28, 2024 | ClassificationTime Series | —Unverified | 0 |
| Evaluating ROCKET and Catch22 features for calf behaviour classification from accelerometer data using Machine Learning models | Apr 28, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| LINOCS: Lookahead Inference of Networked Operators for Continuous Stability | Apr 28, 2024 | Time Series | —Unverified | 0 |
| Sub-Adjacent Transformer: Improving Time Series Anomaly Detection with Reconstruction Error from Sub-Adjacent Neighborhoods | Apr 27, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Critical Review for One-class Classification: recent advances and the reality behind them | Apr 27, 2024 | Binary ClassificationClassification | —Unverified | 0 |
| A symbolic information approach applied to human intracranial data to characterize and distinguish different congnitive processes | Apr 27, 2024 | Time Series | —Unverified | 0 |
| Separation capacity of linear reservoirs with random connectivity matrix | Apr 26, 2024 | Time Series | —Unverified | 0 |
| Any-Quantile Probabilistic Forecasting of Short-Term Electricity Demand | Apr 26, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Efficient Deterministic Renewable Energy Forecasting Guided by Multiple-Location Weather Data | Apr 26, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| DeepVARMA: A Hybrid Deep Learning and VARMA Model for Chemical Industry Index Forecasting | Apr 26, 2024 | PredictionTime Series | —Unverified | 0 |
| Online Data Augmentation for Forecasting with Deep Learning | Apr 25, 2024 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Evaluating Large Language Models on Time Series Feature Understanding: A Comprehensive Taxonomy and Benchmark | Apr 25, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Riding Wavelets: A Method to Discover New Classes of Price Jumps | Apr 25, 2024 | Time Series | —Unverified | 0 |
| NeuroKoopman Dynamic Causal Discovery | Apr 25, 2024 | Causal DiscoveryTime Series | —Unverified | 0 |
| DeepKalPose: An Enhanced Deep-Learning Kalman Filter for Temporally Consistent Monocular Vehicle Pose Estimation | Apr 25, 2024 | Pose EstimationTime Series | —Unverified | 0 |
| Review of Data-centric Time Series Analysis from Sample, Feature, and Period | Apr 24, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Machine-Learned Closure of URANS for Stably Stratified Turbulence: Connecting Physical Timescales & Data Hyperparameters of Deep Time-Series Models | Apr 24, 2024 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Bi-Mamba+: Bidirectional Mamba for Time Series Forecasting | Apr 24, 2024 | Computational EfficiencyMamba | —Unverified | 0 |
| Using ARIMA to Predict the Expansion of Subscriber Data Consumption | Apr 23, 2024 | Decision MakingTime Series | —Unverified | 0 |