| A Modified Dynamic Time Warping (MDTW) Approach and Innovative Average Non-Self Match Distance (ANSD) Method for Anomaly Detection in ECG Recordings | Nov 1, 2021 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| Stock Price Prediction Using Time Series, Econometric, Machine Learning, and Deep Learning Models | Nov 1, 2021 | Stock Price PredictionTime Series | —Unverified | 0 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime Series | CodeCode Available | 0 |
| Brain dynamics via Cumulative Auto-Regressive Self-Attention | Nov 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Metaphor Development in Public Discourse Using an ARIMA Time Series Analysis Approach | Nov 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Markus Thill Temporal convolutional autoencoder for unsupervised anomaly detection in time series | Nov 1, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Continuous Convolutional Neural Networks: Coupled Neural PDE and ODE | Oct 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ECG synthesis with Neural ODE and GAN models | Oct 30, 2021 | Generative Adversarial NetworkTime Series | —Unverified | 0 |
| Robust and efficient change point detection using novel multivariate rank-energy GoF test | Oct 29, 2021 | Change Point DetectionTime Series | —Unverified | 0 |
| Aligned Multi-Task Gaussian Process | Oct 29, 2021 | Bayesian InferenceGaussian Processes | —Unverified | 0 |
| Cause-effect inference through spectral independence in linear dynamical systems: theoretical foundations | Oct 29, 2021 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Improved FRQI on superconducting processors and its restrictions in the NISQ era | Oct 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Coresets for Time Series Clustering | Oct 28, 2021 | ClusteringTime Series | —Unverified | 0 |
| Click-Based Student Performance Prediction: A Clustering Guided Meta-Learning Approach | Oct 28, 2021 | ClusteringMeta-Learning | —Unverified | 0 |
| Using Time-Series Privileged Information for Provably Efficient Learning of Prediction Models | Oct 28, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Multi-Task Neural Processes | Oct 28, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Physics-Driven Learning of Wasserstein GAN for Density Reconstruction in Dynamic Tomography | Oct 28, 2021 | Generative Adversarial NetworkTime Series | CodeCode Available | 0 |
| GACAN: Graph Attention-Convolution-Attention Networks for Traffic Forecasting Based on Multi-granularity Time Series | Oct 27, 2021 | Graph AttentionTime Series | —Unverified | 0 |
| Forecasting with a Panel Tobit Model | Oct 27, 2021 | modelTime Series | —Unverified | 0 |
| Warped Dynamic Linear Models for Time Series of Counts | Oct 27, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| MixSeq: Connecting Macroscopic Time Series Forecasting with Microscopic Time Series Data | Oct 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Validation Methods for Energy Time Series Scenarios from Deep Generative Models | Oct 27, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Combining Recurrent, Convolutional, and Continuous-time Models with Linear State-Space Layers | Oct 26, 2021 | Computational Efficiencyimage-classification | —Unverified | 0 |
| Cluster-and-Conquer: A Framework For Time-Series Forecasting | Oct 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Time Series Reconstruction for Modern Power Systems Research | Oct 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |