| ECATS: Explainable-by-design concept-based anomaly detection for time series | May 17, 2024 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| CAIFormer: A Causal Informed Transformer for Multivariate Time Series Forecasting | May 22, 2025 | AllMultivariate Time Series Forecasting | —Unverified | 0 | 0 |
| EB-dynaRE: Real-Time Adjustor for Brownian Movement with Examples of Predicting Stock Trends Based on a Novel Event-Based Supervised Learning Algorithm | Mar 13, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 | 0 |
| EasyTime: Time Series Forecasting Made Easy | Dec 23, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Caformer: Rethinking Time Series Analysis from Causal Perspective | Mar 13, 2024 | Anomaly DetectionImputation | —Unverified | 0 | 0 |
| Anomaly Detection of Time Series with Smoothness-Inducing Sequential Variational Auto-Encoder | Feb 2, 2021 | Anomaly DetectionDensity Estimation | —Unverified | 0 | 0 |
| Easy attention: A simple attention mechanism for temporal predictions with transformers | Aug 24, 2023 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| SeismoGen: Seismic Waveform Synthesis Using Generative Adversarial Networks | Nov 10, 2019 | Generative Adversarial NetworkTime Series | —Unverified | 0 | 0 |
| Anomaly Detection Models for IoT Time Series Data | Nov 30, 2018 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| A Fuzzy Time Series-Based Model Using Particle Swarm Optimization and Weighted Rules | Oct 28, 2023 | Time Series | —Unverified | 0 | 0 |
