| A Tree-structure Convolutional Neural Network for Temporal Features Exaction on Sensor-based Multi-resident Activity Recognition | Nov 5, 2020 | Activity RecognitionTime Series | —Unverified | 0 |
| MQRetNN: Multi-Horizon Time Series Forecasting with Retrieval Augmentation | Jul 21, 2022 | Demand ForecastingProbabilistic Time Series Forecasting | —Unverified | 0 |
| MRC-LSTM: A Hybrid Approach of Multi-scale Residual CNN and LSTM to Predict Bitcoin Price | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-driven Stabilization of Discrete-time Control-affine Nonlinear Systems: A Koopman Operator Approach | Mar 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis of complex circadian time series data using wavelets | Jul 29, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MSDformer: Multi-scale Discrete Transformer For Time Series Generation | May 20, 2025 | Model OptimizationTime Series | —Unverified | 0 |
| ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting | Jul 15, 2024 | MambaSegmentation | —Unverified | 0 |
| Incorporating Metabolic Information into LLMs for Anomaly Detection in Clinical Time-Series | Oct 2, 2024 | Anomaly DetectionTime Series | —Unverified | 0 |
| In-context Time Series Predictor | May 23, 2024 | In-Context LearningTime Series | —Unverified | 0 |
| Transforming Multidimensional Time Series into Interpretable Event Sequences for Advanced Data Mining | Sep 22, 2024 | Medical DiagnosisTime Series | —Unverified | 0 |
| Multiplex visibility graphs to investigate recurrent neural networks dynamics | Sep 10, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MultiRC: Joint Learning for Time Series Anomaly Prediction and Detection with Multi-scale Reconstructive Contrast | Oct 21, 2024 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| MST-GAT: A Multimodal Spatial-Temporal Graph Attention Network for Time Series Anomaly Detection | Oct 17, 2023 | Anomaly DetectionGraph Attention | —Unverified | 0 |
| DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn | Sep 20, 2018 | Deep LearningEarth Observation | —Unverified | 0 |
| In-Context Fine-Tuning for Time-Series Foundation Models | Oct 31, 2024 | Time Series | —Unverified | 0 |
| Data-driven soiling detection in PV modules | Jan 30, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Analysis of chaotic dynamical systems with autoencoders | Sep 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MTRGL:Effective Temporal Correlation Discerning through Multi-modal Temporal Relational Graph Learning | Jan 25, 2024 | Deep LearningGraph Learning | —Unverified | 0 |
| MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs | Jun 6, 2023 | Graph EmbeddingTime Series | —Unverified | 0 |
| Income, health, and spurious cointegration | Jul 22, 2024 | Time Series | —Unverified | 0 |
| Anomaly detection and motif discovery in symbolic representations of time series | Apr 18, 2017 | Anomaly DetectionTime Series | —Unverified | 0 |
| Including Sparse Production Knowledge into Variational Autoencoders to Increase Anomaly Detection Reliability | Mar 24, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| MTS-CycleGAN: An Adversarial-based Deep Mapping Learning Network for Multivariate Time Series Domain Adaptation Applied to the Ironmaking Industry | Jul 15, 2020 | BIG-bench Machine LearningDomain Adaptation | —Unverified | 0 |
| MTS-DVGAN: Anomaly Detection in Cyber-Physical Systems using a Dual Variational Generative Adversarial Network | Nov 4, 2023 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Data-driven Real-time Short-term Prediction of Air Quality: Comparison of ES, ARIMA, and LSTM | Nov 16, 2022 | Air Pollution PredictionPrediction | —Unverified | 0 |