| Causal analysis of Covid-19 Spread in Germany | Dec 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| A Generative Modeling Approach to Limited Channel ECG Classification | Feb 18, 2018 | ClassificationDiagnostic | —Unverified | 0 |
| ActSafe: Predicting Violations of Medical Temporal Constraints for Medication Adherence | Jan 17, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Differentially-Private Heat and Electricity Markets Coordination | Jan 25, 2022 | Privacy PreservingTime Series | —Unverified | 0 |
| DiffImp: Efficient Diffusion Model for Probabilistic Time Series Imputation with Bidirectional Mamba Backbone | Oct 17, 2024 | DenoisingImputation | —Unverified | 0 |
| CATS: Mitigating Correlation Shift for Multivariate Time Series Classification | Apr 5, 2025 | Domain AdaptationGraph Attention | —Unverified | 0 |
| A novel convolutional neural network model to remove muscle artifacts from EEG | Oct 22, 2020 | DenoisingEEG | —Unverified | 0 |
| Cats & Co: Categorical Time Series Coclustering | May 6, 2015 | ClusteringModel Selection | —Unverified | 0 |
| CATS: Clustering-Aggregated and Time Series for Business Customer Purchase Intention Prediction | May 19, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| A Novel CNN-LSTM-based Approach to Predict Urban Expansion | Mar 2, 2021 | Image SegmentationSemantic Segmentation | —Unverified | 0 |
| Actor-Critic Approach for Temporal Predictive Clustering | Sep 25, 2019 | ClusteringDecision Making | —Unverified | 0 |
| CatNet: Controlling the False Discovery Rate in LSTM with SHAP Feature Importance and Gaussian Mirrors | Nov 25, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| A Novel Cluster Classify Regress Model Predictive Controller Formulation; CCR-MPC | Jan 15, 2021 | BIG-bench Machine LearningClustering | —Unverified | 0 |
| A General Method for Event Detection on Social Media | Jun 4, 2021 | Event DetectionTime Series | —Unverified | 0 |
| A causal learning approach to in-orbit inertial parameter estimation for multi-payload deployers | Jan 21, 2025 | parameter estimationTime Series | —Unverified | 0 |
| Capturing Evolution Genes for Time Series Data | May 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Differentiable Dynamic Programming for Structured Prediction and Attention | Feb 11, 2018 | Machine TranslationPrediction | —Unverified | 0 |
| Causal Temporal Regime Structure Learning | Nov 2, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| CaSS: A Channel-aware Self-supervised Representation Learning Framework for Multivariate Time Series Classification | Mar 8, 2022 | Representation LearningSelf-Supervised Learning | —Unverified | 0 |
| A novel approach to quantify volatility prediction | Nov 1, 2022 | PredictionTime Series | —Unverified | 0 |
| Causality-Aware Spatiotemporal Graph Neural Networks for Spatiotemporal Time Series Imputation | Mar 18, 2024 | Graph Neural NetworkImputation | —Unverified | 0 |
| Case Studies of Causal Discovery from IT Monitoring Time Series | Jul 28, 2023 | Causal DiscoveryMissing Values | —Unverified | 0 |
| A Novel Approach to Forecasting Financial Volatility with Gaussian Process Envelopes | May 2, 2017 | regressionTime Series | —Unverified | 0 |
| A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs | Jul 6, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| Case ID detection based on time series data -- the mining use case | Oct 31, 2024 | Time Series | —Unverified | 0 |
