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| CHIME: Conditional Hallucination and Integrated Multi-scale Enhancement for Time Series Diffusion Model | Jun 4, 2025 | DenoisingHallucination | —Unverified | 0 |
| Fine-Tuning Foundation Models with Federated Learning for Privacy Preserving Medical Time Series Forecasting | Feb 13, 2025 | Federated LearningPrivacy Preserving | —Unverified | 0 |
| Chimera: Effectively Modeling Multivariate Time Series with 2-Dimensional State Space Models | Jun 6, 2024 | Anomaly DetectionMamba | —Unverified | 0 |
| Explaining Aviation Safety Incidents Using Deep Temporal Multiple Instance Learning | Oct 12, 2017 | Multiple Instance LearningTime Series | —Unverified | 0 |
| DeviceScope: An Interactive App to Detect and Localize Appliance Patterns in Electricity Consumption Time Series | Jun 6, 2025 | Time Series | —Unverified | 0 |
| AI-Based Decadal Predictive Analysis of Twenty Infectious Diseases in China with an Improved BSTS-MCMC Model | Oct 6, 2023 | ManagementTime Series | —Unverified | 0 |
| Choosing Wavelet Methods, Filters, and Lengths for Functional Brain Network Construction | Dec 23, 2015 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Explaining Outcomes of Multi-Party Dialogues using Causal Learning | May 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Development of A Stochastic Traffic Environment with Generative Time-Series Models for Improving Generalization Capabilities of Autonomous Driving Agents | Jun 10, 2020 | Autonomous DrivingReinforcement Learning (RL) | —Unverified | 0 |
| Development of a Neural Network-based Method for Improved Imputation of Missing Values in Time Series Data by Repurposing DataWig | Aug 18, 2023 | Decision MakingImputation | —Unverified | 0 |
| Development of an Algorithm for Identifying Changes in System Dynamics from Time Series | Jun 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Beam Prediction based on Large Language Models | Aug 16, 2024 | Beam PredictionPrediction | —Unverified | 0 |
| Explain Variance of Prediction in Variational Time Series Models for Clinical Deterioration Prediction | Feb 9, 2024 | AttributeDecision Making | —Unverified | 0 |
| ChronoSteer: Bridging Large Language Model and Time Series Foundation Model via Synthetic Data | May 15, 2025 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Explicit construction of recurrent neural networks effectively approximating discrete dynamical systems | Sep 28, 2024 | Time Series | —Unverified | 0 |
| Explicit Domain Adaptation with Loosely Coupled Samples | Apr 24, 2020 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Explicitly Solvable Continuous-time Inference for Partially Observed Markov Processes | Jan 2, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting | Mar 28, 2024 | Graph LearningTime Series | —Unverified | 0 |
| Exploiting multi-temporal information for improved speckle reduction of Sentinel-1 SAR images by deep learning | Feb 1, 2021 | DenoisingTime Series | —Unverified | 0 |
| Exploiting Spatio-Temporal Structure with Recurrent Winner-Take-All Networks | Oct 31, 2016 | AllObject Recognition | —Unverified | 0 |
| Exploiting statistical dependencies of time series with hierarchical correlation reconstruction | Jul 11, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Exploiting the Power of Levenberg-Marquardt Optimizer with Anomaly Detection in Time Series | Nov 11, 2021 | Anomaly DetectionChange Detection | —Unverified | 0 |
| Explorative Data Analysis of Time Series based AlgorithmFeatures of CMA-ES Variants | Apr 16, 2021 | Clusteringfeature selection | —Unverified | 0 |
| A New Metric for Lumpy and Intermittent Demand Forecasts: Stock-keeping-oriented Prediction Error Costs | Apr 22, 2020 | PredictionTime Series | —Unverified | 0 |