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| IIT-GAN: Irregular and Intermittent Time-series Synthesis with Generative Adversarial Networks | Sep 29, 2021 | Missing ValuesTime Series | —Unverified | 0 |
| Privacy-Aware Time-Series Data Sharing with Deep Reinforcement Learning | Mar 4, 2020 | Deep Reinforcement Learningreinforcement-learning | —Unverified | 0 |
| Privacy-Friendly Mobility Analytics using Aggregate Location Data | Sep 21, 2016 | Privacy PreservingTime Series | —Unverified | 0 |
| Anonymizing Sensor Data on the Edge: A Representation Learning and Transformation Approach | Nov 16, 2020 | AttributeRepresentation Learning | —Unverified | 0 |
| D2Vformer: A Flexible Time Series Prediction Model Based on Time Position Embedding | Sep 17, 2024 | PositionTime Series | —Unverified | 0 |
| IIP-Mixer:Intra-Inter Patch Mixing Architecture for Battery Remaining Useful Life Prediction | Mar 27, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Cyclocopula Technique to Study the Relationship Between Two Cyclostationary Time Series with Fractional Brownian Motion Errors | Jun 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Probabilistic Dalek -- Emulator framework with probabilistic prediction for supernova tomography | Sep 20, 2022 | Active LearningCPU | —Unverified | 0 |
| A Time Series Analysis-Based Stock Price Prediction Using Machine Learning and Deep Learning Models | Apr 17, 2020 | BIG-bench Machine Learningregression | —Unverified | 0 |
| Probabilistic Forecasting: A Level-Set Approach | Dec 1, 2021 | quantile regressionTime Series | —Unverified | 0 |
| Explainable Multi-modal Time Series Prediction with LLM-in-the-Loop | Mar 2, 2025 | PredictionTime Series | —Unverified | 0 |
| Checking the Statistical Assumptions Underlying the Application of the Standard Deviation and RMS Error to Eye-Movement Time Series: A Comparison between Human and Artificial Eyes | Feb 13, 2023 | PositionTime Series | —Unverified | 0 |
| An Alternate View on Optimal Filtering in an RKHS | Dec 19, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| PSF : Introduction to R Package for Pattern Sequence Based Forecasting Algorithm | Jun 17, 2016 | ClusteringPrediction | —Unverified | 0 |
| Probabilistic Functional Neural Networks | Mar 27, 2025 | Time Series | —Unverified | 0 |
| Probabilistic graphical model based approach for water mapping using GaoFen-2 (GF-2) high resolution imagery and Landsat 8 time series | Dec 22, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cyclical Electromechanical Error Denial System Using Matrix Profile | Jun 29, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ChemTime: Rapid and Early Classification for Multivariate Time Series Classification of Chemical Sensors | Dec 15, 2023 | BenchmarkingClassification | —Unverified | 0 |
| Application of Deep Learning Long Short-Term Memory in Energy Demand Forecasting | Mar 4, 2019 | Demand ForecastingManagement | —Unverified | 0 |
| Probabilistic load forecasting with Reservoir Computing | Aug 24, 2023 | Computational EfficiencyLoad Forecasting | —Unverified | 0 |
| Identity Recognition in Intelligent Cars with Behavioral Data and LSTM-ResNet Classifier | Mar 2, 2020 | General ClassificationTime Series | —Unverified | 0 |
| Q4EDA: A Novel Strategy for Textual Information Retrieval Based on User Interactions with Visual Representations of Time Series | Jan 19, 2021 | Information RetrievalRetrieval | —Unverified | 0 |
| Probabilistic Programming with Gaussian Process Memoization | Dec 17, 2015 | Bayesian OptimizationGaussian Processes | —Unverified | 0 |
| Analog and Multi-modal Manufacturing Datasets Acquired on the Future Factories Platform V2 | Feb 7, 2025 | Time Series | —Unverified | 0 |