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| DST-TransitNet: A Dynamic Spatio-Temporal Deep Learning Model for Scalable and Efficient Network-Wide Prediction of Station-Level Transit Ridership | Oct 19, 2024 | Computational EfficiencyPrediction | —Unverified | 0 |
| An Extreme Value Theory Approach for Understanding Queue Length Dynamics in Adaptive Corridors | Aug 1, 2024 | ManagementTime Series | —Unverified | 0 |
| Direct Estimation of Pharmacokinetic Parameters from DCE-MRI using Deep CNN with Forward Physical Model Loss | Apr 8, 2018 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Directed Chain Generative Adversarial Networks | Apr 25, 2023 | Time Series | —Unverified | 0 |
| DTMamba : Dual Twin Mamba for Time Series Forecasting | May 11, 2024 | MambaPrediction | —Unverified | 0 |
| Boosted Ensemble Learning based on Randomized NNs for Time Series Forecasting | Mar 2, 2022 | Ensemble LearningTime Series | —Unverified | 0 |
| DTWSSE: Data Augmentation with a Siamese Encoder for Time Series | Aug 23, 2021 | Data AugmentationDecoder | —Unverified | 0 |
| DTW+S: Shape-based Comparison of Time-series with Ordered Local Trend | Sep 7, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| Contrastive Blind Denoising Autoencoder for Real-Time Denoising of Industrial IoT Sensor Data | Apr 14, 2020 | DenoisingSelf-Supervised Learning | —Unverified | 0 |
| Boosting Certified Robustness for Time Series Classification with Efficient Self-Ensemble | Sep 4, 2024 | Adversarial RobustnessTime Series | —Unverified | 0 |
| Dual-Forecaster: A Multimodal Time Series Model Integrating Descriptive and Predictive Texts | May 2, 2025 | DescriptiveTime Series | —Unverified | 0 |
| Boosting Crop Classification by Hierarchically Fusing Satellite, Rotational, and Contextual Data | May 19, 2023 | Crop ClassificationData Augmentation | —Unverified | 0 |
| Dual reparametrized Variational Generative Model for Time-Series Forecasting | Mar 11, 2022 | DenoisingTime Series | —Unverified | 0 |
| Dual-Splitting Conformal Prediction for Multi-Step Time Series Forecasting | Mar 27, 2025 | Conformal PredictionLoad Forecasting | —Unverified | 0 |
| Better than DFA? A Bayesian Method for Estimating the Hurst Exponent in Behavioral Sciences | Jan 26, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dimension Reduction for time series with Variational AutoEncoders | Apr 23, 2022 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Aedes-AI: Neural Network Models of Mosquito Abundance | Apr 21, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DuPLO: A DUal view Point deep Learning architecture for time series classificatiOn | Sep 20, 2018 | Deep LearningEarth Observation | —Unverified | 0 |
| Duration and Interval Hidden Markov Model for Sequential Data Analysis | Aug 20, 2015 | RetrievalTime Series | —Unverified | 0 |
| A Context Integrated Relational Spatio-Temporal Model for Demand and Supply Forecasting | Sep 25, 2020 | Demand ForecastingGraph Neural Network | —Unverified | 0 |
| Anomaly detection and motif discovery in symbolic representations of time series | Apr 18, 2017 | Anomaly DetectionTime Series | —Unverified | 0 |
| Bootstrapping Non-Stationary Stochastic Volatility | Jan 10, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DynaGraph: Interpretable Multi-Label Prediction from EHRs via Dynamic Graph Learning and Contrastive Augmentation | Mar 28, 2025 | graph constructionGraph Learning | —Unverified | 0 |
| Dimensionality reduction for time series data | Jun 14, 2014 | Dimensionality ReductionEEG | —Unverified | 0 |