| An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction | Jan 11, 2022 | Descriptiveregression | —Unverified | 0 |
| DLFormer: Enhancing Explainability in Multivariate Time Series Forecasting using Distributed Lag Embedding | Aug 29, 2024 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization | Apr 19, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DMIDAS: Deep Mixed Data Sampling Regression for Long Multi-Horizon Time Series Forecasting | Jun 7, 2021 | regressionTime Series | —Unverified | 0 |
| Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection? | Apr 4, 2022 | Anomaly DetectionArticles | —Unverified | 0 |
| Does Deep Learning REALLY Outperform Non-deep Machine Learning for Clinical Prediction on Physiological Time Series? | Nov 11, 2022 | Deep LearningPrognosis | —Unverified | 0 |
| Does Restraining End Effect Matter in EMD-Based Modeling Framework for Time Series Prediction? Some Experimental Evidences | Jan 11, 2014 | PredictionTime Series | —Unverified | 0 |
| Does Scaling Law Apply in Time Series Forecasting? | May 15, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Bitcoin: A life in crises | Apr 6, 2023 | Time Series | —Unverified | 0 |
| Domain Adaptation for Industrial Time-series Forecasting via Counterfactual Inference | Jul 19, 2024 | counterfactualCounterfactual Inference | —Unverified | 0 |
| Discovering Hidden Physics Behind Transport Dynamics | Nov 24, 2020 | Optical Flow EstimationTime Series | —Unverified | 0 |
| Discovering group dynamics in coordinated time series via hierarchical recurrent switching-state models | Jan 26, 2024 | Time Series | —Unverified | 0 |
| Beyond Forecasting: Compositional Time Series Reasoning for End-to-End Task Execution | Oct 5, 2024 | Anomaly DetectionDecision Making | —Unverified | 0 |
| Bitcoin Price Predictive Modeling Using Expert Correction | Jan 6, 2022 | regressionTime Series | —Unverified | 0 |
| Bitcoin Volatility and Intrinsic Time Using Double Subordinated Levy Processes | Sep 25, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Domain Generalization via Selective Consistency Regularization for Time Series Classification | Jun 16, 2022 | ClassificationDomain Generalization | —Unverified | 0 |
| Domain-Independent Automatic Generation of Descriptive Texts for Time-Series Data | Sep 25, 2024 | Contrastive LearningDescriptive | —Unverified | 0 |
| Domain-invariant Feature Exploration for Domain Generalization | Jul 25, 2022 | DiversityDomain Generalization | —Unverified | 0 |
| Discovering contemporaneous and lagged causal relations in autocorrelated nonlinear time series datasets | Mar 7, 2020 | Causal DiscoveryTime Series | —Unverified | 0 |
| Do Mature Economies Grow Exponentially? | Jan 15, 2016 | ArticlesTime Series | —Unverified | 0 |
| Beyond Fixed Variables: Expanding-variate Time Series Forecasting via Flat Scheme and Spatio-temporal Focal Learning | Feb 21, 2025 | Contrastive LearningMultivariate Time Series Forecasting | —Unverified | 0 |
| DOMINO: Domain-invariant Hyperdimensional Classification for Multi-Sensor Time Series Data | Aug 7, 2023 | Domain GeneralizationTime Series | —Unverified | 0 |
| EF-LLM: Energy Forecasting LLM with AI-assisted Automation, Enhanced Sparse Prediction, Hallucination Detection | Oct 30, 2024 | Continual LearningHallucination | —Unverified | 0 |
| Don't Forget The Past: Recurrent Depth Estimation from Monocular Video | Jan 8, 2020 | Depth CompletionDepth Estimation | —Unverified | 0 |
| EigenNetworks | Jun 5, 2018 | DescriptiveTime Series | —Unverified | 0 |