| Anomaly Detection in Predictive Maintenance: A New Evaluation Framework for Temporal Unsupervised Anomaly Detection Algorithms | May 26, 2021 | Anomaly DetectionNovelty Detection | —Unverified | 0 | 0 |
| Active Privacy-Utility Trade-off Against Inference in Time-Series Data Sharing | Feb 11, 2022 | Action DetectionActivity Detection | —Unverified | 0 | 0 |
| EA-LSTM: Evolutionary Attention-based LSTM for Time Series Prediction | Nov 9, 2018 | PredictionTime Series | —Unverified | 0 | 0 |
| E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation | Aug 10, 2019 | Generative Adversarial NetworkImputation | —Unverified | 0 | 0 |
| DySurv: dynamic deep learning model for survival analysis with conditional variational inference | Oct 28, 2023 | Deep LearningSurvival Analysis | —Unverified | 0 | 0 |
| Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction | Dec 10, 2021 | feature selectionTime Series | —Unverified | 0 | 0 |
| DynImp: Dynamic Imputation for Wearable Sensing Data Through Sensory and Temporal Relatedness | Sep 26, 2022 | Activity RecognitionDenoising | —Unverified | 0 | 0 |
| Building a Multivariate Time Series Benchmarking Datasets Inspired by Natural Language Processing (NLP) | Oct 14, 2024 | BenchmarkingMulti-Task Learning | —Unverified | 0 | 0 |
| Dynamic Window-level Granger Causality of Multi-channel Time Series | Jun 14, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Building a Fuel Moisture Model for the Coupled Fire-Atmosphere Model WRF-SFIRE from Data: From Kalman Filters to Recurrent Neural Networks | Jan 13, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Anomaly detection in laser-guided vehicles' batteries: a case study | Dec 27, 2022 | Anomaly DetectionScheduling | —Unverified | 0 | 0 |
| Dynamic Time Warping for Lead-Lag Relationships in Lagged Multi-Factor Models | Sep 15, 2023 | Dynamic Time WarpingTime Series | —Unverified | 0 | 0 |
| Dynamic Time Warp Convolutional Networks | Nov 5, 2019 | Temporal SequencesTime Series | —Unverified | 0 | 0 |
| BSSAD: Towards A Novel Bayesian State-Space Approach for Anomaly Detection in Multivariate Time Series | Jan 30, 2023 | Anomaly DetectionState Space Models | —Unverified | 0 | 0 |
| Dynamic survival prediction in intensive care units from heterogeneous time series without the need for variable selection or pre-processing | Sep 13, 2019 | Decision MakingFeature Engineering | —Unverified | 0 | 0 |
| Dynamic Structural Causal Models | Jun 3, 2024 | Causal DiscoveryTime Series | —Unverified | 0 | 0 |
| Bridging the Last Mile of Prediction: Enhancing Time Series Forecasting with Conditional Guided Flow Matching | Jul 9, 2025 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Dynamic Spatiotemporal Graph Neural Network with Tensor Network | Mar 12, 2020 | graph constructionGraph Neural Network | —Unverified | 0 | 0 |
| Bridging the Gap: Decoding the Intrinsic Nature of Time in Market Data | Apr 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Anomaly detection in dynamical systems from measured time series | Jan 1, 2021 | Anomaly DetectionBenchmarking | —Unverified | 0 | 0 |
| A framework for mining lifestyle profiles through multi-dimensional and high-order mobility feature clustering | Dec 1, 2023 | Common Sense ReasoningFeature Engineering | —Unverified | 0 | 0 |
| Activations Through Extensions: A Framework To Boost Performance Of Neural Networks | Aug 7, 2024 | Time Series | —Unverified | 0 | 0 |
| Dynamic Social Media Monitoring for Fast-Evolving Online Discussions | Feb 24, 2021 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Bridging the Gap: A Decade Review of Time-Series Clustering Methods | Dec 29, 2024 | AstronomyClustering | —Unverified | 0 | 0 |
| Dynamics, behaviours, and anomaly persistence in cryptocurrencies and equities surrounding COVID-19 | Jan 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Dynamic Relation Discovery and Utilization in Multi-Entity Time Series Forecasting | Feb 18, 2022 | Graph LearningGraph Neural Network | —Unverified | 0 | 0 |
| Bridging Smart Meter Gaps: A Benchmark of Statistical, Machine Learning and Time Series Foundation Models for Data Imputation | Jan 13, 2025 | ImputationMissing Values | —Unverified | 0 | 0 |
| Anomaly Detection in Cloud Components | May 18, 2020 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Dynamic Probabilistic Network Based Human Action Recognition | Jul 26, 2016 | Action RecognitionTemporal Action Localization | —Unverified | 0 | 0 |
| Dynamic Prediction of ICU Mortality Risk Using Domain Adaptation | Dec 20, 2019 | Domain AdaptationICU Mortality | —Unverified | 0 | 0 |
| Dynamic Prediction Model for NOx Emission of SCR System Based on Hybrid Data-driven Algorithms | Aug 3, 2021 | feature selectionFLUE | —Unverified | 0 | 0 |
| Bridging Short- and Long-Term Dependencies: A CNN-Transformer Hybrid for Financial Time Series Forecasting | Apr 27, 2025 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Anomaly Detection in Aeronautics Data with Quantum-compatible Discrete Deep Generative Model | Mar 22, 2023 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| Dynamic Prediction Length for Time Series with Sequence to Sequence Networks | Jul 2, 2018 | PredictionTime Series | —Unverified | 0 | 0 |
| Bridging Distribution Gaps in Time Series Foundation Model Pretraining with Prototype-Guided Normalization | Apr 15, 2025 | Time Series | —Unverified | 0 | 0 |
| Bridging AIC and BIC: a new criterion for autoregression | Aug 11, 2015 | Model SelectionTime Series | —Unverified | 0 | 0 |
| Dynamic Molecular Graph-based Implementation for Biophysical Properties Prediction | Dec 20, 2022 | PredictionTime Series | —Unverified | 0 | 0 |
| Stochastically forced ensemble dynamic mode decomposition for forecasting and analysis of near-periodic systems | Oct 8, 2020 | GPRLoad Forecasting | —Unverified | 0 | 0 |
| Dynamic mapping from static labels: remote sensing dynamic sample generation with temporal-spectral embedding | Jun 3, 2025 | Time Series | —Unverified | 0 | 0 |
| BRIDGE: Bootstrapping Text to Control Time-Series Generation via Multi-Agent Iterative Optimization and Diffusion Modeling | Mar 4, 2025 | counterfactualData Augmentation | —Unverified | 0 | 0 |
| Anomaly Detection for Multivariate Time Series on Large-scale Fluid Handling Plant Using Two-stage Autoencoder | May 20, 2022 | Anomaly DetectionTime Series | —Unverified | 0 | 0 |
| A Framework for Evaluating the Impact of Food Security Scenarios | Jan 23, 2023 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Actions Generation from Captions | Feb 14, 2019 | Action GenerationGenerative Adversarial Network | —Unverified | 0 | 0 |
| Protecting Federated Learning from Extreme Model Poisoning Attacks via Multidimensional Time Series Anomaly Detection | Mar 29, 2023 | Anomaly DetectionFederated Learning | —Unverified | 0 | 0 |
| A Set-Sequence Model for Time Series | May 16, 2025 | modelTime Series | —Unverified | 0 | 0 |
| Cellular Traffic Prediction and Classification: a comparative evaluation of LSTM and ARIMA | Jun 3, 2019 | General ClassificationPrediction | —Unverified | 0 | 0 |
| Capturing Evolution Genes for Time Series Data | May 10, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Two-Stage Aggregation with Dynamic Local Attention for Irregular Time Series | Nov 13, 2023 | Irregular Time SeriesTime Series | —Unverified | 0 | 0 |
| Dynamic Likelihood-free Inference via Ratio Estimation (DIRE) | Oct 23, 2018 | Bayesian InferenceTime Series | —Unverified | 0 | 0 |
| Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds (MoCo-SToRM) | Dec 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |