| Augmenting Physiological Time Series Data: A Case Study for Sleep Apnea Detection | May 22, 2019 | Generative Adversarial NetworkSleep apnea detection | —Unverified | 0 |
| Analyzing and Predicting Low-Listenership Trends in a Large-Scale Mobile Health Program: A Preliminary Investigation | Nov 13, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Deep Anomaly Detection for Time-series Data in Industrial IoT: A Communication-Efficient On-device Federated Learning Approach | Jul 19, 2020 | Anomaly DetectionFederated Learning | —Unverified | 0 |
| A Deep Structural Model for Analyzing Correlated Multivariate Time Series | Jan 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Jointly Discriminative and Generative Recurrent Neural Networks for Learning from fMRI | Oct 15, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Joint Modeling of Event Sequence and Time Series with Attentional Twin Recurrent Neural Networks | Mar 24, 2017 | Point ProcessesTime Series | —Unverified | 0 |
| Deep Analysis of Time Series Data for Smart Grid Startup Strategies: A Transformer-LSTM-PSO Model Approach | Aug 22, 2024 | Time Series | —Unverified | 0 |
| Analytics of Business Time Series Using Machine Learning and Bayesian Inference | May 25, 2022 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 |
| Deep Amortized Variational Inference for Multivariate Time Series Imputation with Latent Gaussian Process Models | Oct 16, 2019 | Deep LearningDimensionality Reduction | —Unverified | 0 |
| Deep Air Quality Forecasting Using Hybrid Deep Learning Framework | Dec 12, 2018 | Deep LearningManagement | —Unverified | 0 |
| Augmented Contrastive Clustering with Uncertainty-Aware Prototyping for Time Series Test Time Adaptation | Jan 1, 2025 | ClusteringTest-time Adaptation | —Unverified | 0 |
| Patient-Specific Effects of Medication Using Latent Force Models with Gaussian Processes | Jun 1, 2019 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Augmented Bilinear Network for Incremental Multi-Stock Time-Series Classification | Jul 23, 2022 | ClassificationTime Series | —Unverified | 0 |
| Augmentation of EEG and ECG Time Series for Deep Learning Applications: Integrating Changepoint Detection into the iAAFT Surrogates | Apr 2, 2025 | Data AugmentationDeep Learning | —Unverified | 0 |
| Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat | Feb 8, 2019 | Decision MakingTime Series | —Unverified | 0 |
| Joint Forecasting and Interpolation of Graph Signals Using Deep Learning | Jun 2, 2020 | Deep LearningTime Series | —Unverified | 0 |
| Joint Modeling of Local and Global Temporal Dynamics for Multivariate Time Series Forecasting with Missing Values | Nov 22, 2019 | Missing ValuesMultivariate Time Series Forecasting | —Unverified | 0 |
| Joint segmentation of multivariate time series with hidden process regression for human activity recognition | Dec 25, 2013 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution | Aug 18, 2022 | Feature EngineeringImputation | —Unverified | 0 |
| Deconfounding Time Series Forecasting | Oct 27, 2024 | Decision MakingTime Series | —Unverified | 0 |
| A Two-Way Transformed Factor Model for Matrix-Variate Time Series | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions | Apr 16, 2021 | Earth Observationparameter estimation | —Unverified | 0 |
| Decomposition of Time Series Data of Stock Markets and its Implications for Prediction: An Application for the Indian Auto Sector | Jan 11, 2016 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Integrated Time Series Summarization and Prediction Algorithm and its Application to COVID-19 Data Mining | May 1, 2020 | Dynamic Time WarpingTime Series | —Unverified | 0 |