| Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 | 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 | 0 |
| Analytics of Business Time Series Using Machine Learning and Bayesian Inference | May 25, 2022 | Bayesian InferenceBIG-bench Machine Learning | —Unverified | 0 | 0 |
| A Deep Structural Model for Analyzing Correlated Multivariate Time Series | Jan 2, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| A Comparative Study of Using Spatial-Temporal Graph Convolutional Networks for Predicting Availability in Bike Sharing Schemes | Apr 21, 2021 | ManagementTime Series | —Unverified | 0 | 0 |
| A Bayesian Deep Learning Framework for End-To-End Prediction of Emotion from Heartbeat | Feb 8, 2019 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis | Mar 28, 2022 | ICU AdmissionTime Series | —Unverified | 0 | 0 |
| Integrating Physiological Time Series and Clinical Notes with Deep Learning for Improved ICU Mortality Prediction | Mar 24, 2020 | ICU MortalityMortality Prediction | —Unverified | 0 | 0 |
| Deconfounding Time Series Forecasting | Oct 27, 2024 | Decision MakingTime Series | —Unverified | 0 | 0 |
| Spectrum Attention Mechanism for Time Series Classification | Jan 25, 2021 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| A Two-Way Transformed Factor Model for Matrix-Variate Time Series | Nov 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Integrating Domain Knowledge in Data-driven Earth Observation with Process Convolutions | Apr 16, 2021 | Earth Observationparameter estimation | —Unverified | 0 | 0 |
| Knowing When to Stop: Delay-Adaptive Spiking Neural Network Classifiers with Reliability Guarantees | May 18, 2023 | Conformal PredictionTime Series | —Unverified | 0 | 0 |
| Spiking Neural Network Phase Encoding for Cognitive Computing | May 25, 2024 | Time Series | —Unverified | 0 | 0 |
| Spiking Neural Networks for Radio Frequency Interference Detection in Radio Astronomy | Dec 9, 2024 | AstronomyTime Series | —Unverified | 0 | 0 |
| Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting | Apr 6, 2023 | Load ForecastingPrediction | —Unverified | 0 | 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 | 0 |
| Integrated Modeling and Forecasting of Electric Vehicles Charging Profiles Based on Real Data | Aug 25, 2024 | Time Series | —Unverified | 0 | 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 | 0 |
| Analysis, Online Estimation, and Validation of a Competing Virus Model | Jan 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Integrated Fault Diagnosis and Control Design for DER Inverters using Machine Learning Methods | Feb 21, 2022 | BIG-bench Machine LearningFault Detection | —Unverified | 0 | 0 |
| Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT | Jul 6, 2024 | QuantizationTime Series | —Unverified | 0 | 0 |
| Decomposing Temperature Time Series with Non-Negative Matrix Factorization | Apr 3, 2019 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain | Apr 20, 2023 | DiagnosticEnsemble Learning | —Unverified | 0 | 0 |
| Integer Echo State Networks: Efficient Reservoir Computing for Digital Hardware | Jun 1, 2017 | Computational EfficiencyTime Series | —Unverified | 0 | 0 |