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| GRU-TV: Time- and velocity-aware GRU for patient representation on multivariate clinical time-series data | May 4, 2022 | Representation LearningTime Series | —Unverified | 0 |
| COVID-19 epidemiology as emergent behavior on a dynamic transmission forest | May 4, 2022 | ClusteringEpidemiology | CodeCode Available | 0 |
| A walk through of time series analysis on quantum computers | May 2, 2022 | Quantum Machine LearningTime Series | —Unverified | 0 |
| DeepGraviLens: a Multi-Modal Architecture for Classifying Gravitational Lensing Data | May 2, 2022 | AstronomyImage Classification | CodeCode Available | 0 |
| Neural Machine Translation for Fact-checking Temporal Claims | May 1, 2022 | Fact CheckingMachine Translation | —Unverified | 0 |
| Differentially Private Multivariate Time Series Forecasting of Aggregated Human Mobility With Deep Learning: Input or Gradient Perturbation? | May 1, 2022 | Decision MakingDeep Learning | CodeCode Available | 0 |
| Deep vs. Shallow Learning: A Benchmark Study in Low Magnitude Earthquake Detection | May 1, 2022 | regressionTime Series | —Unverified | 0 |
| Incorporating Stock Market Signals for Twitter Stance Detection | May 1, 2022 | Stance DetectionTime Series | CodeCode Available | 0 |
| Graph Learning from Multivariate Dependent Time Series via a Multi-Attribute Formulation | Apr 29, 2022 | AttributeGraph Learning | —Unverified | 0 |
| Topological Data Analysis in Time Series: Temporal Filtration and Application to Single-Cell Genomics | Apr 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Task Embedding Temporal Convolution Networks for Transfer Learning Problems in Renewable Power Time-Series Forecast | Apr 29, 2022 | Multi-Task LearningTime Series | CodeCode Available | 0 |
| Sparse-Group Log-Sum Penalized Graphical Model Learning For Time Series | Apr 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| COSTI: a New Classifier for Sequences of Temporal Intervals | Apr 28, 2022 | ClassificationTime Series | CodeCode Available | 0 |
| Fuzzy Cognitive Maps and Hidden Markov Models: Comparative Analysis of Efficiency within the Confines of the Time Series Classification Task | Apr 28, 2022 | ClassificationTime Series | —Unverified | 0 |
| Triformer: Triangular, Variable-Specific Attentions for Long Sequence Multivariate Time Series Forecasting--Full Version | Apr 28, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Digital Twin Framework for Time to Failure Forecasting of Wind Turbine Gearbox: A Concept | Apr 28, 2022 | Fault DetectionTime Series | —Unverified | 0 |
| Transformers in Time-series Analysis: A Tutorial | Apr 28, 2022 | DecoderTime Series | —Unverified | 0 |
| Cumulative Stay-time Representation for Electronic Health Records in Medical Event Time Prediction | Apr 28, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Topological Signal Processing using the Weighted Ordinal Partition Network | Apr 27, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| On the Use of Dimension Reduction or Signal Separation Methods for Nitrogen River Pollution Source Identification | Apr 27, 2022 | Dimensionality ReductionManagement | —Unverified | 0 |
| Forecasting foreign exchange rates with regression networks tuned by Bayesian optimization | Apr 26, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Double Diffusion Maps and their Latent Harmonics for Scientific Computations in Latent Space | Apr 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Prediction by Multi-task GPR with Spatiotemporal Information Transformation | Apr 26, 2022 | GPRPrediction | CodeCode Available | 0 |
| GDGRU-DTA: Predicting Drug-Target Binding Affinity Based on GNN and Double GRU | Apr 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |