| Balanced Graph Structure Learning for Multivariate Time Series Forecasting | Jan 24, 2022 | Graph GenerationGraph Learning | CodeCode Available | 0 |
| Ordinal-Quadruplet: Retrieval of Missing Classes in Ordinal Time Series | Jan 24, 2022 | Missing LabelsRetrieval | —Unverified | 0 |
| Fast Transient Stability Prediction Using Grid-informed Temporal and Topological Embedding Deep Neural Network | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Attention-based ConvLSTM Autoencoder with Dynamic Thresholding for Unsupervised Anomaly Detection in Multivariate Time Series | Jan 23, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Simulating Using Deep Learning The World Trade Forecasting of Export-Import Exchange Rate Convergence Factor During COVID-19 | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Imposing Connectome-Derived Topology on an Echo State Network | Jan 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamic Deep Convolutional Candlestick Learner | Jan 21, 2022 | Objectobject-detection | —Unverified | 0 |
| Spatiotemporal Analysis Using Riemannian Composition of Diffusion Operators | Jan 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Has EU accession boosted patents performance in the EU-13? -- A critical evaluation using causal impact analysis with Bayesian structural time-series models | Jan 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Conditional Generation of Medical Time Series for Extrapolation to Underrepresented Populations | Jan 20, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Long Short-Term Memory Neural Network for Financial Time Series | Jan 20, 2022 | Binary ClassificationTime Series | —Unverified | 0 |
| Lead-lag detection and network clustering for multivariate time series with an application to the US equity market | Jan 20, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A sequential Monte Carlo approach to estimate a time varying reproduction number in infectious disease models: the Covid-19 case | Jan 19, 2022 | ManagementTime Series | CodeCode Available | 0 |
| GTrans: Spatiotemporal Autoregressive Transformer with Graph Embeddings for Nowcasting Extreme Events | Jan 18, 2022 | Property PredictionTime Series | —Unverified | 0 |
| WATCH: Wasserstein Change Point Detection for High-Dimensional Time Series Data | Jan 18, 2022 | Activity RecognitionChange Point Detection | —Unverified | 0 |
| Label Dependent Attention Model for Disease Risk Prediction Using Multimodal Electronic Health Records | Jan 18, 2022 | Language ModellingPrediction | CodeCode Available | 0 |
| Knock Detection in Combustion Engine Time Series Using a Theory-Guided 1D Convolutional Neural Network Approach | Jan 18, 2022 | CPUTime Series | —Unverified | 0 |
| Online Time Series Anomaly Detection with State Space Gaussian Processes | Jan 18, 2022 | Anomaly DetectionGaussian Processes | —Unverified | 0 |
| Inferential Theory for Granular Instrumental Variables in High Dimensions | Jan 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the quality control of seismic data through active learning | Jan 17, 2022 | Active LearningDenoising | —Unverified | 0 |
| Fractional SDE-Net: Generation of Time Series Data with Long-term Memory | Jan 16, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Forecasting COVID-19 Caseloads Using Unsupervised Embedding Clusters of Social Media Posts | Jan 16, 2022 | SentenceTime Series | —Unverified | 0 |
| Multi-head Temporal Attention-Augmented Bilinear Network for Financial time series prediction | Jan 14, 2022 | Financial AnalysisTime Series | —Unverified | 0 |
| Monitoring the Economy in Real Time: Trends and Gaps in Real Activity and Prices | Jan 14, 2022 | Time Series | —Unverified | 0 |
| Imputing Missing Observations with Time Sliced Synthetic Minority Oversampling Technique | Jan 14, 2022 | DecoderImputation | —Unverified | 0 |