| Revealing hidden dynamics from time-series data by ODENet | May 11, 2020 | BIG-bench Machine LearningNumerical Integration | —Unverified | 0 |
| Predictive Analysis of COVID-19 Time-series Data from Johns Hopkins University | May 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| XEM: An Explainable-by-Design Ensemble Method for Multivariate Time Series Classification | May 7, 2020 | BIG-bench Machine LearningGeneral Classification | CodeCode Available | 1 |
| Knowledge Enhanced Neural Fashion Trend Forecasting | May 7, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Joint Multi-Dimensional Model for Global and Time-Series Annotations | May 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Approaches and Applications of Early Classification of Time Series: A Review | May 6, 2020 | Activity RecognitionClassification | —Unverified | 0 |
| Deep Recurrent Model for Individualized Prediction of Alzheimer's Disease Progression | May 6, 2020 | ImputationMissing Values | CodeCode Available | 1 |
| Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images | May 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| P2ExNet: Patch-based Prototype Explanation Network | May 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data | May 4, 2020 | ClusteringTime Series | —Unverified | 0 |
| Tail Granger causalities and where to find them: extreme risk spillovers vs. spurious linkages | May 3, 2020 | ManagementTime Series | —Unverified | 0 |
| Cost-Effective Bad Synchrophasor Data Detection Based on Unsupervised Time Series Data Analytics | May 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Teaching Recurrent Neural Networks to Modify Chaotic Memories by Example | May 3, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multivariate Time Series Forecasting with Transfer Entropy Graph | May 3, 2020 | Causal InferenceDecision Making | CodeCode Available | 1 |
| If You Like It, GAN It. Probabilistic Multivariate Times Series Forecast With GAN | May 3, 2020 | Multivariate Time Series ForecastingProbabilistic Time Series Forecasting | CodeCode Available | 0 |
| SleepPoseNet: Multi-View Learning for Sleep Postural Transition Recognition Using UWB | May 2, 2020 | Activity RecognitionData Augmentation | CodeCode Available | 1 |
| On time series representations for multi-label NILM | May 2, 2020 | Dimensionality ReductionNon-Intrusive Load Monitoring | CodeCode Available | 1 |
| ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data | May 2, 2020 | Knowledge GraphsLanguage Modelling | —Unverified | 0 |
| Deep ConvLSTM with self-attention for human activity decoding using wearables | May 2, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Comparing Lexical Usage in Political Discourse across Diachronic Corpora | May 1, 2020 | Additive modelsTime Series | —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 |
| Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction | May 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| Does Terrorism Trigger Online Hate Speech? On the Association of Events and Time Series | Apr 30, 2020 | Causal InferencePoint Processes | CodeCode Available | 0 |
| Attentive Weakly Supervised land cover mapping for object-based satellite image time series data with spatial interpretation | Apr 30, 2020 | Earth ObservationTime Series | —Unverified | 0 |
| Data-Space Inversion Using a Recurrent Autoencoder for Time-Series Parameterization | Apr 30, 2020 | Dimensionality ReductionTime Series | —Unverified | 0 |
