| Neural Ordinary Differential Equation based Recurrent Neural Network Model | May 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural ODEs for Informative Missingness in Multivariate Time Series | May 20, 2020 | Deep LearningImputation | —Unverified | 0 |
| Early Classification of Time Series. Cost-based Optimization Criterion and Algorithms | May 20, 2020 | ClusteringEarly Classification | —Unverified | 0 |
| The Effectiveness of Discretization in Forecasting: An Empirical Study on Neural Time Series Models | May 20, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Temporal mixture ensemble models for intraday volume forecasting in cryptocurrency exchange markets | May 19, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Epidemic parameters for COVID-19 in several regions of India | May 18, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Necessary and sufficient conditions for causal feature selection in time series with latent common causes | May 18, 2020 | feature selectionTime Series | —Unverified | 0 |
| Anomaly Detection in Cloud Components | May 18, 2020 | Anomaly DetectionTime Series | —Unverified | 0 |
| Machine learning for the diagnosis of early stage diabetes using temporal glucose profiles | May 18, 2020 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Improving Neuroevolution Using Island Extinction and Repopulation | May 15, 2020 | Evolutionary AlgorithmsTime Series | —Unverified | 0 |
| Temporal signals to images: Monitoring the condition of industrial assets with deep learning image processing algorithms | May 14, 2020 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| Echo State Networks trained by Tikhonov least squares are L2(μ) approximators of ergodic dynamical systems | May 14, 2020 | regressionTime Series | —Unverified | 0 |
| Anomaly Detection And Classification In Time Series With Kervolutional Neural Networks | May 14, 2020 | Anomaly DetectionClassification | —Unverified | 0 |
| Multivariate non-Gaussian models for financial applications | May 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A network-based transfer learning approach to improve sales forecasting of new products | May 13, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Aortic Pressure Forecasting with Deep Sequence Learning | May 12, 2020 | PrognosisTime Series | —Unverified | 0 |
| A Novel Granular-Based Bi-Clustering Method of Deep Mining the Co-Expressed Genes | May 12, 2020 | ClusteringTime Series | —Unverified | 0 |
| Revealing hidden dynamics from time-series data by ODENet | May 11, 2020 | BIG-bench Machine LearningNumerical Integration | —Unverified | 0 |
| Propagation Graph Estimation from Individual's Time Series of Observed States | May 11, 2020 | PositionTime Series | —Unverified | 0 |
| Process Knowledge Driven Change Point Detection for Automated Calibration of Discrete Event Simulation Models Using Machine Learning | May 11, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Nonparametric Expected Shortfall Forecasting Incorporating Weighted Quantiles | May 11, 2020 | quantile regressionTime Series | —Unverified | 0 |
| Predictive Analysis of COVID-19 Time-series Data from Johns Hopkins University | May 7, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Knowledge Enhanced Neural Fashion Trend Forecasting | May 7, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Approaches and Applications of Early Classification of Time Series: A Review | May 6, 2020 | Activity RecognitionClassification | —Unverified | 0 |
| Joint Multi-Dimensional Model for Global and Time-Series Annotations | May 6, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| P2ExNet: Patch-based Prototype Explanation Network | May 5, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep convolutional generative adversarial networks for traffic data imputation encoding time series as images | May 5, 2020 | Decision MakingGenerative Adversarial Network | —Unverified | 0 |
| DETECT: A Hierarchical Clustering Algorithm for Behavioural Trends in Temporal Educational Data | May 4, 2020 | ClusteringTime 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 |
| Tail Granger causalities and where to find them: extreme risk spillovers vs. spurious linkages | May 3, 2020 | ManagementTime Series | —Unverified | 0 |
| 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 |
| ForecastQA: A Question Answering Challenge for Event Forecasting with Temporal Text Data | May 2, 2020 | Knowledge GraphsLanguage Modelling | —Unverified | 0 |
| Supervised Feature Subset Selection and Feature Ranking for Multivariate Time Series without Feature Extraction | May 1, 2020 | feature selectionTime Series | —Unverified | 0 |
| 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 |
| 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 |
| End-to-end NILM System Using High Frequency Data and Neural Networks | Apr 29, 2020 | Non-Intrusive Load MonitoringTime Series | —Unverified | 0 |
| Multi-Decoder RNN Autoencoder Based on Variational Bayes Method | Apr 29, 2020 | ClusteringDecoder | —Unverified | 0 |
| Classifying Image Sequences of Astronomical Transients with Deep Neural Networks | Apr 28, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Time Series Forecasting With Deep Learning: A Survey | Apr 28, 2020 | DecoderDeep Learning | —Unverified | 0 |
| Mapping Coupled Time-series Onto Complex Network | Apr 28, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SARS-COV-2 Pandemic: Understanding the Impact of Lockdown in the Most Affected States of India | Apr 28, 2020 | Change Point DetectionTime Series | —Unverified | 0 |
| Adaptive model selection in photonic reservoir computing by reinforcement learning | Apr 27, 2020 | Load ForecastingModel Selection | —Unverified | 0 |
| Application of Deep Interpolation Network for Clustering of Physiologic Time Series | Apr 27, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| Dynamic Predictions of Postoperative Complications from Explainable, Uncertainty-Aware, and Multi-Task Deep Neural Networks | Apr 27, 2020 | Decision MakingDeep Learning | —Unverified | 0 |
| Data-Driven Construction of Data Center Graph of Things for Anomaly Detection | Apr 27, 2020 | Anomaly DetectionGraph Neural Network | —Unverified | 0 |
| Ensemble Deep Learning on Time-Series Representation of Tweets for Rumor Detection in Social Media | Apr 26, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |