| Propagation Graph Estimation from Individual's Time Series of Observed States | May 11, 2020 | PositionTime Series | —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 |
| 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 |
| 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 |
| 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 |
| Application of Deep Interpolation Network for Clustering of Physiologic Time Series | Apr 27, 2020 | ClusteringDiagnostic | —Unverified | 0 |
| Forecasting in Non-stationary Environments with Fuzzy Time Series | Apr 27, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Adaptive model selection in photonic reservoir computing by reinforcement learning | Apr 27, 2020 | Load ForecastingModel Selection | —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 |
| Uncovering the Dynamics of Correlation Structures Relative to the Collective Market Motion | Apr 26, 2020 | ClusteringTime Series | —Unverified | 0 |
| A dynamic conditional approach to portfolio weights forecasting | Apr 26, 2020 | Time SeriesTime Series Analysis | —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 |
| The new face of multifractality: Multi-branchedness and the phase transitions in time series of mean inter-event times | Apr 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Towards Accurate Predictions and Causal 'What-if' Analyses for Planning and Policy-making: A Case Study in Emergency Medical Services Demand | Apr 25, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Explicit Domain Adaptation with Loosely Coupled Samples | Apr 24, 2020 | Autonomous DrivingDomain Adaptation | —Unverified | 0 |
| Correlation-aware Unsupervised Change-point Detection via Graph Neural Networks | Apr 24, 2020 | Change Point DetectionDecoder | CodeCode Available | 1 |
| A Graph-constrained Changepoint Detection Approach for ECG Segmentation | Apr 24, 2020 | QRS Complex DetectionTime Series | —Unverified | 0 |
| Uncertainty Modelling in Risk-averse Supply Chain Systems Using Multi-objective Pareto Optimization | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Sensor selection on graphs via data-driven node sub-sampling in network time series | Apr 24, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Improving the Decision-Making Process of Self-Adaptive Systems by Accounting for Tactic Volatility | Apr 23, 2020 | Decision MakingTime Series | —Unverified | 0 |
| How to find a unicorn: a novel model-free, unsupervised anomaly detection method for time series | Apr 23, 2020 | Anomaly DetectionRespiratory Failure | CodeCode Available | 1 |
| Applications of shapelet transform to time series classification of earthquake, wind and wave data | Apr 22, 2020 | BIG-bench Machine LearningEvent Detection | —Unverified | 0 |
| Pattern-based Long Short-term Memory for Mid-term Electrical Load Forecasting | Apr 22, 2020 | Load ForecastingTime Series | —Unverified | 0 |