| A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network | Dec 23, 2021 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Collaborative adversary nodes learning on the logs of IoT devices in an IoT network | Dec 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dynamic Combination of Heterogeneous Models for Hierarchical Time Series | Dec 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Echo State Network using oscillations of gas bubbles in water | Dec 22, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| AutoCTS: Automated Correlated Time Series Forecasting -- Extended Version | Dec 21, 2021 | Correlated Time Series ForecastingTime Series | —Unverified | 0 |
| PyChEst: a Python package for the consistent retrospective estimation of distributional changes in piece-wise stationary time series | Dec 20, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| SSDNet: State Space Decomposition Neural Network for Time Series Forecasting | Dec 19, 2021 | Deep LearningState Space Models | CodeCode Available | 0 |
| Predicting Patient Readmission Risk from Medical Text via Knowledge Graph Enhanced Multiview Graph Convolution | Dec 19, 2021 | Representation LearningTime Series | —Unverified | 0 |
| Denoised Labels for Financial Time-Series Data via Self-Supervised Learning | Dec 19, 2021 | Denoisingimage-classification | —Unverified | 0 |
| Multiple Time Series Fusion Based on LSTM An Application to CAP A Phase Classification Using EEG | Dec 18, 2021 | channel selectionDecision Making | CodeCode Available | 0 |
| Discrete signature and its application to finance | Dec 17, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A Comparative Study of Detecting Anomalies in Time Series Data Using LSTM and TCN Models | Dec 17, 2021 | Deep LearningTime Series | —Unverified | 0 |
| A CNN based method for Sub-pixel Urban Land Cover Classification using Landsat-5 TM and Resourcesat-1 LISS-IV Imagery | Dec 16, 2021 | Land Cover ClassificationTime Series | —Unverified | 0 |
| Simultaneous Multivariate Forecast of Space Weather Indices using Deep Neural Network Ensembles | Dec 16, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimal Latent Space Forecasting for Large Collections of Short Time Series Using Temporal Matrix Factorization | Dec 15, 2021 | Demand ForecastingModel Selection | —Unverified | 0 |
| A Predictive Online Transient Stability Assessment with Hierarchical Generative Adversarial Networks | Dec 15, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Real-time Detection of Anomalies in Multivariate Time Series of Astronomical Data | Dec 15, 2021 | Anomaly DetectionAstronomy | —Unverified | 0 |
| Characterization of causal ancestral graphs for time series with latent confounders | Dec 15, 2021 | Causal DiscoveryTime Series | —Unverified | 0 |
| Leveraging Image-based Generative Adversarial Networks for Time Series Generation | Dec 15, 2021 | DisentanglementTime Series | —Unverified | 0 |
| Compensatory model for quantile estimation and application to VaR | Dec 14, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cryptocurrency Market Consolidation in 2020--2021 | Dec 13, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Approximation algorithms for confidence bands for time series | Dec 12, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| DeepFIB: Self-Imputation for Time Series Anomaly Detection | Dec 12, 2021 | Anomaly DetectionAnomaly Localization | —Unverified | 0 |
| Federated Reinforcement Learning at the Edge | Dec 11, 2021 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Building Autocorrelation-Aware Representations for Fine-Scale Spatiotemporal Prediction | Dec 10, 2021 | feature selectionTime Series | —Unverified | 0 |
| Mathematical models of COVID-19 spread | Dec 10, 2021 | ClassificationStochastic Optimization | —Unverified | 0 |
| Neural Multi-Quantile Forecasting for Optimal Inventory Management | Dec 10, 2021 | Managementquantile regression | —Unverified | 0 |
| Ymir: A Supervised Ensemble Framework for Multivariate Time Series Anomaly Detection | Dec 9, 2021 | Anomaly DetectionEnsemble Learning | —Unverified | 0 |
| Measuring Wind Turbine Health Using Drifting Concepts | Dec 9, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Autoregressive Quantile Flows for Predictive Uncertainty Estimation | Dec 9, 2021 | Density Estimationobject-detection | —Unverified | 0 |
| Merging Subject Matter Expertise and Deep Convolutional Neural Network for State-Based Online Machine-Part Interaction Classification | Dec 8, 2021 | Change Point DetectionClassification | —Unverified | 0 |
| Change of persistence in European electricity spot prices | Dec 7, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Differentially Private K-means Clustering Applied to Meter Data Analysis and Synthesis | Dec 7, 2021 | ClusteringTime Series | —Unverified | 0 |
| Optimal activity and battery scheduling algorithm using load and solar generation forecast | Dec 6, 2021 | Missing ValuesScheduling | CodeCode Available | 0 |
| Cadence: A Practical Time-series Partitioning Algorithm for Unlabeled IoT Sensor Streams | Dec 6, 2021 | Activity RecognitionChange Point Detection | CodeCode Available | 0 |
| Dynamic imaging using Motion-Compensated SmooThness Regularization on Manifolds (MoCo-SToRM) | Dec 6, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Online false discovery rate control for anomaly detection in time series | Dec 6, 2021 | Anomaly DetectionTime Series | —Unverified | 0 |
| Learning Generalized Causal Structure in Time-series | Dec 6, 2021 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| KDCTime: Knowledge Distillation with Calibration on InceptionTime for Time-series Classification | Dec 4, 2021 | Knowledge DistillationTime Series | —Unverified | 0 |
| Gaussian Process Vector Autoregressions and Macroeconomic Uncertainty | Dec 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Combining Embeddings and Fuzzy Time Series for High-Dimensional Time Series Forecasting in Internet of Energy Applications | Dec 3, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Novel Deep Parallel Time-series Relation Network for Fault Diagnosis | Dec 3, 2021 | DiagnosticFault Diagnosis | —Unverified | 0 |
| Causal-based Time Series Domain Generalization for Vehicle Intention Prediction | Dec 3, 2021 | Autonomous VehiclesDomain Generalization | —Unverified | 0 |
| Deep Efficient Continuous Manifold Learning for Time Series Modeling | Dec 3, 2021 | Action RecognitionIrregular Time Series | CodeCode Available | 0 |
| In situ process quality monitoring and defect detection for direct metal laser melting | Dec 3, 2021 | Defect DetectionFault Detection | —Unverified | 0 |
| Time-Series Estimation from Randomly Time-Warped Observations | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Complexity and Persistence of Price Time Series of the European Electricity Spot Market | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Data-Driven Interaction Analysis of Line Failure Cascading in Power Grid Networks | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Hydroclimatic time series features at multiple time scales | Dec 2, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Convergence of GANs Training: A Game and Stochastic Control Methodology | Dec 1, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |