| Deep Learning and Linear Programming for Automated Ensemble Forecasting and Interpretation | Jan 2, 2022 | Feature ImportanceModel Selection | CodeCode Available | 0 |
| Financial time series forecasting with multi-modality graph neural network | Jan 1, 2022 | Graph Neural NetworkTime Series | CodeCode Available | 1 |
| High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series | Jan 1, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Evolutionary correlation, regime switching, spectral dynamics and optimal trading strategies for cryptocurrencies and equities | Dec 31, 2021 | ManagementTime Series | —Unverified | 0 |
| Random cohort effects and age groups dependency structure for mortality modelling and forecasting: Mixed-effects time-series model approach | Dec 31, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Modelling matrix time series via a tensor CP-decomposition | Dec 31, 2021 | Dimensionality ReductionTime Series | —Unverified | 0 |
| ChunkFormer: Learning Long Time Series with Multi-stage Chunked Transformer | Dec 30, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An Efficient Federated Distillation Learning System for Multi-task Time Series Classification | Dec 30, 2021 | Knowledge DistillationTime Series | —Unverified | 0 |
| AutoFITS: Automatic Feature Engineering for Irregular Time Series | Dec 29, 2021 | Feature EngineeringIrregular Time Series | CodeCode Available | 0 |
| Monte Carlo EM for Deep Time Series Anomaly Detection | Dec 29, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| MOEF: Modeling Occasion Evolution in Frequency Domain for Promotion-Aware Click-Through Rate Prediction | Dec 27, 2021 | Click-Through Rate PredictionRecommendation Systems | CodeCode Available | 0 |
| Time Series Data Mining Algorithms Towards Scalable and Real-Time Behavior Monitoring | Dec 26, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Toeplitz Least Squares Problems, Fast Algorithms and Big Data | Dec 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Error-bounded Approximate Time Series Joins Using Compact Dictionary Representations of Time Series | Dec 24, 2021 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Stationarity analysis of the stock market data and its application to mechanical trading | Dec 23, 2021 | Stock Price PredictionTime Series | —Unverified | 0 |
| A Multi-View Framework for BGP Anomaly Detection via Graph Attention Network | Dec 23, 2021 | Anomaly Detectionfeature selection | —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 |
| Collaborative adversary nodes learning on the logs of IoT devices in an IoT network | 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 |
| 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 |
| SSDNet: State Space Decomposition Neural Network for Time Series Forecasting | Dec 19, 2021 | Deep LearningState Space Models | CodeCode Available | 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 |