| Bayesian Online Change Point Detection for Baseline Shifts | Jan 7, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| Detecting CAN Masquerade Attacks with Signal Clustering Similarity | Jan 7, 2022 | ClusteringTime Series | —Unverified | 0 |
| Bitcoin Price Predictive Modeling Using Expert Correction | Jan 6, 2022 | regressionTime Series | —Unverified | 0 |
| Bayesian Regression Approach for Building and Stacking Predictive Models in Time Series Analytics | Jan 6, 2022 | Decision Makingregression | —Unverified | 0 |
| Sales Time Series Analytics Using Deep Q-Learning | Jan 6, 2022 | Active LearningDecision Making | —Unverified | 0 |
| Introducing Randomized High Order Fuzzy Cognitive Maps as Reservoir Computing Models: A Case Study in Solar Energy and Load Forecasting | Jan 6, 2022 | Load ForecastingTime Series | —Unverified | 0 |
| A Review of Mathematical and Computational Methods in Cancer Dynamics | Jan 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Deep Fusion of Lead-lag Graphs: Application to Cryptocurrencies | Jan 5, 2022 | Representation LearningTime Series | —Unverified | 0 |
| Elastic Product Quantization for Time Series | Jan 4, 2022 | QuantizationTime Series | CodeCode Available | 0 |
| Adaptive Memory Networks with Self-supervised Learning for Unsupervised Anomaly Detection | Jan 3, 2022 | Anomaly DetectionDiversity | —Unverified | 0 |
| Deep Learning and Linear Programming for Automated Ensemble Forecasting and Interpretation | Jan 2, 2022 | Feature ImportanceModel Selection | CodeCode Available | 0 |
| On the effectiveness of Randomized Signatures as Reservoir for Learning Rough Dynamics | Jan 2, 2022 | LEMMATime Series | —Unverified | 0 |
| High-dimensional Bayesian Optimization Algorithm with Recurrent Neural Network for Disease Control Models in Time Series | Jan 1, 2022 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Modelling matrix time series via a tensor CP-decomposition | Dec 31, 2021 | Dimensionality ReductionTime Series | —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 |
| 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 |
| Monte Carlo EM for Deep Time Series Anomaly Detection | Dec 29, 2021 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| AutoFITS: Automatic Feature Engineering for Irregular Time Series | Dec 29, 2021 | Feature EngineeringIrregular Time 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 |