| IDEA: Interpretable Dynamic Ensemble Architecture for Time Series Prediction | Jan 14, 2022 | PredictionTime Series | —Unverified | 0 |
| Privacy Amplification by Subsampling in Time Domain | Jan 13, 2022 | SensitivityTime Series | —Unverified | 0 |
| Forecast-based Multi-aspect Framework for Multivariate Time-series Anomaly Detection | Jan 13, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Recursive Least Squares Policy Control with Echo State Network | Jan 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cognitive forces shape the dynamics of word usage across multiple languages | Jan 12, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-varying Identification of Guided Wave Propagation under Varying Temperature via Non-Stationary Time Series Models | Jan 12, 2022 | Structural Health MonitoringTAR | —Unverified | 0 |
| Intra-domain and cross-domain transfer learning for time series data -- How transferable are the features? | Jan 12, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks | Jan 12, 2022 | Data AugmentationTime Series | CodeCode Available | 0 |
| Application of Common Spatial Patterns in Gravitational Waves Detection | Jan 11, 2022 | Brain Computer InterfaceEEG | —Unverified | 0 |
| Seizure prediction with long-term iEEG recordings: What can we learn from data nonstationarity? | Jan 11, 2022 | PredictionSeizure prediction | —Unverified | 0 |
| An Interval-Valued Time Series Forecasting Scheme With Probability Distribution Features for Electric Power Generation Prediction | Jan 11, 2022 | Descriptiveregression | —Unverified | 0 |
| DANNTe: a case study of a turbo-machinery sensor virtualization under domain shift | Jan 11, 2022 | Domain Adaptationregression | —Unverified | 0 |
| Winning solutions and post-challenge analyses of the ChaLearn AutoDL challenge 2019 | Jan 11, 2022 | AutoMLManagement | —Unverified | 0 |
| A machine learning search for optimal GARCH parameters | Jan 10, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Data-driven approach in a compartmental epidemic model to assess undocumented infections | Jan 10, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Watch Less and Uncover More: Could Navigation Tools Help Users Search and Explore Videos? | Jan 10, 2022 | Information RetrievalRetrieval | —Unverified | 0 |
| Weak Supervision for Affordable Modeling of Electrocardiogram Data | Jan 9, 2022 | DiagnosticTime Series | —Unverified | 0 |
| Causal Discovery from Sparse Time-Series Data Using Echo State Network | Jan 9, 2022 | Causal Discoveryregression | —Unverified | 0 |
| OPP-Miner: Order-preserving sequential pattern mining | Jan 9, 2022 | Sequential Pattern MiningTime Series | —Unverified | 0 |
| Conditional Approximate Normalizing Flows for Joint Multi-Step Probabilistic Forecasting with Application to Electricity Demand | Jan 8, 2022 | Decision MakingScheduling | CodeCode Available | 0 |
| Applications of Signature Methods to Market Anomaly Detection | Jan 7, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Churn prediction in online gambling | Jan 7, 2022 | Binary ClassificationPrediction | —Unverified | 0 |
| Unifying Epidemic Models with Mixtures | Jan 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Forecasting Using Fuzzy Cognitive Maps: A Survey | Jan 7, 2022 | SurveyTime Series | —Unverified | 0 |
| Approximate Factor Models for Functional Time Series | Jan 7, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| 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 |