| Automatic Feature Engineering for Time Series Classification: Evaluation and Discussion | Aug 2, 2023 | DescriptiveFeature Engineering | —Unverified | 0 |
| A Survey of Time Series Anomaly Detection Methods in the AIOps Domain | Aug 1, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Testing for Threshold Effects in Presence of Heteroskedasticity and Measurement Error with an application to Italian Strikes | Aug 1, 2023 | Time Series | —Unverified | 0 |
| TimePool: Visually Answer "Which and When" Questions On Univariate Time Series | Aug 1, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Shuffled Differentially Private Federated Learning for Time Series Data Analytics | Jul 30, 2023 | Activity RecognitionFederated Learning | —Unverified | 0 |
| Universal Recurrent Event Memories for Streaming Data | Jul 28, 2023 | Question AnsweringTime Series | —Unverified | 0 |
| Case Studies of Causal Discovery from IT Monitoring Time Series | Jul 28, 2023 | Causal DiscoveryMissing Values | —Unverified | 0 |
| Differential Evolution Algorithm based Hyper-Parameters Selection of Transformer Neural Network Model for Load Forecasting | Jul 28, 2023 | Load ForecastingTime Series | CodeCode Available | 0 |
| Bayesian Time-Series Classifier for Decoding Simple Visual Stimuli from Intracranial Neural Activity | Jul 28, 2023 | ClassificationTime Series | —Unverified | 0 |
| DeepTSF: Codeless machine learning operations for time series forecasting | Jul 28, 2023 | Load ForecastingManagement | CodeCode Available | 0 |
| A Distance Correlation-Based Approach to Characterize the Effectiveness of Recurrent Neural Networks for Time Series Forecasting | Jul 28, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Information-based Preprocessing of PLC Data for Automatic Behavior Modeling | Jul 28, 2023 | Time Series | CodeCode Available | 0 |
| A Comparative Analysis of Machine Learning Methods for Lane Change Intention Recognition Using Vehicle Trajectory Data | Jul 28, 2023 | Autonomous VehiclesIntent Detection | —Unverified | 0 |
| Seeing through the Brain: Image Reconstruction of Visual Perception from Human Brain Signals | Jul 27, 2023 | EEGImage Reconstruction | —Unverified | 0 |
| Likely, Light, and Accurate Context-Free Clusters-based Trajectory Prediction | Jul 27, 2023 | ClusteringTime Series | —Unverified | 0 |
| HUTFormer: Hierarchical U-Net Transformer for Long-Term Traffic Forecasting | Jul 27, 2023 | DecoderTime Series | —Unverified | 0 |
| Emerging Statistical Machine Learning Techniques for Extreme Temperature Forecasting in U.S. Cities | Jul 26, 2023 | Gaussian ProcessesTime Series | —Unverified | 0 |
| Unraveling the Complexity of Splitting Sequential Data: Tackling Challenges in Video and Time Series Analysis | Jul 26, 2023 | Anomaly DetectionObject Tracking | —Unverified | 0 |
| Robustness Verification of Deep Neural Networks using Star-Based Reachability Analysis with Variable-Length Time Series Input | Jul 26, 2023 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Surface Deformation of New York City from Multitemporal Interferometric Analysis of Sentinel-1 SAR Datasets | Jul 26, 2023 | Time Series | —Unverified | 0 |
| Continuous Time Evidential Distributions for Irregular Time Series | Jul 25, 2023 | Irregular Time SeriesTime Series | CodeCode Available | 0 |
| Forecasting, capturing and activation of carbon-dioxide (CO_2): Integration of Time Series Analysis, Machine Learning, and Material Design | Jul 25, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| RED CoMETS: An ensemble classifier for symbolically represented multivariate time series | Jul 25, 2023 | Time SeriesTime Series Classification | CodeCode Available | 0 |
| Testing for sparse idiosyncratic components in factor-augmented regression models | Jul 25, 2023 | regressionTime Series | —Unverified | 0 |
| Introducing Hybrid Modeling with Time-series-Transformers: A Comparative Study of Series and Parallel Approach in Batch Crystallization | Jul 25, 2023 | Time Series | —Unverified | 0 |