| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 |
| Deep Learning for Satellite Image Time Series Analysis: A Review | Apr 5, 2024 | Deep LearningEarth Observation | —Unverified | 0 |
| An early warning system for emerging markets | Apr 4, 2024 | Change Point DetectionTime Series | CodeCode Available | 0 |
| Causality for Earth Science -- A Review on Time-series and Spatiotemporal Causality Methods | Apr 3, 2024 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Enhancing crop segmentation in satellite image time-series with transformer networks | Apr 3, 2024 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| TSA on AutoPilot: Self-tuning Self-supervised Time Series Anomaly Detection | Apr 3, 2024 | Anomaly DetectionData Augmentation | CodeCode Available | 0 |
| Bayesian Bi-level Sparse Group Regressions for Macroeconomic Density Forecasting | Apr 3, 2024 | EconometricsTime Series | —Unverified | 0 |
| PowerSimulations.jl -- A Power Systems operations simulation Library | Apr 3, 2024 | Time Series | CodeCode Available | 0 |
| Global Mapping of Exposure and Physical Vulnerability Dynamics in Least Developed Countries using Remote Sensing and Machine Learning | Apr 2, 2024 | Time Series | —Unverified | 0 |
| BERTopic-Driven Stock Market Predictions: Unraveling Sentiment Insights | Apr 2, 2024 | Financial AnalysisSentiment Analysis | —Unverified | 0 |
| Supervised Autoencoder MLP for Financial Time Series Forecasting | Apr 2, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| A Survey on Hypergraph Neural Networks: An In-Depth and Step-By-Step Guide | Apr 1, 2024 | Representation LearningSurvey | —Unverified | 0 |
| Log-PDE Methods for Rough Signature Kernels | Apr 1, 2024 | Time SeriesTime Series Analysis | —Unverified | 0 |
| CAAP: Class-Dependent Automatic Data Augmentation Based On Adaptive Policies For Time Series | Apr 1, 2024 | Data AugmentationTime Series | —Unverified | 0 |
| TS-CausalNN: Learning Temporal Causal Relations from Non-linear Non-stationary Time Series Data | Apr 1, 2024 | Causal DiscoveryEpidemiology | —Unverified | 0 |
| A Multi-Branched Radial Basis Network Approach to Predicting Complex Chaotic Behaviours | Mar 31, 2024 | Time Series | CodeCode Available | 0 |
| From Similarity to Superiority: Channel Clustering for Time Series Forecasting | Mar 31, 2024 | ClusteringTime Series | CodeCode Available | 0 |
| Denoising Low-dose Images Using Deep Learning of Time Series Images | Mar 31, 2024 | Autonomous DrivingDenoising | —Unverified | 0 |
| Contextual AI Journaling: Integrating LLM and Time Series Behavioral Sensing Technology to Promote Self-Reflection and Well-being using the MindScape App | Mar 30, 2024 | Time Series | —Unverified | 0 |
| MambaMixer: Efficient Selective State Space Models with Dual Token and Channel Selection | Mar 29, 2024 | channel selectionImage Classification | —Unverified | 0 |
| DeepHeteroIoT: Deep Local and Global Learning over Heterogeneous IoT Sensor Data | Mar 29, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |
| Variability in Aggregate Personal Income Across Industrial Sectors During COVID-19 Shock: A Time-Series Exploration | Mar 29, 2024 | Time Series | —Unverified | 0 |
| Constants of Motion for Conserved and Non-conserved Dynamics | Mar 28, 2024 | Time Series | —Unverified | 0 |
| Feature-Based Echo-State Networks: A Step Towards Interpretability and Minimalism in Reservoir Computer | Mar 28, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Exploiting Individual Graph Structures to Enhance Ecological Momentary Assessment (EMA) Forecasting | Mar 28, 2024 | Graph LearningTime Series | —Unverified | 0 |