| ISMRNN: An Implicitly Segmented RNN Method with Mamba for Long-Term Time Series Forecasting | Jul 15, 2024 | MambaSegmentation | —Unverified | 0 |
| Harnessing Feature Clustering For Enhanced Anomaly Detection With Variational Autoencoder And Dynamic Threshold | Jul 14, 2024 | Anomaly DetectionClustering | —Unverified | 0 |
| xLSTMTime : Long-term Time Series Forecasting With xLSTM | Jul 14, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 2 |
| REGIONAL DATASETS FOR AIR QUALITY MONITORING IN EUROPEAN CITIES | Jul 12, 2024 | Multivariate Time Series ImputationSpatio-Temporal Forecasting | CodeCode Available | 0 |
| Monopoly Unveiled: Telecom Breakups in the US and Mexico | Jul 12, 2024 | Time Series | —Unverified | 0 |
| Granger Causality in Extremes | Jul 12, 2024 | Time Series | CodeCode Available | 0 |
| Parameter inference from a non-stationary unknown process | Jul 12, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Learning High-Frequency Functions Made Easy with Sinusoidal Positional Encoding | Jul 12, 2024 | regressiontext-to-speech | CodeCode Available | 0 |
| Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification | Jul 12, 2024 | Activity RecognitionContrastive Learning | CodeCode Available | 0 |
| Comparative analysis of Mixed-Data Sampling (MIDAS) model compared to Lag-Llama model for inflation nowcasting | Jul 11, 2024 | modelregression | —Unverified | 0 |
| Paving the way toward foundation models for irregular and unaligned Satellite Image Time Series | Jul 11, 2024 | Change DetectionSegmentation | CodeCode Available | 0 |
| Sensor-Aware Classifiers for Energy-Efficient Time Series Applications on IoT Devices | Jul 11, 2024 | Activity RecognitionTime Series | —Unverified | 0 |
| How Deep is your Guess? A Fresh Perspective on Deep Learning for Medical Time-Series Imputation | Jul 11, 2024 | ClassificationDeep Learning | —Unverified | 0 |
| FAR-Trans: An Investment Dataset for Financial Asset Recommendation | Jul 11, 2024 | Recommendation SystemsTime Series | —Unverified | 0 |
| Industrial-Grade Time-Dependent Counterfactual Root Cause Analysis through the Unanticipated Point of Incipient Failure: a Proof of Concept | Jul 10, 2024 | counterfactualTime Series | CodeCode Available | 0 |
| Reduced-Rank Matrix Autoregressive Models: A Medium N Approach | Jul 10, 2024 | Time Series | —Unverified | 0 |
| A Self-organizing Interval Type-2 Fuzzy Neural Network for Multi-Step Time Series Prediction | Jul 10, 2024 | PredictionTime Series | —Unverified | 0 |
| Automating Weak Label Generation for Data Programming with Clinicians in the Loop | Jul 10, 2024 | Time Series | —Unverified | 0 |
| Toto: Time Series Optimized Transformer for Observability | Jul 10, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| ViTime: A Visual Intelligence-Based Foundation Model for Time Series Forecasting | Jul 10, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 2 |
| Causal Discovery in Semi-Stationary Time Series | Jul 10, 2024 | Causal DiscoveryTime Series | CodeCode Available | 1 |
| Causal Discovery-Driven Change Point Detection in Time Series | Jul 10, 2024 | Causal DiscoveryChange Point Detection | —Unverified | 0 |
| Satellite Image Time Series Semantic Change Detection: Novel Architecture and Analysis of Domain Shift | Jul 10, 2024 | Change DetectionDisaster Response | CodeCode Available | 2 |
| Temporal Convolution Derived Multi-Layered Reservoir Computing | Jul 9, 2024 | Time Series | —Unverified | 0 |
| TeVAE: A Variational Autoencoder Approach for Discrete Online Anomaly Detection in Variable-state Multivariate Time-series Data | Jul 9, 2024 | Anomaly DetectionTime Series | CodeCode Available | 0 |
