| 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 |
| JANET: Joint Adaptive predictioN-region Estimation for Time-series | Jul 8, 2024 | Conformal PredictionPrediction | —Unverified | 0 |
| Time Series Dataset for Modeling and Forecasting of N_2O in Wastewater Treatment | Jul 8, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| GeoWATCH for Detecting Heavy Construction in Heterogeneous Time Series of Satellite Images | Jul 8, 2024 | Activity Recognitionimage-classification | —Unverified | 0 |
| Volatility modeling in a Markovian environment: Two Ornstein-Uhlenbeck-related approaches | Jul 8, 2024 | Time Series | —Unverified | 0 |
| Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks | Jul 8, 2024 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 |
| Topological Persistence Guided Knowledge Distillation for Wearable Sensor Data | Jul 7, 2024 | Activity RecognitionDeep Learning | —Unverified | 0 |
| Integer-only Quantized Transformers for Embedded FPGA-based Time-series Forecasting in AIoT | Jul 6, 2024 | QuantizationTime Series | —Unverified | 0 |
| A Generalized Transformer-based Radio Link Failure Prediction Framework in 5G RANs | Jul 6, 2024 | Graph Neural NetworkPrediction | —Unverified | 0 |
| TimeLDM: Latent Diffusion Model for Unconditional Time Series Generation | Jul 5, 2024 | Autonomous DrivingData Augmentation | —Unverified | 0 |
| Block-diagonal idiosyncratic covariance estimation in high-dimensional factor models for financial time series | Jul 4, 2024 | ClusteringTime Series | —Unverified | 0 |
| An Autoencoder Architecture for L-band Passive Microwave Retrieval of Landscape Freeze-Thaw Cycle | Jul 4, 2024 | Anomaly DetectionRetrieval | CodeCode Available | 0 |
| Text2TimeSeries: Enhancing Financial Forecasting through Time Series Prediction Updates with Event-Driven Insights from Large Language Models | Jul 4, 2024 | Sentiment AnalysisTime Series | —Unverified | 0 |
| A Self-Supervised Task for Fault Detection in Satellite Multivariate Time Series | Jul 3, 2024 | Fault DetectionMulti-Task Learning | —Unverified | 0 |
| Terrain Classification Enhanced with Uncertainty for Space Exploration Robots from Proprioceptive Data | Jul 3, 2024 | Bayesian OptimizationClassification | —Unverified | 0 |
| Multiple-Resolution Tokenization for Time Series Forecasting with an Application to Pricing | Jul 3, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Membership Inference Attacks Against Time-Series Models | Jul 3, 2024 | Time SeriesTime Series Prediction | —Unverified | 0 |
| A Fast Multitaper Power Spectrum Estimation in Nonuniformly Sampled Time Series | Jul 2, 2024 | Time Series | CodeCode Available | 0 |
| Large Scale Hierarchical Industrial Demand Time-Series Forecasting incorporating Sparsity | Jul 2, 2024 | Demand ForecastingTime Series | CodeCode Available | 0 |
| Learning Graph Structures and Uncertainty for Accurate and Calibrated Time-series Forecasting | Jul 2, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| SiamTST: A Novel Representation Learning Framework for Enhanced Multivariate Time Series Forecasting applied to Telco Networks | Jul 2, 2024 | Multivariate Time Series ForecastingRepresentation Learning | CodeCode Available | 0 |
| Automated Knowledge Graph Learning in Industrial Processes | Jul 2, 2024 | Decision MakingGraph Learning | —Unverified | 0 |
| A new Takagi–Sugeno–Kang model for time series forecasting | Jul 1, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Macroeconomic Forecasting with Large Language Models | Jul 1, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Evaluating the Role of Data Enrichment Approaches Towards Rare Event Analysis in Manufacturing | Jul 1, 2024 | Data AugmentationEvent Detection | —Unverified | 0 |