| Clustering of timed sequences -- Application to the analysis of care pathways | Apr 23, 2024 | ClusteringTime Series | —Unverified | 0 |
| Fourier Series Guided Design of Quantum Convolutional Neural Networks for Enhanced Time Series Forecasting | Apr 23, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Using ARIMA to Predict the Expansion of Subscriber Data Consumption | Apr 23, 2024 | Decision MakingTime Series | —Unverified | 0 |
| Fidelitous Augmentation of Human Accelerometric Data for Deep Learning | Apr 22, 2024 | Deep LearningDiversity | —Unverified | 0 |
| Capturing Momentum: Tennis Match Analysis Using Machine Learning and Time Series Theory | Apr 20, 2024 | Feature ImportanceTime Series | —Unverified | 0 |
| Towards Robust Real-Time Hardware-based Mobile Malware Detection using Multiple Instance Learning Formulation | Apr 19, 2024 | Malware DetectionMultiple Instance Learning | —Unverified | 0 |
| On the Asymmetric Volatility Connectedness | Apr 19, 2024 | Time Series | —Unverified | 0 |
| Warped Time Series Anomaly Detection | Apr 18, 2024 | Anomaly DetectionDynamic Time Warping | —Unverified | 0 |
| SGRU: A High-Performance Structured Gated Recurrent Unit for Traffic Flow Prediction | Apr 18, 2024 | Time Series | —Unverified | 0 |
| Using a Local Surrogate Model to Interpret Temporal Shifts in Global Annual Data | Apr 18, 2024 | Feature Importancefeature selection | —Unverified | 0 |
| Toward Short-Term Glucose Prediction Solely Based on CGM Time Series | Apr 18, 2024 | Decision MakingManagement | —Unverified | 0 |
| KnotResolver: Tracking self-intersecting filaments in microscopy using directed graphs | Apr 18, 2024 | Contour DetectionObject Tracking | CodeCode Available | 0 |
| Estimation for conditional moment models based on martingale difference divergence | Apr 17, 2024 | Time Series | —Unverified | 0 |
| Language Models Still Struggle to Zero-shot Reason about Time Series | Apr 17, 2024 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| Variational quantization for state space models | Apr 17, 2024 | QuantizationState Space Models | CodeCode Available | 0 |
| Benchmarking changepoint detection algorithms on cardiac time series | Apr 16, 2024 | BenchmarkingChange Point Detection | —Unverified | 0 |
| Exploring the Role of Token in Transformer-based Time Series Forecasting | Apr 16, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Advancing Long-Term Multi-Energy Load Forecasting with Patchformer: A Patch and Transformer-Based Approach | Apr 16, 2024 | DecoderLoad Forecasting | —Unverified | 0 |
| Neural McKean-Vlasov Processes: Distributional Dependence in Diffusion Processes | Apr 15, 2024 | Time Series | —Unverified | 0 |
| Explainable Online Unsupervised Anomaly Detection for Cyber-Physical Systems via Causal Discovery from Time Series | Apr 15, 2024 | Anomaly DetectionCausal Discovery | CodeCode Available | 0 |
| Test Code Generation for Telecom Software Systems using Two-Stage Generative Model | Apr 14, 2024 | Code GenerationLanguage Modeling | —Unverified | 0 |
| A Joint Data Compression and Time-Delay Estimation Method For Distributed Systems via Extremum Encoding | Apr 14, 2024 | Data CompressionTime Series | —Unverified | 0 |
| Fault Detection in Mobile Networks Using Diffusion Models | Apr 14, 2024 | Anomaly DetectionDiversity | —Unverified | 0 |
| High Significant Fault Detection in Azure Core Workload Insights | Apr 14, 2024 | Fault DetectionTime Series | —Unverified | 0 |
| Early detection of disease outbreaks and non-outbreaks using incidence data | Apr 13, 2024 | Time SeriesTime Series Classification | —Unverified | 0 |