| An Adaptive Framework for Generalizing Network Traffic Prediction towards Uncertain Environments | Nov 30, 2023 | PredictionTime Series | —Unverified | 0 |
| TimelyGPT: Extrapolatable Transformer Pre-training for Long-term Time-Series Forecasting in Healthcare | Nov 29, 2023 | DiagnosticTime Series | —Unverified | 0 |
| TransNAS-TSAD: Harnessing Transformers for Multi-Objective Neural Architecture Search in Time Series Anomaly Detection | Nov 29, 2023 | Anomaly DetectionComputational Efficiency | CodeCode Available | 0 |
| The Forecastability of Underlying Building Electricity Demand from Time Series Data | Nov 29, 2023 | energy managementManagement | —Unverified | 0 |
| A Bag of Receptive Fields for Time Series Extrinsic Predictions | Nov 29, 2023 | Missing Valuesregression | —Unverified | 0 |
| OpenSense: An Open-World Sensing Framework for Incremental Learning and Dynamic Sensor Scheduling on Embedded Edge Devices | Nov 29, 2023 | Incremental LearningQ-Learning | —Unverified | 0 |
| LoCoMotif: Discovering time-warped motifs in time series | Nov 29, 2023 | Time Series | CodeCode Available | 1 |
| Interpreting Differentiable Latent States for Healthcare Time-series Data | Nov 29, 2023 | Predicting Patient OutcomesTime Series | —Unverified | 0 |
| XAI for time-series classification leveraging image highlight methods | Nov 28, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| Predicting the Age of Astronomical Transients from Real-Time Multivariate Time Series | Nov 28, 2023 | AstronomyTime Series | —Unverified | 0 |
| Deep Learning for Time Series Classification of Parkinson's Disease Eye Tracking Data | Nov 28, 2023 | Time SeriesTime Series Classification | —Unverified | 0 |
| FocusLearn: Fully-Interpretable, High-Performance Modular Neural Networks for Time Series | Nov 28, 2023 | Additive modelsfeature selection | CodeCode Available | 0 |
| Riemannian Prediction of Anatomical Diagnoses in Congenital Heart Disease based on 12-lead ECGs | Nov 27, 2023 | PrognosisTime Series | —Unverified | 0 |
| A generating function perspective on the transmission forest | Nov 27, 2023 | Time Series | CodeCode Available | 0 |
| Learning Multi-Frequency Partial Correlation Graphs | Nov 27, 2023 | Time Series | CodeCode Available | 0 |
| Event Detection in Time Series: Universal Deep Learning Approach | Nov 27, 2023 | Binary ClassificationDeep Learning | CodeCode Available | 1 |
| UniRepLKNet: A Universal Perception Large-Kernel ConvNet for Audio, Video, Point Cloud, Time-Series and Image Recognition | Nov 27, 2023 | Image ClassificationObject Detection | CodeCode Available | 3 |
| Topology combined machine learning for consonant recognition | Nov 26, 2023 | Time Series | —Unverified | 0 |
| Learning Multi-Pattern Normalities in the Frequency Domain for Efficient Time Series Anomaly Detection | Nov 26, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| A Hybrid SOM and K-means Model for Time Series Energy Consumption Clustering | Nov 25, 2023 | ClusteringManagement | —Unverified | 0 |
| Selective Inference for Changepoint detection by Recurrent Neural Network | Nov 25, 2023 | Selection biasTime Series | CodeCode Available | 0 |
| Satellite-based feature extraction and multivariate time-series prediction of biotoxin contamination in shellfish | Nov 25, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Deep Latent Force Models: ODE-based Process Convolutions for Bayesian Deep Learning | Nov 24, 2023 | Time SeriesUncertainty Quantification | —Unverified | 0 |
| Understanding the Role of Textual Prompts in LLM for Time Series Forecasting: an Adapter View | Nov 24, 2023 | Anomaly DetectionFew-Shot Learning | CodeCode Available | 1 |
| FRUITS: Feature Extraction Using Iterated Sums for Time Series Classification | Nov 24, 2023 | Time SeriesTime Series Classification | CodeCode Available | 1 |