| ZEBRA: Z-order Curve-based Event Retrieval Approach to Efficiently Explore Automotive Data | Apr 20, 2023 | RetrievalTime Series | —Unverified | 0 |
| Fruit Picker Activity Recognition with Wearable Sensors and Machine Learning | Apr 20, 2023 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 |
| An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies | Apr 20, 2023 | Anomaly DetectionDenoising | —Unverified | 0 |
| Non-destructive Fault Diagnosis of Electronic Interconnects by Learning Signal Patterns of Reflection Coefficient in the Frequency Domain | Apr 20, 2023 | DiagnosticEnsemble Learning | —Unverified | 0 |
| Regions of Reliability in the Evaluation of Multivariate Probabilistic Forecasts | Apr 19, 2023 | scoring ruleTime Series | CodeCode Available | 0 |
| LTC-SE: Expanding the Potential of Liquid Time-Constant Neural Networks for Scalable AI and Embedded Systems | Apr 18, 2023 | Time SeriesTime Series Prediction | CodeCode Available | 0 |
| A Deep Learning Framework for Traffic Data Imputation Considering Spatiotemporal Dependencies | Apr 18, 2023 | ImputationTime Series | —Unverified | 0 |
| Autoregressive models for biomedical signal processing | Apr 17, 2023 | Brain Computer Interfaceparameter estimation | —Unverified | 0 |
| Obstacle-Transformer: A Trajectory Prediction Network Based on Surrounding Trajectories | Apr 16, 2023 | Time SeriesTrajectory Prediction | —Unverified | 0 |
| Harnessing Contrastive Learning and Neural Transformation for Time Series Anomaly Detection | Apr 16, 2023 | Anomaly DetectionContrastive Learning | —Unverified | 0 |
| Context-aware Domain Adaptation for Time Series Anomaly Detection | Apr 15, 2023 | Anomaly DetectionDeep Reinforcement Learning | —Unverified | 0 |
| Continuous time recurrent neural networks: overview and application to forecasting blood glucose in the intensive care unit | Apr 14, 2023 | ImputationTime Series | —Unverified | 0 |
| Smart Metro: Deep Learning Approaches to Forecasting the MRT Line 3 Ridership | Apr 14, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Why Topological Data Analysis Detects Financial Bubbles? | Apr 14, 2023 | Time SeriesTopological Data Analysis | —Unverified | 0 |
| Detection and Estimation of Structural Breaks in High-Dimensional Functional Time Series | Apr 14, 2023 | ClusteringTime Series | —Unverified | 0 |
| Streamlined Framework for Agile Forecasting Model Development towards Efficient Inventory Management | Apr 13, 2023 | ManagementTime Series | —Unverified | 0 |
| Video alignment using unsupervised learning of local and global features | Apr 13, 2023 | Dynamic Time WarpingHuman Detection | —Unverified | 0 |
| NP-Free: A Real-Time Normalization-free and Parameter-tuning-free Representation Approach for Open-ended Time Series | Apr 12, 2023 | Time Series | —Unverified | 0 |
| Acoustic absement in detail: Quantifying acoustic differences across time-series representations of speech data | Apr 12, 2023 | Dynamic Time Warpingspeech-recognition | CodeCode Available | 0 |
| Generative modeling for time series via Schrödinger bridge | Apr 11, 2023 | Time Series | —Unverified | 0 |
| Multi-scale Fusion Fault Diagnosis Method Based on Two-Dimensionaliztion Sequence in Complex Scenarios | Apr 11, 2023 | Fault DiagnosisTime Series | —Unverified | 0 |
| Financial Time Series Forecasting using CNN and Transformer | Apr 11, 2023 | Decision MakingTime Series | —Unverified | 0 |
| Electricity Demand Forecasting with Hybrid Statistical and Machine Learning Algorithms: Case Study of Ukraine | Apr 11, 2023 | Demand Forecastingregression | —Unverified | 0 |
| Time-frequency co-movements between commodities and economic policy uncertainty across different crises | Apr 11, 2023 | Time Series | —Unverified | 0 |
| FAN: Fatigue-Aware Network for Click-Through Rate Prediction in E-commerce Recommendation | Apr 10, 2023 | Click-Through Rate PredictionTime Series | CodeCode Available | 0 |
| Brain-Inspired Spiking Neural Network for Online Unsupervised Time Series Prediction | Apr 10, 2023 | Time SeriesTime Series Prediction | —Unverified | 0 |
| Two Steps Forward and One Behind: Rethinking Time Series Forecasting with Deep Learning | Apr 10, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Filling out the missing gaps: Time Series Imputation with Semi-Supervised Learning | Apr 9, 2023 | ImputationTime Series | —Unverified | 0 |
| Ensemble Modeling for Time Series Forecasting: an Adaptive Robust Optimization Approach | Apr 9, 2023 | ManagementTime Series | CodeCode Available | 0 |
| Embarrassingly Simple MixUp for Time-series | Apr 9, 2023 | Data AugmentationTime Series | —Unverified | 0 |
| OFTER: An Online Pipeline for Time Series Forecasting | Apr 8, 2023 | Dimensionality ReductionTime Series | —Unverified | 0 |
| Adaptive Student's t-distribution with method of moments moving estimator for nonstationary time series | Apr 6, 2023 | PhilosophyTime Series | —Unverified | 0 |
| EZClone: Improving DNN Model Extraction Attack via Shape Distillation from GPU Execution Profiles | Apr 6, 2023 | GPUModel extraction | —Unverified | 0 |
| SE-shapelets: Semi-supervised Clustering of Time Series Using Representative Shapelets | Apr 6, 2023 | ClusteringTime Series | —Unverified | 0 |
| Bitcoin: A life in crises | Apr 6, 2023 | Time Series | —Unverified | 0 |
| Spintronic Physical Reservoir for Autonomous Prediction and Long-Term Household Energy Load Forecasting | Apr 6, 2023 | Load ForecastingPrediction | —Unverified | 0 |
| Multi-Channel Time-Series Person and Soft-Biometric Identification | Apr 4, 2023 | Activity RecognitionAttribute | —Unverified | 0 |
| Side Channel-Assisted Inference Leakage from Machine Learning-based ECG Classification | Apr 4, 2023 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Astronomical image time series classification using CONVolutional attENTION (ConvEntion) | Apr 3, 2023 | ClassificationTime Series | CodeCode Available | 0 |
| Conformal Prediction Regions for Time Series using Linear Complementarity Programming | Apr 3, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| Artificial neural networks and time series of counts: A class of nonlinear INGARCH models | Apr 3, 2023 | Time Series | —Unverified | 0 |
| SoftED: Metrics for Soft Evaluation of Time Series Event Detection | Apr 2, 2023 | Event DetectionTime Series | CodeCode Available | 0 |
| The Tech Decoupling | Apr 2, 2023 | Time Series | —Unverified | 0 |
| Market-Based "Actual" Returns of Investors | Apr 2, 2023 | Time Series | —Unverified | 0 |
| A robust deep learning-based damage identification approach for SHM considering missing data | Mar 31, 2023 | ImputationStructural Health Monitoring | —Unverified | 0 |
| Never a Dull Moment: Distributional Properties as a Baseline for Time-Series Classification | Mar 31, 2023 | ClassificationTime Series | —Unverified | 0 |
| Neural Network Entropy (NNetEn): Entropy-Based EEG Signal and Chaotic Time Series Classification, Python Package for NNetEn Calculation | Mar 31, 2023 | ClassificationEEG | CodeCode Available | 0 |
| Deep Factor Model: A Novel Approach for Motion Compensated Multi-Dimensional MRI | Mar 31, 2023 | Motion EstimationTime Series | —Unverified | 0 |
| Time-series Anomaly Detection based on Difference Subspace between Signal Subspaces | Mar 31, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Patterns Detection in Glucose Time Series by Domain Transformations and Deep Learning | Mar 30, 2023 | Time Series | —Unverified | 0 |