| The market drives ETFs or ETFs the market: causality without Granger | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Binary Spatial Random Field Reconstruction from Non-Gaussian Inhomogeneous Time-series Observations | Apr 7, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Deconvolution of the Functional Ultrasound Response in the Mouse Visual Pathway Using Block-Term Decomposition | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Few-Shot Forecasting of Time-Series with Heterogeneous Channels | Apr 7, 2022 | ClassificationTime Series | CodeCode Available | 1 |
| Domain Adaptation for Time-Series Classification to Mitigate Covariate Shift | Apr 7, 2022 | Domain AdaptationTime Series | CodeCode Available | 1 |
| Hierarchical Annotation for Building A Suite of Clinical Natural Language Processing Tasks: Progress Note Understanding | Apr 6, 2022 | Clinical KnowledgeDiagnostic | —Unverified | 0 |
| Stochastic volatility modeling of high-frequency CSI 300 index and dynamic jump prediction driven by machine learning | Apr 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Bridging the Gap: Decoding the Intrinsic Nature of Time in Market Data | Apr 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dimensionality Expansion of Load Monitoring Time Series and Transfer Learning for EMS | Apr 6, 2022 | energy managementManagement | —Unverified | 0 |
| VNIbCReg: VICReg with Neighboring-Invariance and better-Covariance Evaluated on Non-stationary Seismic Signal Time Series | Apr 6, 2022 | Linear evaluationSelf-Supervised Learning | CodeCode Available | 0 |
| Attention-based CNN-LSTM and XGBoost hybrid model for stock prediction | Apr 6, 2022 | PredictionStock Prediction | CodeCode Available | 2 |
| Asymptotic Theory for Unit Root Moderate Deviations in Quantile Autoregressions and Predictive Regressions | Apr 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution | Apr 4, 2022 | Image Super-ResolutionObject Tracking | —Unverified | 0 |
| Towards Deep Industrial Transfer Learning: Clustering for Transfer Case Selection | Apr 4, 2022 | ClusteringTime Series | —Unverified | 0 |
| Do Deep Neural Networks Contribute to Multivariate Time Series Anomaly Detection? | Apr 4, 2022 | Anomaly DetectionArticles | —Unverified | 0 |
| Taking ROCKET on an Efficiency Mission: Multivariate Time Series Classification with LightWaveS | Apr 4, 2022 | feature selectionTime Series | CodeCode Available | 0 |
| Forestry digital twin with machine learning in Landsat 7 data | Apr 2, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| Path Development Network with Finite-dimensional Lie Group Representation | Apr 2, 2022 | Dimensionality ReductionIrregular Time Series | CodeCode Available | 1 |
| Calibration window selection based on change-point detection for forecasting electricity prices | Apr 2, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting | Apr 1, 2022 | Decision MakingEpidemiology | CodeCode Available | 0 |
| GrowliFlower: An image time series dataset for GROWth analysis of cauLIFLOWER | Apr 1, 2022 | Instance SegmentationSegmentation | —Unverified | 0 |
| Synthetic Photovoltaic and Wind Power Forecasting Data | Apr 1, 2022 | Multi-Task LearningTime Series | —Unverified | 0 |
| When to Classify Events in Open Times Series? | Apr 1, 2022 | ClassificationDecision Making | —Unverified | 0 |
| Quantum open system identification via global optimization: Optimally accurate Markovian models of open systems from time-series data | Mar 31, 2022 | global-optimizationTime Series | CodeCode Available | 0 |
| Time Series Fault Classification for Wave Propagation Systems with Sparse Fault Data | Mar 30, 2022 | ClassificationDynamic Time Warping | —Unverified | 0 |
| Enhancing Cancer Prediction in Challenging Screen-Detected Incident Lung Nodules Using Time-Series Deep Learning | Mar 30, 2022 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |
| Theory of Acceleration of Decision Making by Correlated Time Sequences | Mar 30, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Seasonality, density dependence and spatial population synchrony | Mar 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| The amplitude modulation pattern of Gaussian noise is a fingerprint of Gaussianity | Mar 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| LEAD1.0: A Large-scale Annotated Dataset for Energy Anomaly Detection in Commercial Buildings | Mar 30, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Tampered VAE for Improved Satellite Image Time Series Classification | Mar 30, 2022 | ClassificationCrop Classification | —Unverified | 0 |
| Slow-varying Dynamics Assisted Temporal Capsule Network for Machinery Remaining Useful Life Estimation | Mar 30, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Cointegration of SARS-CoV-2 Transmission with Weather Conditions and Mobility during the First Year of the COVID-19 Pandemic in the United States | Mar 29, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Economic state classification and portfolio optimisation with application to stagflationary environments | Mar 29, 2022 | Portfolio OptimizationTime Series | —Unverified | 0 |
| A Wavelet, AR and SVM based hybrid method for short-term wind speed prediction | Mar 29, 2022 | energy managementManagement | —Unverified | 0 |
| Towards Spatio-Temporal Aware Traffic Time Series Forecasting--Full Version | Mar 29, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| DAMNETS: A Deep Autoregressive Model for Generating Markovian Network Time Series | Mar 28, 2022 | EpidemiologyTime Series | CodeCode Available | 0 |
| A Cellular Automaton Model for the generation of Brainwaves | Mar 28, 2022 | EEGElectroencephalogram (EEG) | —Unverified | 0 |
| Using Machine Learning to generate an open-access cropland map from satellite images time series in the Indian Himalayan Region | Mar 28, 2022 | ManagementTime Series | CodeCode Available | 0 |
| Enhancing Transformer Efficiency for Multivariate Time Series Classification | Mar 28, 2022 | ClassificationTime Series | —Unverified | 0 |
| Pruning In Time (PIT): A Lightweight Network Architecture Optimizer for Temporal Convolutional Networks | Mar 28, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Integrating Physiological Time Series and Clinical Notes with Transformer for Early Prediction of Sepsis | Mar 28, 2022 | ICU AdmissionTime Series | —Unverified | 0 |
| AutoTS: Automatic Time Series Forecasting Model Design Based on Two-Stage Pruning | Mar 26, 2022 | Neural Architecture SearchTime Series | —Unverified | 0 |
| Data-driven Stabilization of Discrete-time Control-affine Nonlinear Systems: A Koopman Operator Approach | Mar 26, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Implications of Mortality Displacement for Effect Modification and Selection Bias | Mar 26, 2022 | EpidemiologySelection bias | —Unverified | 0 |
| Using Multiple Instance Learning for Explainable Solar Flare Prediction | Mar 25, 2022 | Multiple Instance LearningPrediction | CodeCode Available | 0 |
| An Intelligent End-to-End Neural Architecture Search Framework for Electricity Forecasting Model Development | Mar 25, 2022 | Neural Architecture SearchReinforcement Learning (RL) | —Unverified | 0 |
| HYDRA: Competing convolutional kernels for fast and accurate time series classification | Mar 25, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A platform for causal knowledge representation and inference in industrial fault diagnosis based on cubic DUCG | Mar 24, 2022 | DiagnosticFault Diagnosis | —Unverified | 0 |
| TCN Mapping Optimization for Ultra-Low Power Time-Series Edge Inference | Mar 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |