| Assessing Differentially Private Variational Autoencoders under Membership Inference | Apr 16, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Stability of China's Stock Market: Measure and Forecast by Ricci Curvature on Network | Apr 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| EvoSTS Forecasting: Evolutionary Sparse Time-Series Forecasting | Apr 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series of Non-Additive Metrics: Identification and Interpretation of Contributing Factors of Variance by Linear Decomposition | Apr 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Learning Probability Distributions in Macroeconomics and Finance | Apr 14, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Nonparametric Analysis of Dynamic Random Utility Models | Apr 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Topic Modeling of Psychotherapy Sessions | Apr 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A quantum generative model for multi-dimensional time series using Hamiltonian learning | Apr 13, 2022 | Quantum Machine LearningSynthetic Data Generation | —Unverified | 0 |
| Features of the Earth's seasonal hydroclimate: Characterizations and comparisons across the Koppen-Geiger climates and across continents | Apr 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time series features for supporting hydrometeorological explorations and predictions in ungauged locations using large datasets | Apr 13, 2022 | regressionTime Series | —Unverified | 0 |
| Investigating Temporal Convolutional Neural Networks for Satellite Image Time Series Classification: A survey | Apr 13, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A self-paced BCI system with low latency for motor imagery onset detection based on time series prediction paradigm | Apr 12, 2022 | Brain Computer InterfaceDecoder | —Unverified | 0 |
| Deep Normed Embeddings for Patient Representation | Apr 12, 2022 | Representation LearningTime Series | CodeCode Available | 0 |
| SRMD: Sparse Random Mode Decomposition | Apr 12, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Surrogate Ensemble Forecasting for Dynamic Climate Impact Models | Apr 12, 2022 | quantile regressionTime Series | —Unverified | 0 |
| Random Similarity Forests | Apr 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Lyapunov-Guided Representation of Recurrent Neural Network Performance | Apr 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Variational Heteroscedastic Volatility Model | Apr 11, 2022 | modelRepresentation Learning | CodeCode Available | 0 |
| Configuration and Collection Factors for Side-Channel Disassembly | Apr 10, 2022 | Side Channel AnalysisTime Series | —Unverified | 0 |
| On Principal Curve-Based Classifiers and Similarity-Based Selective Sampling in Time-Series | Apr 10, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Optimization of IoT-Enabled Physical Location Monitoring Using DT and VAR | Apr 10, 2022 | Face RecognitionTime Series | —Unverified | 0 |
| Prognostic classification based on random convolutional kernel | Apr 9, 2022 | ClassificationManagement | —Unverified | 0 |
| Transformer-Based Self-Supervised Learning for Emotion Recognition | Apr 8, 2022 | Emotion RecognitionSelf-Supervised Learning | —Unverified | 0 |
| Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products | Apr 8, 2022 | Image Captioningimage-classification | —Unverified | 0 |
| Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach | Apr 8, 2022 | SchedulingTime Series | —Unverified | 0 |
| T4PdM: a Deep Neural Network based on the Transformer Architecture for Fault Diagnosis of Rotating Machinery | Apr 7, 2022 | Decision MakingDiagnostic | —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 |
| The market drives ETFs or ETFs the market: causality without Granger | Apr 7, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Robust and Explainable Autoencoders for Unsupervised Time Series Outlier Detection---Extended Version | Apr 7, 2022 | Outlier DetectionTime Series | —Unverified | 0 |
| 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 |
| 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 |
| 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 |
| Asymptotic Theory for Unit Root Moderate Deviations in Quantile Autoregressions and Predictive Regressions | Apr 5, 2022 | Time SeriesTime Series Analysis | —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 |
| Tracking Urbanization in Developing Regions with Remote Sensing Spatial-Temporal Super-Resolution | Apr 4, 2022 | Image Super-ResolutionObject Tracking | —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 |
| Calibration window selection based on change-point detection for forecasting electricity prices | Apr 2, 2022 | Change Point DetectionTime Series | —Unverified | 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 |
| Probabilistic AutoRegressive Neural Networks for Accurate Long-range Forecasting | Apr 1, 2022 | Decision MakingEpidemiology | CodeCode Available | 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 |
| Theory of Acceleration of Decision Making by Correlated Time Sequences | Mar 30, 2022 | Decision MakingTime Series | —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 |