| Grey Correlation Analysis of Transportation Carbon Emissions under the Background of Carbon Peak and Carbon Neutrality | Apr 22, 2022 | Time Series | —Unverified | 0 |
| Causal Analysis of Generic Time Series Data Applied for Market Prediction | Apr 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| NLP Based Anomaly Detection for Categorical Time Series | Apr 22, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Changepoint Detection in Noisy Data Using a Novel Residuals Permutation-Based Method (RESPERM): Benchmarking and Application to Single Trial ERPs | Apr 21, 2022 | BenchmarkingChange Point Detection | CodeCode Available | 0 |
| From point forecasts to multivariate probabilistic forecasts: The Schaake shuffle for day-ahead electricity price forecasting | Apr 21, 2022 | Decision MakingPrediction Intervals | CodeCode Available | 1 |
| Learning Sequential Latent Variable Models from Multimodal Time Series Data | Apr 21, 2022 | Model-based Reinforcement LearningTime Series | CodeCode Available | 0 |
| STD: A Seasonal-Trend-Dispersion Decomposition of Time Series | Apr 21, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Dirichlet Proportions Model for Hierarchically Coherent Probabilistic Forecasting | Apr 21, 2022 | modelSTS | —Unverified | 0 |
| A data filling methodology for time series based on CNN and (Bi)LSTM neural networks | Apr 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Scale Dependencies and Self-Similar Models with Wavelet Scattering Spectra | Apr 19, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| LORD: Lower-Dimensional Embedding of Log-Signature in Neural Rough Differential Equations | Apr 19, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Sintel: A Machine Learning Framework to Extract Insights from Signals | Apr 19, 2022 | Anomaly DetectionBIG-bench Machine Learning | CodeCode Available | 3 |
| EXIT: Extrapolation and Interpolation-based Neural Controlled Differential Equations for Time-series Classification and Forecasting | Apr 19, 2022 | BIG-bench Machine LearningDecoder | —Unverified | 0 |
| A Convolutional-Attentional Neural Framework for Structure-Aware Performance-Score Synchronization | Apr 19, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| An advanced spatio-temporal convolutional recurrent neural network for storm surge predictions | Apr 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multi-scale Anomaly Detection for Big Time Series of Industrial Sensors | Apr 18, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| STONet: A Neural-Operator-Driven Spatio-temporal Network | Apr 18, 2022 | Missing ValuesTime Series | —Unverified | 0 |
| Benign Overfitting in Time Series Linear Models with Over-Parameterization | Apr 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Clustering for Grouping Products Based on Price and Sales Patterns | Apr 18, 2022 | ClusteringImage Clustering | —Unverified | 0 |
| Probabilistic Charging Power Forecast of EVCS: Reinforcement Learning Assisted Deep Learning Approach | Apr 17, 2022 | reinforcement-learningReinforcement Learning | —Unverified | 0 |
| Assessing Differentially Private Variational Autoencoders under Membership Inference | Apr 16, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Nonparametric Analysis of Dynamic Random Utility Models | 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 |
| LSTM-Autoencoder based Anomaly Detection for Indoor Air Quality Time Series Data | Apr 14, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| 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 |
| Stability of China's Stock Market: Measure and Forecast by Ricci Curvature on Network | Apr 14, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Topic Modeling of Psychotherapy Sessions | Apr 13, 2022 | Time SeriesTime Series Analysis | —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 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 |
| SRMD: Sparse Random Mode Decomposition | Apr 12, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 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 |
| Surrogate Ensemble Forecasting for Dynamic Climate Impact Models | Apr 12, 2022 | quantile regressionTime Series | —Unverified | 0 |
| Deep Normed Embeddings for Patient Representation | Apr 12, 2022 | Representation LearningTime Series | CodeCode Available | 0 |
| Variational Heteroscedastic Volatility Model | Apr 11, 2022 | modelRepresentation Learning | CodeCode Available | 0 |
| Lyapunov-Guided Representation of Recurrent Neural Network Performance | Apr 11, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Statistical Perspective on Functional and Causal Neural Connectomics: The Time-Aware PC Algorithm | Apr 11, 2022 | Causal Inferencecounterfactual | CodeCode Available | 1 |
| Random Similarity Forests | Apr 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 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 |
| Multi-Label Clinical Time-Series Generation via Conditional GAN | Apr 10, 2022 | Representation LearningTime Series | CodeCode Available | 1 |
| 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 |
| Predicting Berth Stay for Tanker Terminals: A Systematic and Dynamic Approach | Apr 8, 2022 | SchedulingTime Series | —Unverified | 0 |
| Multimodal Quasi-AutoRegression: Forecasting the visual popularity of new fashion products | Apr 8, 2022 | Image Captioningimage-classification | —Unverified | 0 |
| The market drives ETFs or ETFs the market: causality without Granger | Apr 7, 2022 | Time SeriesTime Series Analysis | —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 |