| Wind speed forecast using random forest learning method | Mar 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A Deep Learning Approach to Probabilistic Forecasting of Weather | Mar 23, 2022 | BIG-bench Machine LearningDeep Learning | CodeCode Available | 0 |
| Muscle Vision: Real Time Keypoint Based Pose Classification of Physical Exercises | Mar 23, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation | Mar 23, 2022 | Earth ObservationSemantic Segmentation | CodeCode Available | 0 |
| Less is more: a new machine-learning methodology for spatiotemporal systems | Mar 22, 2022 | Time SeriesWeather Forecasting | —Unverified | 0 |
| Bubble Prediction of Non-Fungible Tokens (NFTs): An Empirical Investigation | Mar 22, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Two methods for Jamming Identification in UAVs Networks using New Synthetic Dataset | Mar 21, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| Generative Adversarial Network for Future Hand Segmentation from Egocentric Video | Mar 21, 2022 | Generative Adversarial NetworkHand Segmentation | CodeCode Available | 0 |
| Forecast Evaluation for Data Scientists: Common Pitfalls and Best Practices | Mar 21, 2022 | Decision MakingTime Series | —Unverified | 0 |
| Diverse Counterfactual Explanations for Anomaly Detection in Time Series | Mar 21, 2022 | Anomaly Detectioncounterfactual | —Unverified | 0 |
| Learning latent causal relationships in multiple time series | Mar 21, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Prediction Algorithm for Heat Demand of Science and Technology Topics Based on Time Convolution Network | Mar 21, 2022 | PredictionTime Series | —Unverified | 0 |
| Learning Whole Heart Mesh Generation From Patient Images For Computational Simulations | Mar 20, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Forecasting Sparse Movement Speed of Urban Road Networks with Nonstationary Temporal Matrix Factorization | Mar 20, 2022 | Missing ValuesMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Performance of Deep Learning models with transfer learning for multiple-step-ahead forecasts in monthly time series | Mar 18, 2022 | Deep LearningTime Series | —Unverified | 0 |
| Selection of entropy based features for the analysis of the Archimedes' spiral applied to essential tremor | Mar 18, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| WOODS: Benchmarks for Out-of-Distribution Generalization in Time Series | Mar 18, 2022 | Out-of-Distribution GeneralizationTime Series | CodeCode Available | 1 |
| Soft Smoothness for Audio Inpainting Using a Latent Matrix Model in Delay-embedded Space | Mar 18, 2022 | Audio inpaintingTime Series | —Unverified | 0 |
| Generalized Classification of Satellite Image Time Series with Thermal Positional Encoding | Mar 17, 2022 | Crop ClassificationTime Series | CodeCode Available | 1 |
| Euler State Networks: Non-dissipative Reservoir Computing | Mar 17, 2022 | MemorizationTime Series | CodeCode Available | 1 |
| Transfer learning for cross-modal demand prediction of bike-share and public transit | Mar 17, 2022 | PredictionTime Series | —Unverified | 0 |
| Recurrent Neural Networks for Forecasting Time Series with Multiple Seasonality: A Comparative Study | Mar 17, 2022 | Load ForecastingTime Series | —Unverified | 0 |
| Mixing Up Contrastive Learning: Self-Supervised Representation Learning for Time Series | Mar 17, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 1 |
| Reducing overestimating and underestimating volatility via the augmented blending-ARCH model | Mar 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| ADATIME: A Benchmarking Suite for Domain Adaptation on Time Series Data | Mar 15, 2022 | BenchmarkingDomain Adaptation | CodeCode Available | 2 |
| What is the best RNN-cell structure for forecasting each time series behavior? | Mar 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-series image denoising of pressure-sensitive paint data by projected multivariate singular spectrum analysis | Mar 15, 2022 | DenoisingImage Denoising | —Unverified | 0 |
| DEPTS: Deep Expansion Learning for Periodic Time Series Forecasting | Mar 15, 2022 | SchedulingTime Series | CodeCode Available | 1 |
| Joint Time-Vertex Fractional Fourier Transform | Mar 15, 2022 | DenoisingTime Series | —Unverified | 0 |
| Continual Learning for Multivariate Time Series Tasks with Variable Input Dimensions | Mar 14, 2022 | Activity RecognitionContinual Learning | —Unverified | 0 |
| Don't Get Me Wrong: How to Apply Deep Visual Interpretations to Time Series | Mar 14, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Dynamic and Context-Dependent Stock Price Prediction Using Attention Modules and News Sentiment | Mar 13, 2022 | Stock Price PredictionTime Series | —Unverified | 0 |
| Wasserstein Adversarial Transformer for Cloud Workload Prediction | Mar 12, 2022 | PredictionTime Series | CodeCode Available | 1 |
| A Joint-Entropy Approach To Time-series Classification | Mar 11, 2022 | ClassificationTime Series | CodeCode Available | 0 |
| Parameter Inference of Time Series by Delay Embeddings and Learning Differentiable Operators | Mar 11, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Dual reparametrized Variational Generative Model for Time-Series Forecasting | Mar 11, 2022 | DenoisingTime Series | —Unverified | 0 |
| Identifying Causal Effects using Instrumental Time Series: Nuisance IV and Correcting for the Past | Mar 11, 2022 | regressionTime Series | CodeCode Available | 0 |
| Forecasting the abnormal events at well drilling with machine learning | Mar 10, 2022 | BIG-bench Machine LearningTime Series | —Unverified | 0 |
| A Review of Open Source Software Tools for Time Series Analysis | Mar 10, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
| TiSAT: Time Series Anomaly Transformer | Mar 10, 2022 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| A persistent-homology-based turbulence index & some applications of TDA on financial markets | Mar 10, 2022 | Time SeriesTopological Data Analysis | CodeCode Available | 1 |
| Data-Folding and Hyperspace Coding for Multi-Dimensonal Time-Series Data Imaging | Mar 10, 2022 | Action RecognitionClassification | —Unverified | 0 |
| Geometric Optimisation on Manifolds with Applications to Deep Learning | Mar 9, 2022 | Deep LearningGPU | —Unverified | 0 |
| Monitoring Time Series With Missing Values: a Deep Probabilistic Approach | Mar 9, 2022 | Missing ValuesNovelty Detection | —Unverified | 0 |
| Contrastive Conditional Neural Processes | Mar 8, 2022 | Contrastive LearningMeta-Learning | —Unverified | 0 |
| Sparsification and Filtering for Spatial-temporal GNN in Multivariate Time-series | Mar 8, 2022 | Graph Neural NetworkTime Series | —Unverified | 0 |
| LSTMSPLIT: Effective SPLIT Learning based LSTM on Sequential Time-Series Data | Mar 8, 2022 | Activity RecognitionFederated Learning | —Unverified | 0 |
| On Robust Inference in Time Series Regression | Mar 8, 2022 | regressionTime Series | —Unverified | 0 |
| Change-point Detection and Segmentation of Discrete Data using Bayesian Context Trees | Mar 8, 2022 | Change Point DetectionTime Series | —Unverified | 0 |
| A Novel Deep Learning Model for Hotel Demand and Revenue Prediction amid COVID-19 | Mar 8, 2022 | Correlated Time Series ForecastingCOVID-19 Modelling | CodeCode Available | 1 |