| Variations on two-parameter families of forecasting functions: seasonal/nonseasonal Models, comparison to the exponential smoothing and ARIMA models, and applications to stock market data | Jul 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Astroconformer: Inferring Surface Gravity of Stars from Stellar Light Curves with Transformer | Jul 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Composite FORCE learning of chaotic echo state networks for time-series prediction | Jul 6, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems | Jul 6, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| Adaptive deep learning for nonlinear time series models | Jul 6, 2022 | Deep Learningregression | —Unverified | 0 |
| Don't Pay Attention to the Noise: Learning Self-supervised Representations of Light Curves with a Denoising Time Series Transformer | Jul 6, 2022 | DenoisingTime Series | CodeCode Available | 1 |
| Don't overfit the history -- Recursive time series data augmentation | Jul 6, 2022 | Data AugmentationTime Series | —Unverified | 0 |
| Reinforcement Learning Portfolio Manager Framework with Monte Carlo Simulation | Jul 6, 2022 | Managementreinforcement-learning | —Unverified | 0 |
| Temporal Sequence Object-based CNN (TS-OCNN) for crop classification from fine resolution remote sensing image time-series | Jul 5, 2022 | ClassificationCrop Classification | —Unverified | 0 |
| Sedentary Behavior Estimation with Hip-worn Accelerometer Data: Segmentation, Classification and Thresholding | Jul 5, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Input Sequence and Parameter Estimation in Impulsive Biomedical Models | Jul 4, 2022 | parameter estimationTime Series | —Unverified | 0 |
| Deep Contrastive One-Class Time Series Anomaly Detection | Jul 4, 2022 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Less Is More: Fast Multivariate Time Series Forecasting with Light Sampling-oriented MLP Structures | Jul 4, 2022 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Continuous Sign Language Recognition via Temporal Super-Resolution Network | Jul 3, 2022 | Sign Language RecognitionSuper-Resolution | —Unverified | 0 |
| Comparative Analysis of Time Series Forecasting Approaches for Household Electricity Consumption Prediction | Jul 3, 2022 | energy managementGaussian Processes | —Unverified | 0 |
| Data-Driven Modeling of Noise Time Series with Convolutional Generative Adversarial Networks | Jul 3, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Scheduling Planting Time Through Developing an Optimization Model and Analysis of Time Series Growing Degree Units | Jul 2, 2022 | SchedulingTime Series | —Unverified | 0 |
| Multivariate Time Series Anomaly Detection with Few Positive Samples | Jul 2, 2022 | Anomaly DetectionTime Series | CodeCode Available | 1 |
| Chimp: Efficient Lossless Floating Point Compression for Time Series Databases | Jul 1, 2022 | AstronomyTime Series | CodeCode Available | 2 |
| A Temporal Fusion Transformer for Long-term Explainable Prediction of Emergency Department Overcrowding | Jul 1, 2022 | Prediction IntervalsTime Series | —Unverified | 0 |
| Simulating financial time series using attention | Jul 1, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Rapid training of quantum recurrent neural networks | Jul 1, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Hierarchic Temporal Convolutional Network With Cross-Domain Encoder for Music Source Separation | Jun 30, 2022 | Audio Source SeparationMusic Source Separation | —Unverified | 0 |
| K-ARMA Models for Clustering Time Series Data | Jun 30, 2022 | ClusteringOutlier Detection | —Unverified | 0 |
| A Causal Approach to Detecting Multivariate Time-series Anomalies and Root Causes | Jun 30, 2022 | Anomaly DetectionTime Series | —Unverified | 0 |
