| Spatio-Temporal Wind Speed Forecasting using Graph Networks and Novel Transformer Architectures | Aug 29, 2022 | Graph Neural NetworkMultivariate Time Series Forecasting | CodeCode Available | 1 |
| Global RTK Positioning in Graphical State Space | Aug 27, 2022 | PositionTime Series | CodeCode Available | 1 |
| A restricted eigenvalue condition for unit-root non-stationary data | Aug 27, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Riesz-Quincunx-UNet Variational Auto-Encoder for Satellite Image Denoising | Aug 25, 2022 | DenoisingImage Denoising | CodeCode Available | 0 |
| A statistical test of market efficiency based on information theory | Aug 25, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time Series Clustering with an EM algorithm for Mixtures of Linear Gaussian State Space Models | Aug 25, 2022 | ClusteringModel Selection | CodeCode Available | 0 |
| Evaluating the Planning and Operational Resilience of Electrical Distribution Systems with Distributed Energy Resources using Complex Network Theory | Aug 24, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time-to-Green predictions for fully-actuated signal control systems with supervised learning | Aug 24, 2022 | Motion PlanningTime Series | —Unverified | 0 |
| Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability | Aug 24, 2022 | Anomaly DetectionTime Series | CodeCode Available | 0 |
| Spectrum of non-Hermitian deep-Hebbian neural networks | Aug 24, 2022 | RetrievalTime Series | —Unverified | 0 |
| DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series | Aug 24, 2022 | AstronomyClassification | CodeCode Available | 0 |
| Explainable AI for tailored electricity consumption feedback -- an experimental evaluation of visualizations | Aug 24, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Transfer Learning-based State of Health Estimation for Lithium-ion Battery with Cycle Synchronization | Aug 23, 2022 | Dynamic Time WarpingTime Series | —Unverified | 0 |
| Ordinal analysis of lexical patterns | Aug 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution | Aug 23, 2022 | Crop Type MappingData Augmentation | —Unverified | 0 |
| We Are in This Together: Quantifying Community Subjective Wellbeing and Resilience | Aug 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Inter- and Intra-Series Embeddings Fusion Network for Epidemiological Forecasting | Aug 23, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| A surrogate gradient spiking baseline for speech command recognition | Aug 22, 2022 | Audio ClassificationTime Series | CodeCode Available | 1 |
| ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram | Aug 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Predicting the Biological Classification of Cell-Cycle Regulated Genes of Saccharomyces cerevisiae using Community Detection Algorithms on Gene Co-expression Networks | Aug 22, 2022 | ClusteringCommunity Detection | —Unverified | 0 |
| Towards an AI-based Early Warning System for Bridge Scour | Aug 22, 2022 | Depth EstimationManagement | —Unverified | 0 |
| Prediction of good reaction coordinates and future evolution of MD trajectories using Regularized Sparse Autoencoders: A novel deep learning approach | Aug 22, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Shapelet-Based Counterfactual Explanations for Multivariate Time Series | Aug 22, 2022 | counterfactualCounterfactual Explanation | CodeCode Available | 0 |
| Latent Neural Stochastic Differential Equations for Change Point Detection | Aug 22, 2022 | Change Point DetectionTime Series | CodeCode Available | 0 |
| AA-Forecast: Anomaly-Aware Forecast for Extreme Events | Aug 21, 2022 | Anomaly ForecastingMultivariate Time Series Forecasting | CodeCode Available | 1 |