| 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 |
| Spectrum of non-Hermitian deep-Hebbian neural networks | Aug 24, 2022 | RetrievalTime Series | —Unverified | 0 |
| Time-to-Green predictions for fully-actuated signal control systems with supervised learning | Aug 24, 2022 | Motion PlanningTime Series | —Unverified | 0 |
| DCSF: Deep Convolutional Set Functions for Classification of Asynchronous Time Series | Aug 24, 2022 | AstronomyClassification | CodeCode Available | 0 |
| Towards an Awareness of Time Series Anomaly Detection Models' Adversarial Vulnerability | Aug 24, 2022 | Anomaly DetectionTime Series | 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 |
| Inter- and Intra-Series Embeddings Fusion Network for Epidemiological Forecasting | Aug 23, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| We Are in This Together: Quantifying Community Subjective Wellbeing and Resilience | Aug 23, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| A surrogate gradient spiking baseline for speech command recognition | Aug 22, 2022 | Audio ClassificationTime Series | CodeCode Available | 1 |
| 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 |
| ArNet-ECG: Deep Learning for the Detection of Atrial Fibrillation from the Raw Electrocardiogram | Aug 22, 2022 | Time SeriesTime Series Analysis | —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 |
| Stop&Hop: Early Classification of Irregular Time Series | Aug 21, 2022 | Early ClassificationGeneral Classification | CodeCode Available | 1 |
| From Time Series to Networks in R with the ts2net Package | Aug 20, 2022 | Graph MiningTime Series | CodeCode Available | 1 |
| Simulation-Informed Revenue Extrapolation with Confidence Estimate for Scaleup Companies Using Scarce Time-Series Data | Aug 19, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 1 |
| A decomposition of book structure through ousiometric fluctuations in cumulative word-time | Aug 19, 2022 | DenoisingTime Series | —Unverified | 0 |
| Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer | Aug 19, 2022 | Multivariate Time Series ForecastingRepresentation Learning | CodeCode Available | 1 |
| An Unsupervised Short- and Long-Term Mask Representation for Multivariate Time Series Anomaly Detection | Aug 19, 2022 | Anomaly DetectionRepresentation Learning | CodeCode Available | 1 |
| Diffusion-based Time Series Imputation and Forecasting with Structured State Space Models | Aug 19, 2022 | ImputationMissing Values | CodeCode Available | 2 |
| Efficient data-driven gap filling of satellite image time series using deep neural networks with partial convolutions | Aug 18, 2022 | Image InpaintingTime Series | CodeCode Available | 1 |
| A Two-stream Convolutional Network for Musculoskeletal and Neurological Disorders Prediction | Aug 18, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 |
| Network inference via process motifs for lagged correlation in linear stochastic processes | Aug 18, 2022 | Causal InferenceTime Series | —Unverified | 0 |
| Sequence Prediction Under Missing Data : An RNN Approach Without Imputation | Aug 18, 2022 | DecoderImputation | —Unverified | 0 |
| KDD CUP 2022 Wind Power Forecasting Team 88VIP Solution | Aug 18, 2022 | Feature EngineeringImputation | —Unverified | 0 |
| NeurIPS Competition Instructions and Guide: Causal Insights for Learning Paths in Education | Aug 17, 2022 | Causal DiscoverySelection bias | —Unverified | 0 |
| Transformer-Based Deep Learning Model for Stock Price Prediction: A Case Study on Bangladesh Stock Market | Aug 17, 2022 | PredictionStock Price Prediction | —Unverified | 0 |
| ODformer: Spatial-Temporal Transformers for Long Sequence Origin-Destination Matrix Forecasting Against Cross Application Scenario | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Progressive Cross-modal Knowledge Distillation for Human Action Recognition | Aug 17, 2022 | Action RecognitionKnowledge Distillation | —Unverified | 0 |
| Expressivity of Hidden Markov Chains vs. Recurrent Neural Networks from a system theoretic viewpoint | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Time is limited on the road to asymptopia | Aug 17, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Neural Networks for Extreme Quantile Regression with an Application to Forecasting of Flood Risk | Aug 16, 2022 | quantile regressionregression | CodeCode Available | 1 |
| Deep Unsupervised Domain Adaptation: A Review of Recent Advances and Perspectives | Aug 15, 2022 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Grasping Core Rules of Time Series through Pure Models | Aug 15, 2022 | Time SeriesTime Series Analysis | —Unverified | 0 |
| Confidence-Guided Learning Process for Continuous Classification of Time Series | Aug 14, 2022 | SchedulingTime Series | —Unverified | 0 |
| Self-supervised Contrastive Representation Learning for Semi-supervised Time-Series Classification | Aug 13, 2022 | Contrastive LearningData Augmentation | CodeCode Available | 2 |
| An Empirical Comparison of Explainable Artificial Intelligence Methods for Clinical Data: A Case Study on Traumatic Brain Injury | Aug 13, 2022 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Feature-Based Time-Series Analysis in R using the theft Package | Aug 12, 2022 | Data VisualizationTime Series | CodeCode Available | 1 |