| Robust Explainer Recommendation for Time Series Classification | Jun 8, 2023 | Activity RecognitionClassification | CodeCode Available | 0 |
| Localized Neural Network Modelling of Time Series: A Case Study on US Monetary Policy | Jun 8, 2023 | Time Seriesvalid | —Unverified | 0 |
| The speckle contrast extended to the polarimetric case: applications to radar and Laser images | Jun 8, 2023 | Time Series | —Unverified | 0 |
| Ambulance Demand Prediction via Convolutional Neural Networks | Jun 8, 2023 | Bayesian OptimizationDecision Making | —Unverified | 0 |
| Unsupervised Cross-Domain Soft Sensor Modelling via Deep Physics-Inspired Particle Flow Bayes | Jun 8, 2023 | Domain AdaptationMissing Labels | —Unverified | 0 |
| Non-autoregressive Conditional Diffusion Models for Time Series Prediction | Jun 8, 2023 | DenoisingOpen-Ended Question Answering | —Unverified | 0 |
| Blockage Prediction in Directional mmWave Links Using Liquid Time Constant Network | Jun 8, 2023 | Future predictionTime Series | —Unverified | 0 |
| Autoencoding for the 'Good Dictionary' of eigen pairs of the Koopman Operator | Jun 8, 2023 | Time Series | —Unverified | 0 |
| SiBBlInGS: Similarity-driven Building-Block Inference using Graphs across States | Jun 7, 2023 | Dictionary LearningTime Series | CodeCode Available | 0 |
| A Comprehensive Survey on Generative Diffusion Models for Structured Data | Jun 7, 2023 | SurveyTime Series | —Unverified | 0 |
| NeMO: Neural Map Growing System for Spatiotemporal Fusion in Bird's-Eye-View and BDD-Map Benchmark | Jun 7, 2023 | Autonomous DrivingTime Series | —Unverified | 0 |
| Long term 5G network traffic forecasting via modeling non-stationarity with deep learning | Jun 6, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 1 |
| Forecasting the Performance of US Stock Market Indices During COVID-19: RF vs LSTM | Jun 6, 2023 | Time Series | —Unverified | 0 |
| Deep Learning-Enabled Sleep Staging From Vital Signs and Activity Measured Using a Near-Infrared Video Camera | Jun 6, 2023 | Sleep StagingTime Series | —Unverified | 0 |
| MTS2Graph: Interpretable Multivariate Time Series Classification with Temporal Evolving Graphs | Jun 6, 2023 | Graph EmbeddingTime Series | —Unverified | 0 |
| PV Fleet Modeling via Smooth Periodic Gaussian Copula | Jun 5, 2023 | Anomaly DetectionTime Series | —Unverified | 0 |
| Probabilistic Unrolling: Scalable, Inverse-Free Maximum Likelihood Estimation for Latent Gaussian Models | Jun 5, 2023 | compressed sensingTime Series | —Unverified | 0 |
| Non-parametric Probabilistic Time Series Forecasting via Innovations Representation | Jun 5, 2023 | Decision MakingDecoder | —Unverified | 0 |
| NFTVis: Visual Analysis of NFT Performance | Jun 5, 2023 | Time Series | —Unverified | 0 |
| Time Interpret: a Unified Model Interpretability Library for Time Series | Jun 5, 2023 | Time Series | CodeCode Available | 1 |
| DeepGraphDMD: Interpretable Spatio-Temporal Decomposition of Non-linear Functional Brain Network Dynamics | Jun 5, 2023 | Time Series | CodeCode Available | 0 |
| SERT: A Transfomer Based Model for Spatio-Temporal Sensor Data with Missing Values for Environmental Monitoring | Jun 5, 2023 | ImputationMissing Values | CodeCode Available | 0 |
| How neural networks learn to classify chaotic time series | Jun 4, 2023 | Time Series | —Unverified | 0 |
| Cross-LKTCN: Modern Convolution Utilizing Cross-Variable Dependency for Multivariate Time Series Forecasting Dependency for Multivariate Time Series Forecasting | Jun 4, 2023 | Multivariate Time Series ForecastingTime Series | —Unverified | 0 |
| Identifying Subgroups of ICU Patients Using End-to-End Multivariate Time-Series Clustering Algorithm Based on Real-World Vital Signs Data | Jun 3, 2023 | ClusteringICU Mortality | —Unverified | 0 |
| A Bio-Inspired Chaos Sensor Model Based on the Perceptron Neural Network: Machine Learning Concept and Application for Computational Neuro-Science | Jun 3, 2023 | Time Series | —Unverified | 0 |
| GAT-GAN : A Graph-Attention-based Time-Series Generative Adversarial Network | Jun 3, 2023 | Generative Adversarial NetworkGraph Attention | —Unverified | 0 |
| A Hybrid Approach for Smart Alert Generation | Jun 2, 2023 | Anomaly DetectionFeature Engineering | —Unverified | 0 |
| One for All: Unified Workload Prediction for Dynamic Multi-tenant Edge Cloud Platforms | Jun 2, 2023 | AllPrediction | CodeCode Available | 1 |
| The Dynamic Persistence of Economic Shocks | Jun 2, 2023 | Time Series | CodeCode Available | 0 |
| Neural Differential Recurrent Neural Network with Adaptive Time Steps | Jun 2, 2023 | Time Series | CodeCode Available | 0 |
| An OPC UA-based industrial Big Data architecture | Jun 2, 2023 | ERPTime Series | —Unverified | 0 |
| Federated Learning of Models Pre-Trained on Different Features with Consensus Graphs | Jun 2, 2023 | Federated LearningTime Series | CodeCode Available | 0 |
| Long-Range Feedback Spiking Network Captures Dynamic and Static Representations of the Visual Cortex under Movie Stimuli | Jun 2, 2023 | Action RecognitionImage Classification | CodeCode Available | 0 |
| Analysis and FPGA based Implementation of Permutation Binary Neural Networks | Jun 2, 2023 | Time Series | —Unverified | 0 |
| PHILNet: A Novel Efficient Approach for Time Series Forecasting using Deep Learning | Jun 1, 2023 | Time SeriesTime Series Forecasting | CodeCode Available | 0 |
| Improving day-ahead Solar Irradiance Time Series Forecasting by Leveraging Spatio-Temporal Context | Jun 1, 2023 | Solar Irradiance ForecastingTime Series | CodeCode Available | 1 |
| A General Framework for Uncertainty Quantification via Neural SDE-RNN | Jun 1, 2023 | ImputationTime Series | —Unverified | 0 |
| OTW: Optimal Transport Warping for Time Series | Jun 1, 2023 | ClusteringDeep Learning | —Unverified | 0 |
| Graph Switching Dynamical Systems | Jun 1, 2023 | ObjectTime Series | CodeCode Available | 0 |
| An End-to-End Time Series Model for Simultaneous Imputation and Forecast | Jun 1, 2023 | ImputationMissing Values | —Unverified | 0 |
| Learning Gaussian Mixture Representations for Tensor Time Series Forecasting | Jun 1, 2023 | Representation LearningTime Series | CodeCode Available | 1 |
| From Temporal to Contemporaneous Iterative Causal Discovery in the Presence of Latent Confounders | Jun 1, 2023 | Causal DiscoveryTime Series | —Unverified | 0 |
| CrystalGPT: Enhancing system-to-system transferability in crystallization prediction and control using time-series-transformers | May 31, 2023 | Time SeriesTransfer Learning | —Unverified | 0 |
| Reliability of energy landscape analysis of resting-state functional MRI data | May 31, 2023 | Time Series | CodeCode Available | 0 |
| Deep Neural Network Estimation in Panel Data Models | May 31, 2023 | Time Series | —Unverified | 0 |
| Traffic Prediction using Artificial Intelligence: Review of Recent Advances and Emerging Opportunities | May 31, 2023 | PredictionTime Series | —Unverified | 0 |
| Causal discovery for time series with constraint-based model and PMIME measure | May 31, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 |
| EAMDrift: An interpretable self retrain model for time series | May 31, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Koopa: Learning Non-stationary Time Series Dynamics with Koopman Predictors | May 30, 2023 | Time Series | CodeCode Available | 2 |