| Benchmarking Explanatory Models for Inertia Forecasting using Public Data of the Nordic Area | Jul 14, 2023 | BenchmarkingTime Series | —Unverified | 0 |
| Multi-view self-supervised learning for multivariate variable-channel time series | Jul 13, 2023 | Contrastive LearningEEG | CodeCode Available | 0 |
| Sequential Monte Carlo Learning for Time Series Structure Discovery | Jul 13, 2023 | Time Series | CodeCode Available | 1 |
| Multivariate Time Series characterization and forecasting of VoIP traffic in real mobile networks | Jul 13, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 |
| MPR-Net:Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting | Jul 13, 2023 | Time SeriesTime Series Forecasting | —Unverified | 0 |
| Tensor Decompositions Meet Control Theory: Learning General Mixtures of Linear Dynamical Systems | Jul 13, 2023 | Tensor DecompositionTime Series | —Unverified | 0 |
| Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation | Jul 12, 2023 | Decision MakingImage Inpainting | CodeCode Available | 0 |
| Learning Stochastic Dynamical Systems as an Implicit Regularization with Graph Neural Networks | Jul 12, 2023 | Time Series | —Unverified | 0 |
| Enhancing Continuous Time Series Modelling with a Latent ODE-LSTM Approach | Jul 11, 2023 | Time Series | CodeCode Available | 0 |
| Measuring Cause-Effect with the Variability of the Largest Eigenvalue | Jul 11, 2023 | Time Series | —Unverified | 0 |
| A Comprehensive Survey of Deep Transfer Learning for Anomaly Detection in Industrial Time Series: Methods, Applications, and Directions | Jul 11, 2023 | Anomaly DetectionDeep Learning | —Unverified | 0 |
| A Deep Dive into Perturbations as Evaluation Technique for Time Series XAI | Jul 11, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 |
| Fast dynamic time warping and clustering in C++ | Jul 10, 2023 | ClusteringDynamic Time Warping | —Unverified | 0 |
| An Examination of Wearable Sensors and Video Data Capture for Human Exercise Classification | Jul 10, 2023 | Feature EngineeringTime Series | —Unverified | 0 |
| Badgers: generating data quality deficits with Python | Jul 10, 2023 | Time Series | CodeCode Available | 1 |
| Learning Behavioral Representations of Routines From Large-scale Unlabeled Wearable Time-series Data Streams using Hawkes Point Process | Jul 10, 2023 | Time Series | —Unverified | 0 |
| Bayesian Forecasting of Stock Returns on the JSE using Simultaneous Graphical Dynamic Linear Models | Jul 7, 2023 | Time Series | —Unverified | 0 |
| Deep Inception Networks: A General End-to-End Framework for Multi-asset Quantitative Strategies | Jul 7, 2023 | Time SeriesVariable Selection | —Unverified | 0 |
| A Survey on Graph Neural Networks for Time Series: Forecasting, Classification, Imputation, and Anomaly Detection | Jul 7, 2023 | Anomaly DetectionImputation | CodeCode Available | 2 |
| DyEdgeGAT: Dynamic Edge via Graph Attention for Early Fault Detection in IIoT Systems | Jul 7, 2023 | Anomaly DetectionFault Detection | CodeCode Available | 1 |
| Differences between the true reproduction number and the apparent reproduction number of an epidemic time series | Jul 7, 2023 | Time Series | —Unverified | 0 |
| GEANN: Scalable Graph Augmentations for Multi-Horizon Time Series Forecasting | Jul 7, 2023 | Data AugmentationDecoder | —Unverified | 0 |
| Personalized Prediction of Recurrent Stress Events Using Self-Supervised Learning on Multimodal Time-Series Data | Jul 7, 2023 | PredictionSelf-Supervised Learning | —Unverified | 0 |
| Distilling Universal and Joint Knowledge for Cross-Domain Model Compression on Time Series Data | Jul 7, 2023 | Knowledge DistillationModel Compression | CodeCode Available | 0 |
| UniCoRN: Unified Cognitive Signal ReconstructioN bridging cognitive signals and human language | Jul 6, 2023 | Brain Computer InterfaceBrain Decoding | —Unverified | 0 |
