| An Attention Free Conditional Autoencoder For Anomaly Detection in Cryptocurrencies | Apr 20, 2023 | Anomaly DetectionDenoising | —Unverified | 0 | 0 |
| Representation learning of rare temporal conditions for travel time prediction | Aug 9, 2022 | Representation LearningTime Series | —Unverified | 0 | 0 |
| Representation Learning on Variable Length and Incomplete Wearable-Sensory Time Series | Feb 10, 2020 | Missing ValuesRepresentation Learning | —Unverified | 0 | 0 |
| AD-NEV: A Scalable Multi-level Neuroevolution Framework for Multivariate Anomaly Detection | May 25, 2023 | Anomaly DetectionModel Optimization | —Unverified | 0 | 0 |
| A Comparison of Model-Free and Model Predictive Control for Price Responsive Water Heaters | Nov 8, 2021 | CPUmodel | —Unverified | 0 | 0 |
| A Bayesian Generative Adversarial Network (GAN) to Generate Synthetic Time-Series Data, Application in Combined Sewer Flow Prediction | Jan 31, 2023 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 | 0 |
| ReRe: A Lightweight Real-time Ready-to-Go Anomaly Detection Approach for Time Series | Apr 5, 2020 | Anomaly DetectionIntrusion Detection | —Unverified | 0 | 0 |
| RESAM: Requirements Elicitation and Specification for Deep-Learning Anomaly Models with Applications to UAV Flight Controllers | Jul 18, 2022 | Anomaly DetectionDiagnostic | —Unverified | 0 | 0 |
| Kolmogorov-Arnold Networks for Time Series Granger Causality Inference | Jan 15, 2025 | Causal InferenceKolmogorov-Arnold Networks | —Unverified | 0 | 0 |
| Deep Learning-based Anomaly Detection and Log Analysis for Computer Networks | Jul 8, 2024 | Anomaly DetectionGenerative Adversarial Network | —Unverified | 0 | 0 |
| Research and application of time series algorithms in centralized purchasing data | Nov 1, 2019 | ClusteringMarketing | —Unverified | 0 | 0 |
| Kolmogorov-Arnold Networks for Time Series: Bridging Predictive Power and Interpretability | Jun 4, 2024 | Kolmogorov-Arnold NetworksSymbolic Regression | —Unverified | 0 | 0 |
| KODA: A Data-Driven Recursive Model for Time Series Forecasting and Data Assimilation using Koopman Operators | Sep 29, 2024 | Time SeriesTime Series Forecasting | —Unverified | 0 | 0 |
| Deep Learning Architectures for FSCV, a Comparison | Dec 5, 2022 | Deep LearningTime Series | —Unverified | 0 | 0 |
| Breaking Symmetries of the Reservoir Equations in Echo State Networks | Sep 21, 2020 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Knowledge Graph Representations to enhance Intensive Care Time-Series Predictions | Nov 13, 2023 | Data IntegrationKnowledge Graphs | —Unverified | 0 | 0 |
| Reservoir computing based on solitary-like waves dynamics of film flows: a proof of concept | Mar 3, 2023 | Time SeriesTime Series Analysis | —Unverified | 0 | 0 |
| Knowledge Extraction with Interval Temporal Logic Decision Trees | May 26, 2023 | ClassificationTime Series | —Unverified | 0 | 0 |
| Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems | Nov 7, 2020 | Model Predictive ControlTime Series | —Unverified | 0 | 0 |
| Knowledge Extracted from Recurrent Deep Belief Network for Real Time Deterministic Control | Jul 11, 2018 | Deep LearningGeneral Classification | —Unverified | 0 | 0 |
| Knowledge-enhanced Transformer for Multivariate Long Sequence Time-series Forecasting | Nov 17, 2024 | Knowledge Graph EmbeddingsTime Series | —Unverified | 0 | 0 |
| Deep learning algorithm for data-driven simulation of noisy dynamical system | Feb 22, 2018 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 | 0 |
| Residual Networks as Flows of Velocity Fields for Diffeomorphic Time Series Alignment | Jun 22, 2021 | Time SeriesTime Series Alignment | —Unverified | 0 | 0 |
| Automatic Classification of Irregularly Sampled Time Series with Unequal Lengths: A Case Study on Estimated Glomerular Filtration Rate | May 17, 2016 | General ClassificationGPR | —Unverified | 0 | 0 |
| Deep Latent Force Models: ODE-based Process Convolutions for Bayesian Deep Learning | Nov 24, 2023 | Time SeriesUncertainty Quantification | —Unverified | 0 | 0 |