| Conformal time series decomposition with component-wise exchangeability | Jun 24, 2024 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Causal Discovery with Attention-Based Convolutional Neural Networks | Jan 7, 2019 | Causal DiscoveryDecision Making | CodeCode Available | 0 | 5 |
| Causal Discovery using Model Invariance through Knockoff Interventions | Jul 8, 2022 | Causal Discoverymodel | CodeCode Available | 0 | 5 |
| HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps | Nov 13, 2022 | CPUTime Series | CodeCode Available | 0 | 5 |
| Hierarchical Probabilistic Model for Blind Source Separation via Legendre Transformation | Sep 25, 2019 | blind source separationTime Series | CodeCode Available | 0 | 5 |
| Hiformer: Hybrid Frequency Feature Enhancement Inverted Transformer for Long-Term Wind Power Prediction | Oct 17, 2024 | PredictionTime Series | CodeCode Available | 0 | 5 |
| High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes | Oct 7, 2019 | Anomaly DetectionDemand Forecasting | CodeCode Available | 0 | 5 |
| Causal Discovery from Time-Series Data with Short-Term Invariance-Based Convolutional Neural Networks | Aug 15, 2024 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Hide-and-Seek Privacy Challenge | Jul 23, 2020 | De-identificationSynthetic Data Generation | CodeCode Available | 0 | 5 |
| Consistency Regularization Improves Placenta Segmentation in Fetal EPI MRI Time Series | Oct 5, 2023 | Decision MakingPlacenta Segmentation | CodeCode Available | 0 | 5 |
| Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction | Jun 2, 2018 | PredictionTime Series | CodeCode Available | 0 | 5 |
| High dimensional regression for regenerative time-series: an application to road traffic modeling | Oct 24, 2019 | regressionTime Series | CodeCode Available | 0 | 5 |
| Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders | Sep 7, 2018 | DecoderTime Series | CodeCode Available | 0 | 5 |
| HOUND: High-Order Universal Numerical Differentiator for a Parameter-free Polynomial Online Approximation | Oct 18, 2024 | Time Series | CodeCode Available | 0 | 5 |
| HERMES: Hybrid Error-corrector Model with inclusion of External Signals for nonstationary fashion time series | Feb 7, 2022 | Causal InferenceTime Series | CodeCode Available | 0 | 5 |
| A genetic algorithm to discover flexible motifs with support | Nov 16, 2015 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Causal discovery for time series with latent confounders | Sep 7, 2022 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Neuronal architecture extracts statistical temporal patterns | Jan 24, 2023 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Heart2Mind: Human-Centered Contestable Psychiatric Disorder Diagnosis System using Wearable ECG Monitors | May 16, 2025 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | CodeCode Available | 0 | 5 |
| Causal discovery for time series with constraint-based model and PMIME measure | May 31, 2023 | Causal DiscoveryTime Series | CodeCode Available | 0 | 5 |
| Hawkes Process Based on Controlled Differential Equations | May 9, 2023 | Irregular Time SeriesPoint Processes | CodeCode Available | 0 | 5 |
| Causal-discovery-based root-cause analysis and its application in time-series prediction error diagnosis | Nov 11, 2024 | Causal DiscoveryPrediction | CodeCode Available | 0 | 5 |
| Harnessing the power of Topological Data Analysis to detect change points in time series | Oct 28, 2019 | Change Point DetectionTime Series | CodeCode Available | 0 | 5 |
| Nonlinear ICA Using Auxiliary Variables and Generalized Contrastive Learning | May 22, 2018 | Contrastive LearningRepresentation Learning | CodeCode Available | 0 | 5 |
| Nonlinear methods to quantify Movement Variability in Human-Humanoid Interaction Activities | Oct 17, 2018 | DiagnosticTime Series | CodeCode Available | 0 | 5 |
| Guidelines for Augmentation Selection in Contrastive Learning for Time Series Classification | Jul 12, 2024 | Activity RecognitionContrastive Learning | CodeCode Available | 0 | 5 |
| Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion Theory | Jan 26, 2025 | Computational EfficiencyPrediction | CodeCode Available | 0 | 5 |
| HADL Framework for Noise Resilient Long-Term Time Series Forecasting | Feb 14, 2025 | Computational EfficiencyDecision Making | CodeCode Available | 0 | 5 |
| GT-PCA: Effective and Interpretable Dimensionality Reduction with General Transform-Invariant Principal Component Analysis | Jan 28, 2024 | Dimensionality ReductionTime Series | CodeCode Available | 0 | 5 |
| Non-Stationary Spectral Kernels | May 24, 2017 | regressionTime Series | CodeCode Available | 0 | 5 |
| GRATIS: GeneRAting TIme Series with diverse and controllable characteristics | Mar 7, 2019 | BenchmarkingClustering | CodeCode Available | 0 | 5 |
| Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values | Jan 11, 2024 | Anomaly DetectionMissing Values | CodeCode Available | 0 | 5 |
| Not All Frequencies Are Created Equal:Towards a Dynamic Fusion of Frequencies in Time-Series Forecasting | Jul 17, 2024 | AllTime Series | CodeCode Available | 0 | 5 |
| Impacts of electric carsharing on a power sector with variable renewables | Feb 29, 2024 | Time Series | CodeCode Available | 0 | 5 |
| Graph Switching Dynamical Systems | Jun 1, 2023 | ObjectTime Series | CodeCode Available | 0 | 5 |
| Hang-Time HAR: A Benchmark Dataset for Basketball Activity Recognition using Wrist-Worn Inertial Sensors | May 22, 2023 | Activity RecognitionHuman Activity Recognition | CodeCode Available | 0 | 5 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Graph Edit Networks | Jan 1, 2021 | AttributeGraph Generation | CodeCode Available | 0 | 5 |
| Graph Gamma Process Generalized Linear Dynamical Systems | Jul 25, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Object-based multi-temporal and multi-source land cover mapping leveraging hierarchical class relationships | Nov 20, 2019 | SpecificityTime Series | CodeCode Available | 0 | 5 |
| Contextually Enhanced ES-dRNN with Dynamic Attention for Short-Term Load Forecasting | Dec 18, 2022 | Load ForecastingTime Series | CodeCode Available | 0 | 5 |
| ContiFormer: Continuous-Time Transformer for Irregular Time Series Modeling | Feb 16, 2024 | Inductive BiasIrregular Time Series | CodeCode Available | 0 | 5 |
| A generating function perspective on the transmission forest | Nov 27, 2023 | Time Series | CodeCode Available | 0 | 5 |
| Graph-based Knowledge Tracing: Modeling Student Proficiency Using Graph Neural Network | Oct 14, 2019 | Graph Neural NetworkInductive Bias | CodeCode Available | 0 | 5 |
| Castor: Competing shapelets for fast and accurate time series classification | Mar 19, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Assessment of Sentinel-2 spatial and temporal coverage based on the scene classification layer | Jun 6, 2024 | Scene ClassificationTime Series | CodeCode Available | 0 | 5 |
| A novel approach to rating transition modelling via Machine Learning and SDEs on Lie groups | May 31, 2022 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Graph Neural Flows for Unveiling Systemic Interactions Among Irregularly Sampled Time Series | Oct 17, 2024 | Time SeriesTime Series Classification | CodeCode Available | 0 | 5 |
| Gradient-free training of recurrent neural networks | Oct 30, 2024 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Granger Causality in Extremes | Jul 12, 2024 | Time Series | CodeCode Available | 0 | 5 |