| Causal Patterns: Extraction of multiple causal relationships by Mixture of Probabilistic Partial Canonical Correlation Analysis | Dec 12, 2017 | Time SeriesTime Series Analysis | 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 |
| Homological Neural Networks: A Sparse Architecture for Multivariate Complexity | Jun 27, 2023 | Deep LearningTime Series | CodeCode Available | 0 | 5 |
| Homological Time Series Analysis of Sensor Signals from Power Plants | Jun 3, 2021 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Causal Learning in Biomedical Applications: A Benchmark | Jun 21, 2024 | Time Series | CodeCode Available | 0 | 5 |
| MFRS: A Multi-Frequency Reference Series Approach to Scalable and Accurate Time-Series Forecasting | Mar 11, 2025 | Multivariate Time Series ForecastingTime Series | CodeCode Available | 0 | 5 |
| High-dimensional regression with potential prior information on variable importance | Sep 23, 2021 | regressionTime Series | CodeCode Available | 0 | 5 |
| Higher Order Transformers: Enhancing Stock Movement Prediction On Multimodal Time-Series Data | Dec 13, 2024 | DecoderStock Market Prediction | CodeCode Available | 0 | 5 |
| High-Dimensional Multivariate Forecasting with Low-Rank Gaussian Copula Processes | Oct 7, 2019 | Anomaly DetectionDemand Forecasting | CodeCode Available | 0 | 5 |
| A novel rule-based evolving Fuzzy System applied to the thermal modeling of power transformers | Nov 1, 2021 | Decision MakingTime 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 |
| Homotopy-based training of NeuralODEs for accurate dynamics discovery | Oct 4, 2022 | Time Series | CodeCode Available | 0 | 5 |
| Comparison of Deep learning models on time series forecasting : a case study of Dissolved Oxygen Prediction | Nov 17, 2019 | Deep LearningSmall Data Image Classification | CodeCode Available | 0 | 5 |
| Mining Novel Multivariate Relationships in Time Series Data Using Correlation Networks | Oct 6, 2018 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Human in the Loop Adaptive Optimization for Improved Time Series Forecasting | May 21, 2025 | Language ModelingLanguage Modelling | CodeCode Available | 0 | 5 |
| Bayesian nonparametric discontinuity design | Nov 15, 2019 | Causal InferenceExperimental Design | CodeCode Available | 0 | 5 |
| Hierarchical Attention-Based Recurrent Highway Networks for Time Series Prediction | Jun 2, 2018 | PredictionTime 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 |
| Hidden Parameter Recurrent State Space Models For Changing Dynamics Scenarios | Jun 29, 2022 | State Space ModelsTime Series | CodeCode Available | 0 | 5 |
| Hide-and-Seek Privacy Challenge | Jul 23, 2020 | De-identificationSynthetic Data Generation | CodeCode Available | 0 | 5 |
| Data-driven approach in a compartmental epidemic model to assess undocumented infections | Jan 10, 2022 | Time SeriesTime Series Analysis | 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 |
| Hawkes Process Based on Controlled Differential Equations | May 9, 2023 | Irregular Time SeriesPoint Processes | 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 |
| Time-Series Event Prediction with Evolutionary State Graph | May 10, 2019 | Graph Neural NetworkPrediction | 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 |
| HADL Framework for Noise Resilient Long-Term Time Series Forecasting | Feb 14, 2025 | Computational EfficiencyDecision Making | 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 |
| Model Compression for Dynamic Forecast Combination | Apr 5, 2021 | modelModel Compression | CodeCode Available | 0 | 5 |
| Modeling Activity-Driven Music Listening with PACE | May 2, 2024 | Recommendation SystemsTime Series | 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 |
| Modeling emotion in complex stories: the Stanford Emotional Narratives Dataset | Nov 22, 2019 | Emotion RecognitionTime Series | CodeCode Available | 0 | 5 |
| Agglomerative Likelihood Clustering | Aug 2, 2019 | ClusteringCommunity Detection | CodeCode Available | 0 | 5 |
| Guaranteed Multidimensional Time Series Prediction via Deterministic Tensor Completion Theory | Jan 26, 2025 | Computational EfficiencyPrediction | 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 |
| Modeling state-transition dynamics in resting-state brain signals by the hidden Markov and Gaussian mixture models | Jan 23, 2020 | Time SeriesTime Series Analysis | CodeCode Available | 0 | 5 |
| Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features | Jun 10, 2021 | Bayesian InferenceGaussian Processes | CodeCode Available | 0 | 5 |
| Compositional Modeling of Nonlinear Dynamical Systems with ODE-based Random Features | Dec 1, 2021 | Bayesian InferenceGaussian Processes | 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 |
| HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps | Nov 13, 2022 | CPUTime Series | CodeCode Available | 0 | 5 |
| Hybrid Deep Neural Networks to Infer State Models of Black-Box Systems | Aug 26, 2020 | Anomaly DetectionC++ code | CodeCode Available | 0 | 5 |
| Model Selection with a Shapelet-based Distance Measure for Multi-source Transfer Learning in Time Series Classification | Sep 30, 2024 | Model SelectionTime Series | CodeCode Available | 0 | 5 |
| Incremental Constrained Clustering by Minimal Weighted Modification | Sep 22, 2023 | ClusteringConstrained Clustering | CodeCode Available | 0 | 5 |
| LandCoverNet: A global benchmark land cover classification training dataset | Dec 5, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 | 5 |
| Nonlinear Time Series Classification Using Bispectrum-based Deep Convolutional Neural Networks | Mar 4, 2020 | General ClassificationTime Series | CodeCode Available | 0 | 5 |
| Graph Gamma Process Generalized Linear Dynamical Systems | Jul 25, 2020 | 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 |
| A Novel Hyperdimensional Computing Framework for Online Time Series Forecasting on the Edge | Feb 3, 2024 | Time SeriesTime Series Forecasting | CodeCode Available | 0 | 5 |
| Causal Effect Estimation on Hierarchical Spatial Graph Data | Aug 6, 2023 | Causal InferenceTime 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 |