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| Discriminative Analysis of Linguistic Features for Typological Study | May 1, 2016 | AttributeMissing Values | —Unverified | 0 | 0 |
| Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning | Nov 12, 2020 | Missing ValuesSelf-Supervised Learning | —Unverified | 0 | 0 |
| Disentangling Imperfect: A Wavelet-Infused Multilevel Heterogeneous Network for Human Activity Recognition in Flawed Wearable Sensor Data | Jan 26, 2024 | Activity RecognitionHuman Activity Recognition | —Unverified | 0 | 0 |
| Distance approximation using Isolation Forests | Oct 27, 2019 | Missing ValuesOutlier Detection | —Unverified | 0 | 0 |
| Distance for Functional Data Clustering Based on Smoothing Parameter Commutation | Apr 10, 2016 | ClusteringMissing Values | —Unverified | 0 | 0 |
| Distances with mixed type variables some modified Gower's coefficients | Jan 7, 2021 | Density EstimationImputation | —Unverified | 0 | 0 |
| Distributed Bayesian Matrix Factorization with Limited Communication | Mar 2, 2017 | Missing Values | —Unverified | 0 | 0 |
| Does imputation matter? Benchmark for predictive models | Jul 6, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 | 0 |
| S&P 500 Trend Prediction | Dec 16, 2024 | Feature EngineeringFeature Importance | —Unverified | 0 | 0 |
| DPERC: Direct Parameter Estimation for Mixed Data | Jan 17, 2025 | Computational EfficiencyImputation | —Unverified | 0 | 0 |
| DUAL SPACE LEARNING WITH VARIATIONAL AUTOENCODERS | Mar 27, 2019 | Missing Values | —Unverified | 0 | 0 |
| E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation | Aug 10, 2019 | Generative Adversarial NetworkImputation | —Unverified | 0 | 0 |
| Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System | May 2, 2025 | DiagnosticMissing Values | —Unverified | 0 | 0 |
| Effects of growth rate, size, and light availability on tree survival across life stages: a demographic analysis accounting for missing values and small sample sizes | Jan 30, 2015 | Missing Values | —Unverified | 0 | 0 |
| SparGE: Sparse Coding-based Patient Similarity Learning via Low-rank Constraints and Graph Embedding | Feb 3, 2022 | BIG-bench Machine LearningDenoising | —Unverified | 0 | 0 |
| EGG-GAE: scalable graph neural networks for tabular data imputation | Oct 19, 2022 | ImputationMissing Values | —Unverified | 0 | 0 |
| Bringing Anatomical Information into Neuronal Network Models | Aug 11, 2020 | Missing ValuesNavigate | —Unverified | 0 | 0 |
| ELMV: an Ensemble-Learning Approach for Analyzing Electrical Health Records with Significant Missing Values | Jun 25, 2020 | Ensemble LearningImputation | —Unverified | 0 | 0 |
| EMFlow: Data Imputation in Latent Space via EM and Deep Flow Models | Jun 9, 2021 | ImputationMissing Values | —Unverified | 0 | 0 |
| Sparse Generalized Principal Component Analysis for Large-scale Applications beyond Gaussianity | Dec 12, 2015 | Dimensionality ReductionMissing Values | —Unverified | 0 | 0 |
| Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets | Sep 30, 2023 | ManagementMissing Values | —Unverified | 0 | 0 |
| EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid | Oct 9, 2021 | Dimensionality ReductionDynamic Time Warping | —Unverified | 0 | 0 |
| Entry-Specific Matrix Estimation under Arbitrary Sampling Patterns through the Lens of Network Flows | Sep 6, 2024 | Matrix CompletionMissing Values | —Unverified | 0 | 0 |
| Estimating a new panel MSK dataset for comparative analyses of national absorptive capacity systems, economic growth, and development in low and middle income economies | Sep 12, 2021 | ImputationMissing Values | —Unverified | 0 | 0 |