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| DIM-SUM: Dynamic IMputation for Smart Utility Management | Jun 24, 2025 | ImputationManagement | —Unverified | 0 |
| Discordance Minimization-based Imputation Algorithms for Missing Values in Rating Data | Nov 7, 2023 | ImputationMissing Values | —Unverified | 0 |
| Discovery of Generalizable TBI Phenotypes Using Multivariate Time-Series Clustering | Jan 15, 2024 | ClusteringClustering Multivariate Time Series | —Unverified | 0 |
| Discriminative Analysis of Linguistic Features for Typological Study | May 1, 2016 | AttributeMissing Values | —Unverified | 0 |
| Discriminative, Generative and Self-Supervised Approaches for Target-Agnostic Learning | Nov 12, 2020 | Missing ValuesSelf-Supervised Learning | —Unverified | 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 |
| Distance approximation using Isolation Forests | Oct 27, 2019 | Missing ValuesOutlier Detection | —Unverified | 0 |
| Distance for Functional Data Clustering Based on Smoothing Parameter Commutation | Apr 10, 2016 | ClusteringMissing Values | —Unverified | 0 |
| Distances with mixed type variables some modified Gower's coefficients | Jan 7, 2021 | Density EstimationImputation | —Unverified | 0 |
| Distributed Bayesian Matrix Factorization with Limited Communication | Mar 2, 2017 | Missing Values | —Unverified | 0 |
| Does imputation matter? Benchmark for predictive models | Jul 6, 2020 | BenchmarkingBIG-bench Machine Learning | —Unverified | 0 |
| A Context-Aware Approach for Enhancing Data Imputation with Pre-trained Language Models | May 28, 2024 | ImputationLanguage Modeling | —Unverified | 0 |
| DPERC: Direct Parameter Estimation for Mixed Data | Jan 17, 2025 | Computational EfficiencyImputation | —Unverified | 0 |
| DUAL SPACE LEARNING WITH VARIATIONAL AUTOENCODERS | Mar 27, 2019 | Missing Values | —Unverified | 0 |
| E2GAN: End-to-End Generative Adversarial Network or Multivariate Time Series Imputation | Aug 10, 2019 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| Early Detection of Patient Deterioration from Real-Time Wearable Monitoring System | May 2, 2025 | DiagnosticMissing Values | —Unverified | 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 |
| Adapting Fairness Interventions to Missing Values | May 30, 2023 | FairnessMissing Values | —Unverified | 0 |
| EGG-GAE: scalable graph neural networks for tabular data imputation | Oct 19, 2022 | ImputationMissing Values | —Unverified | 0 |
| Forecasting the Price of Rice in Banda Aceh after Covid-19 | Nov 21, 2024 | ImputationMissing Values | —Unverified | 0 |
| ELMV: an Ensemble-Learning Approach for Analyzing Electrical Health Records with Significant Missing Values | Jun 25, 2020 | Ensemble LearningImputation | —Unverified | 0 |
| GATGPT: A Pre-trained Large Language Model with Graph Attention Network for Spatiotemporal Imputation | Nov 24, 2023 | Graph AttentionImputation | —Unverified | 0 |
| CLASSify: A Web-Based Tool for Machine Learning | Oct 5, 2023 | ClassificationMissing Values | —Unverified | 0 |
| Enhancing Mortality Prediction in Heart Failure Patients: Exploring Preprocessing Methods for Imbalanced Clinical Datasets | Sep 30, 2023 | ManagementMissing Values | —Unverified | 0 |
| EnsembleNTLDetect: An Intelligent Framework for Electricity Theft Detection in Smart Grid | Oct 9, 2021 | Dimensionality ReductionDynamic Time Warping | —Unverified | 0 |
| Entry-Specific Matrix Estimation under Arbitrary Sampling Patterns through the Lens of Network Flows | Sep 6, 2024 | Matrix CompletionMissing Values | —Unverified | 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 |
| Generative Semi-supervised Learning for Multivariate Time Series Imputation | May 18, 2021 | Generative Adversarial NetworkImputation | —Unverified | 0 |
| Cloned Identity Detection in Social-Sensor Clouds based on Incomplete Profiles | Nov 2, 2024 | Missing Values | —Unverified | 0 |
| Data augmentation using diffusion models to enhance inverse Ising inference | Mar 13, 2025 | Data AugmentationMissing Values | —Unverified | 0 |
| Evolving imputation strategies for missing data in classification problems with TPOT | Jun 4, 2017 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| ExoTST: Exogenous-Aware Temporal Sequence Transformer for Time Series Prediction | Oct 16, 2024 | Missing ValuesTime Series | —Unverified | 0 |
| Expert Study on Interpretable Machine Learning Models with Missing Data | Nov 14, 2024 | Decision MakingImputation | —Unverified | 0 |
| CNN based Multi-Instance Multi-Task Learning for Syndrome Differentiation of Diabetic Patients | Dec 19, 2018 | Missing ValuesMulti-Task Learning | —Unverified | 0 |
| Explainable Data Imputation using Constraints | May 10, 2022 | ImputationMissing Values | —Unverified | 0 |
| Co-clustering of Fuzzy Lagged Data | Feb 6, 2014 | ClusteringMissing Values | —Unverified | 0 |
| A method for recovery of multidimensional time series based on the detection of behavioral patterns and the use of autoencoders | Dec 11, 2023 | Missing ValuesTime Series | —Unverified | 0 |
| BEST : A decision tree algorithm that handles missing values | Apr 26, 2018 | General ClassificationMissing Values | —Unverified | 0 |
| FineNet: Frame Interpolation and Enhancement for Face Video Deblurring | Mar 1, 2021 | DeblurringMissing Values | —Unverified | 0 |
| Stochastic Collapsed Variational Inference for Structured Gaussian Process Regression Network | Jun 1, 2021 | ImputationMissing Values | —Unverified | 0 |
| Fairness guarantee in analysis of incomplete data | Jan 1, 2021 | FairnessMissing Values | —Unverified | 0 |
| Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values | Sep 21, 2021 | AttributeFairness | —Unverified | 0 |
| Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization | May 25, 2025 | Computational EfficiencyImputation | —Unverified | 0 |
| Common Steps in Machine Learning Might Hinder The Explainability Aims in Medicine | Aug 30, 2024 | Data AugmentationDimensionality Reduction | —Unverified | 0 |
| Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion | May 25, 2017 | Causal DiscoveryCausal Inference | —Unverified | 0 |
| Fast Imbalanced Classification of Healthcare Data with Missing Values | Mar 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees | Jan 23, 2025 | Drug DiscoveryHandwritten Digit Recognition | —Unverified | 0 |
| Community search signatures as foundation features for human-centered geospatial modeling | Oct 30, 2024 | Community SearchMissing Values | —Unverified | 0 |
| BERT Meets Relational DB: Contextual Representations of Relational Databases | Apr 30, 2021 | Missing ValuesRepresentation Learning | —Unverified | 0 |