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| Graph Spatiotemporal Process for Multivariate Time Series Anomaly Detection with Missing Values | Jan 11, 2024 | Anomaly DetectionMissing Values | CodeCode Available | 0 | 5 |
| Hybrid Recommender System based on Autoencoders | Jun 24, 2016 | Collaborative FilteringMatrix Completion | CodeCode Available | 0 | 5 |
| Improving Missing Data Imputation with Deep Generative Models | Feb 27, 2019 | ImputationMissing Values | CodeCode Available | 0 | 5 |
| Integrative Analysis and Imputation of Multiple Data Streams via Deep Gaussian Processes | May 17, 2025 | Gaussian ProcessesImputation | CodeCode Available | 0 | 5 |
| MC-DBN: A Deep Belief Network-Based Model for Modality Completion | Feb 15, 2024 | Missing ValuesModality completion | CodeCode Available | 0 | 5 |
| Performance Analysis of Machine Learning Algorithms in Chronic Kidney Disease Prediction | Nov 22, 2022 | Disease PredictionKidney Function | CodeCode Available | 0 | 5 |
| Federated Causal Inference from Observational Data | Aug 24, 2023 | Causal InferenceFederated Learning | CodeCode Available | 0 | 5 |
| Feature Selection Approach with Missing Values Conducted for Statistical Learning: A Case Study of Entrepreneurship Survival Dataset | Oct 2, 2018 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| Feature Engineering Combined with 1 D Convolutional Neural Network for Improved Mortality Prediction | Dec 8, 2019 | Feature EngineeringMissing Values | —Unverified | 0 | 0 |
| Comparative Study of Instance Based Learning and Back Propagation for Classification Problems | Apr 19, 2016 | General ClassificationImputation | —Unverified | 0 | 0 |
| FCMI: Feature Correlation based Missing Data Imputation | Jun 26, 2021 | Feature CorrelationImputation | —Unverified | 0 | 0 |
| AutoDCWorkflow: LLM-based Data Cleaning Workflow Auto-Generation and Benchmark | Dec 9, 2024 | Missing Values | —Unverified | 0 | 0 |
| FCause: Flow-based Causal Discovery | Sep 29, 2021 | Causal DiscoveryMissing Values | —Unverified | 0 | 0 |
| Community search signatures as foundation features for human-centered geospatial modeling | Oct 30, 2024 | Community SearchMissing Values | —Unverified | 0 | 0 |
| Handling Missing Data in Downstream Tasks With Distribution-Preserving Guarantees | Jan 23, 2025 | Drug DiscoveryHandwritten Digit Recognition | —Unverified | 0 | 0 |
| Fast Imbalanced Classification of Healthcare Data with Missing Values | Mar 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 | 0 |
| Community detection in censored hypergraph | Nov 4, 2021 | Community DetectionMissing Values | —Unverified | 0 | 0 |
| A Missing Value Filling Model Based on Feature Fusion Enhanced Autoencoder | Aug 29, 2022 | ImputationMissing Values | —Unverified | 0 | 0 |
| Fast Causal Inference with Non-Random Missingness by Test-Wise Deletion | May 25, 2017 | Causal DiscoveryCausal Inference | —Unverified | 0 | 0 |
| Common Steps in Machine Learning Might Hinder The Explainability Aims in Medicine | Aug 30, 2024 | Data AugmentationDimensionality Reduction | —Unverified | 0 | 0 |
| Fast and Accurate Power Load Data Completion via Regularization-optimized Low-Rank Factorization | May 25, 2025 | Computational EfficiencyImputation | —Unverified | 0 | 0 |
| Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values | Sep 21, 2021 | AttributeFairness | —Unverified | 0 | 0 |
| Collision Avoidance Safety Filter for an Autonomous E-Scooter using Ultrasonic Sensors | Mar 22, 2024 | Collision AvoidanceMissing Values | —Unverified | 0 | 0 |
| Auditing the Imputation Effect on Fairness of Predictive Analytics in Higher Education | Sep 13, 2021 | FairnessImputation | —Unverified | 0 | 0 |