| Learning Bayesian Networks with Incomplete Data by Augmentation | Aug 27, 2016 | Data AugmentationMissing Values | —Unverified | 0 |
| An approach to dealing with missing values in heterogeneous data using k-nearest neighbors | Aug 13, 2016 | Decision MakingImputation | —Unverified | 0 |
| A DEMATEL-Based Completion Method for Incomplete Pairwise Comparison Matrix in AHP | Jul 23, 2016 | Decision MakingMissing Values | —Unverified | 0 |
| ST-MVL: Filling Missing Values in Geo-Sensory Time Series Data | Jul 9, 2016 | Collaborative FilteringImputation | —Unverified | 0 |
| Hybrid Recommender System based on Autoencoders | Jun 24, 2016 | Collaborative FilteringMatrix Completion | CodeCode Available | 0 |
| A framework for redescription set construction | Jun 13, 2016 | Missing Values | —Unverified | 0 |
| Recurrent Neural Networks for Multivariate Time Series with Missing Values | Jun 6, 2016 | ImputationMissing Values | CodeCode Available | 1 |
| Discriminative Analysis of Linguistic Features for Typological Study | May 1, 2016 | AttributeMissing Values | —Unverified | 0 |
| Comparative Study of Instance Based Learning and Back Propagation for Classification Problems | Apr 19, 2016 | General ClassificationImputation | —Unverified | 0 |
| Parts for the Whole: The DCT Norm for Extreme Visual Recovery | Apr 19, 2016 | Missing Values | —Unverified | 0 |
| Distance for Functional Data Clustering Based on Smoothing Parameter Commutation | Apr 10, 2016 | ClusteringMissing Values | —Unverified | 0 |
| Multilevel Weighted Support Vector Machine for Classification on Healthcare Data with Missing Values | Apr 7, 2016 | ClassificationGeneral Classification | —Unverified | 0 |
| An Innovative Imputation and Classification Approach for Accurate Disease Prediction | Mar 10, 2016 | AttributeClassification | —Unverified | 0 |
| Adaptive imputation of missing values for incomplete pattern classification | Feb 8, 2016 | AttributeClassification | —Unverified | 0 |
| Sparse Generalized Principal Component Analysis for Large-scale Applications beyond Gaussianity | Dec 12, 2015 | Dimensionality ReductionMissing Values | —Unverified | 0 |
| Optimized Linear Imputation | Nov 17, 2015 | ImputationMissing Values | —Unverified | 0 |
| High-dimensional Time Series Prediction with Missing Values | Sep 28, 2015 | Demand ForecastingMatrix Completion | —Unverified | 0 |
| A New Low-Rank Tensor Model for Video Completion | Sep 7, 2015 | Missing Values | —Unverified | 0 |
| Semi-described and semi-supervised learning with Gaussian processes | Sep 3, 2015 | Gaussian ProcessesMissing Values | —Unverified | 0 |
| The Information Sieve | Jul 8, 2015 | Missing Values | CodeCode Available | 0 |
| Completing Low-Rank Matrices with Corrupted Samples from Few Coefficients in General Basis | Jun 25, 2015 | ClusteringMatrix Completion | —Unverified | 0 |
| Data-Driven Depth Map Refinement via Multi-Scale Sparse Representation | Jun 1, 2015 | Dictionary LearningMissing Values | —Unverified | 0 |
| Multiview LSA: Representation Learning via Generalized CCA | May 1, 2015 | Information RetrievalMissing Values | —Unverified | 0 |
| Robust Principal Component Analysis on Graphs | Apr 23, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 |
| Fast Imbalanced Classification of Healthcare Data with Missing Values | Mar 21, 2015 | ClassificationGeneral Classification | —Unverified | 0 |
| Breast Cancer Data Analytics With Missing Values: A study on Ethnic, Age and Income Groups | Mar 12, 2015 | Missing 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 |
| Iterative Neural Autoregressive Distribution Estimator NADE-k | Dec 1, 2014 | Density EstimationImage Generation | CodeCode Available | 0 |
| Multi-view Anomaly Detection via Probabilistic Latent Variable Models | Nov 13, 2014 | Anomaly DetectionBayesian Inference | —Unverified | 0 |
| Multi-tensor Completion for Estimating Missing Values in Video Data | Sep 1, 2014 | Missing Values | —Unverified | 0 |
| Matrix Completion on Graphs | Aug 7, 2014 | Collaborative FilteringMatrix Completion | CodeCode Available | 0 |
| Iterative Neural Autoregressive Distribution Estimator (NADE-k) | Jun 5, 2014 | Density EstimationImage Generation | CodeCode Available | 0 |
| Similarity networks for classification: a case study in the Horse Colic problem | Mar 18, 2014 | General ClassificationMissing Values | —Unverified | 0 |
| An Effective Evolutionary Clustering Algorithm: Hepatitis C Case Study | Feb 27, 2014 | ClusteringMissing Values | —Unverified | 0 |
| Co-clustering of Fuzzy Lagged Data | Feb 6, 2014 | ClusteringMissing Values | —Unverified | 0 |
| Missing Value Imputation With Unsupervised Backpropagation | Dec 19, 2013 | Collaborative FilteringGeneral Classification | —Unverified | 0 |
| Robust Low-rank Tensor Recovery: Models and Algorithms | Nov 24, 2013 | Missing Values | —Unverified | 0 |
| A Quantitative Evaluation Framework for Missing Value Imputation Algorithms | Nov 10, 2013 | ImputationMissing Values | —Unverified | 0 |
| Automatic Classification of Variable Stars in Catalogs with missing data | Oct 29, 2013 | ClassificationClassification Of Variable Stars | —Unverified | 0 |
| Performance comparison of State-of-the-art Missing Value Imputation Algorithms on Some Bench mark Datasets | Jul 22, 2013 | Decision MakingGeneral Classification | —Unverified | 0 |
| Model Reframing by Feature Context Change | Jun 23, 2013 | AttributeMissing Values | —Unverified | 0 |
| Test cost and misclassification cost trade-off using reframing | May 30, 2013 | Missing Values | —Unverified | 0 |
| Semi-bounded Rationality: A model for decision making | May 26, 2013 | Decision MakingMissing Values | —Unverified | 0 |
| Phase I Analysis of Individual Observations with Missing Data | Mar 14, 2013 | Missing Valuesregression | —Unverified | 0 |
| Multivariate Statistical Process Control Based on Principal Component Analysis (MSPC-PCA): Some Reflections and a Case Study in an Autobody Assembly Process | Jan 7, 2013 | Missing Values | —Unverified | 0 |
| Bayesian Probabilistic Co-Subspace Addition | Dec 1, 2012 | Missing ValuesVariational Inference | —Unverified | 0 |
| Probabilistic Low-Rank Subspace Clustering | Dec 1, 2012 | ClusteringDensity Estimation | —Unverified | 0 |
| Regression trees for longitudinal and multiresponse data | Sep 21, 2012 | Missing Valuesregression | —Unverified | 0 |
| Efficient EM Training of Gaussian Mixtures with Missing Data | Sep 4, 2012 | Missing Values | CodeCode Available | 0 |
| Spike and Slab Variational Inference for Multi-Task and Multiple Kernel Learning | Dec 1, 2011 | Bayesian InferenceCollaborative Filtering | —Unverified | 0 |