| VAEM: a Deep Generative Model for Heterogeneous Mixed Type Data | Jun 21, 2020 | feature selectionVocal Bursts Type Prediction | CodeCode Available | 1 |
| Deep Double-Side Learning Ensemble Model for Few-Shot Parkinson Speech Recognition | Jun 20, 2020 | ClusteringEnsemble Learning | —Unverified | 0 |
| Concatenated Attention Neural Network for Image Restoration | Jun 19, 2020 | Denoisingfeature selection | —Unverified | 0 |
| The Dilemma Between Data Transformations and Adversarial Robustness for Time Series Application Systems | Jun 18, 2020 | Adversarial RobustnessDecision Making | —Unverified | 0 |
| Leveraging Model Inherent Variable Importance for Stable Online Feature Selection | Jun 18, 2020 | feature selection | CodeCode Available | 0 |
| Deep Learning feature selection to unhide demographic recommender systems factors | Jun 17, 2020 | Collaborative FilteringDeep Learning | —Unverified | 0 |
| FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated Features | Jun 17, 2020 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Intelligent Protection & Classification of Transients in Two-Core Symmetric Phase Angle Regulating Transformers | Jun 17, 2020 | Fault Detectionfeature selection | —Unverified | 0 |
| Efficient Path Algorithms for Clustered Lasso and OSCAR | Jun 16, 2020 | Clusteringfeature selection | —Unverified | 0 |
| FANOK: Knockoffs in Linear Time | Jun 15, 2020 | feature selection | CodeCode Available | 0 |
| Robust Locality-Aware Regression for Labeled Data Classification | Jun 15, 2020 | Classificationfeature selection | —Unverified | 0 |
| Infinite Feature Selection: A Graph-based Feature Filtering Approach | Jun 15, 2020 | feature selection | CodeCode Available | 1 |
| Multiclass Disease Predictions Based on Integrated Clinical and Genomics Datasets | Jun 14, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Generalizing Gain Penalization for Feature Selection in Tree-based Models | Jun 12, 2020 | feature selection | —Unverified | 0 |
| Optimizing generalization on the train set: a novel gradient-based framework to train parameters and hyperparameters simultaneously | Jun 11, 2020 | feature selection | CodeCode Available | 0 |
| DNF-Net: A Neural Architecture for Tabular Data | Jun 11, 2020 | feature selectionInductive Bias | —Unverified | 0 |
| Causal Feature Selection for Algorithmic Fairness | Jun 10, 2020 | Data IntegrationFairness | —Unverified | 0 |
| OptiLIME: Optimized LIME Explanations for Diagnostic Computer Algorithms | Jun 10, 2020 | Diagnosticfeature selection | CodeCode Available | 1 |
| Heart Disease Identification Method Using Machine Learning Classification in E-Healthcare | Jun 9, 2020 | feature selection | —Unverified | 0 |
| Adversarial Infidelity Learning for Model Interpretation | Jun 9, 2020 | feature selectionmodel | CodeCode Available | 0 |
| Determining Secondary Attributes for Credit Evaluation in P2P Lending | Jun 8, 2020 | Clusteringfeature selection | —Unverified | 0 |
| Ensemble-based Feature Selection and Classification Model for DNS Typo-squatting Detection | Jun 8, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Nonparametric Feature Impact and Importance | Jun 8, 2020 | Feature Importancefeature selection | CodeCode Available | 1 |
| Regularized Off-Policy TD-Learning | Jun 6, 2020 | feature selection | —Unverified | 0 |
| An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net | Jun 6, 2020 | CPUfeature selection | CodeCode Available | 0 |
| Application of Machine Learning to Predict the Risk of Alzheimer's Disease: An Accurate and Practical Solution for Early Diagnostics | Jun 2, 2020 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Feature-weighted elastic net: using "features of features" for better prediction | Jun 2, 2020 | feature selectionMulti-Task Learning | CodeCode Available | 0 |
| Web Document Categorization Using Naive Bayes Classifier and Latent Semantic Analysis | Jun 2, 2020 | ClassificationDocument Classification | —Unverified | 0 |
| Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution | Jun 1, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Wavelet Scattering Networks for Atomistic Systems with Extrapolation of Material Properties | Jun 1, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Bayesian Sparse Factor Analysis with Kernelized Observations | Jun 1, 2020 | feature selectionGaussian Processes | —Unverified | 0 |
| A Combined Approach To Detect Key Variables In Thick Data Analytics | Jun 1, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Data-Driven Learning of Boolean Networks and Functions by Optimal Causation Entropy Principle (BoCSE) | Jun 1, 2020 | Decision Makingfeature selection | —Unverified | 0 |
| Consistent feature selection for neural networks via Adaptive Group Lasso | May 30, 2020 | feature selection | —Unverified | 0 |
| Unsupervised Feature Selection via Multi-step Markov Transition Probability | May 29, 2020 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| UGC-VQA: Benchmarking Blind Video Quality Assessment for User Generated Content | May 29, 2020 | Benchmarkingfeature selection | CodeCode Available | 1 |
| Tensor decomposition to Compress Convolutional Layers in Deep Learning | May 28, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 |
| Early Screening of SARS-CoV-2 by Intelligent Analysis of X-Ray Images | May 28, 2020 | Experimental Designfeature selection | CodeCode Available | 0 |
| The best way to select features? | May 26, 2020 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| An Effective Entropy-assisted Mind-wandering Detection System with EEG Signals based on MM-SART Database | May 25, 2020 | channel selectionEEG | —Unverified | 0 |
| AutoSUM: Automating Feature Extraction and Multi-user Preference Simulation for Entity Summarization | May 25, 2020 | feature selectionWord Embeddings | CodeCode Available | 0 |
| Adversarial Feature Selection against Evasion Attacks | May 25, 2020 | feature selectionMalware Detection | CodeCode Available | 0 |
| Unsupervised Online Anomaly Detection On Irregularly Sampled Or Missing Valued Time-Series Data Using LSTM Networks | May 25, 2020 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Feature Robust Optimal Transport for High-dimensional Data | May 25, 2020 | feature selectionSemantic correspondence | CodeCode Available | 0 |
| Feature selection for gesture recognition in Internet-of-Things for healthcare | May 22, 2020 | ClusteringEEG | —Unverified | 0 |
| Discriminative Dictionary Design for Action Classification in Still Images and Videos | May 20, 2020 | Action ClassificationAction Recognition | —Unverified | 0 |
| Dynamic Refinement Network for Oriented and Densely Packed Object Detection | May 20, 2020 | feature selectionobject-detection | CodeCode Available | 1 |
| A Novel Meta Learning Framework for Feature Selection using Data Synthesis and Fuzzy Similarity | May 20, 2020 | feature selectionMeta-Learning | —Unverified | 0 |
| Necessary and sufficient conditions for causal feature selection in time series with latent common causes | May 18, 2020 | feature selectionTime Series | —Unverified | 0 |
| Convolutional neural networks for classification and regression analysis of one-dimensional spectral data | May 15, 2020 | Classificationfeature selection | CodeCode Available | 1 |