| Sparse Linear Centroid-Encoder: A Convex Method for Feature Selection | Jun 7, 2023 | feature selection | —Unverified | 0 |
| Estimating Conditional Mutual Information for Dynamic Feature Selection | Jun 5, 2023 | feature selection | CodeCode Available | 0 |
| Brain Tumor Recurrence vs. Radiation Necrosis Classification and Patient Survivability Prediction | Jun 5, 2023 | feature selectionSynthetic Data Generation | —Unverified | 0 |
| Permutation Decision Trees | Jun 5, 2023 | feature selection | —Unverified | 0 |
| Better Private Linear Regression Through Better Private Feature Selection | Jun 1, 2023 | Decision Makingfeature selection | —Unverified | 0 |
| Feature Selection on Sentinel-2 Multi-spectral Imagery for Efficient Tree Cover Estimation | May 31, 2023 | feature selectionManagement | —Unverified | 0 |
| Distance Rank Score: Unsupervised filter method for feature selection on imbalanced dataset | May 31, 2023 | Clusteringfeature selection | —Unverified | 0 |
| A Graph Reconstruction by Dynamic Signal Coefficient for Fault Classification | May 30, 2023 | Fault Diagnosisfeature selection | —Unverified | 0 |
| Predicting Heart Disease and Reducing Survey Time Using Machine Learning Algorithms | May 30, 2023 | Diagnosticfeature selection | —Unverified | 0 |
| Multi-Objective Genetic Algorithm for Multi-View Feature Selection | May 26, 2023 | feature selection | CodeCode Available | 0 |
| Thinking Twice: Clinical-Inspired Thyroid Ultrasound Lesion Detection Based on Feature Feedback | May 24, 2023 | feature selectionLesion Detection | CodeCode Available | 0 |
| Predicting Token Impact Towards Efficient Vision Transformer | May 24, 2023 | feature selection | —Unverified | 0 |
| Finding the Pillars of Strength for Multi-Head Attention | May 22, 2023 | feature selection | CodeCode Available | 1 |
| Joint Feature and Differentiable k -NN Graph Learning using Dirichlet Energy | May 21, 2023 | feature selectionGraph Learning | —Unverified | 0 |
| Difference of Submodular Minimization via DC Programming | May 18, 2023 | feature selection | CodeCode Available | 0 |
| Spatial-Frequency Discriminability for Revealing Adversarial Perturbations | May 18, 2023 | Adversarial AttackBlocking | CodeCode Available | 0 |
| Unbiased Gradient Boosting Decision Tree with Unbiased Feature Importance | May 18, 2023 | Feature Importancefeature selection | CodeCode Available | 1 |
| Optimal Weighted Random Forests | May 17, 2023 | feature selection | —Unverified | 0 |
| On Consistency of Signature Using Lasso | May 17, 2023 | feature selectionregression | —Unverified | 0 |
| Non-Separable Multi-Dimensional Network Flows for Visual Computing | May 15, 2023 | feature selectionMulti-Object Tracking | —Unverified | 0 |
| Conditional mean embeddings and optimal feature selection via positive definite kernels | May 14, 2023 | feature selection | —Unverified | 0 |
| Comparison of Clustering Algorithms for Statistical Features of Vibration Data Sets | May 11, 2023 | Clusteringfeature selection | —Unverified | 0 |
| Causal Information Splitting: Engineering Proxy Features for Robustness to Distribution Shifts | May 10, 2023 | counterfactualfeature selection | —Unverified | 0 |
| CNN-FEBAC: A framework for attention measurement of autistic individuals | May 9, 2023 | feature selection | —Unverified | 0 |
| Reducing the Computational Complexity of Learning with Random Convolutional Features | May 5, 2023 | feature selectionTime Series | CodeCode Available | 0 |
| Carbon Price Forecasting with Quantile Regression and Feature Selection | May 5, 2023 | feature selectionquantile regression | —Unverified | 0 |
| Fuzzy Gene Selection and Cancer Classification Based on Deep Learning Model | May 4, 2023 | Cancer ClassificationDeep Learning | —Unverified | 0 |
| Can Feature Engineering Help Quantum Machine Learning for Malware Detection? | May 3, 2023 | Feature Engineeringfeature selection | —Unverified | 0 |
| LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning | May 3, 2023 | feature selectionFederated Learning | —Unverified | 0 |
| MISNN: Multiple Imputation via Semi-parametric Neural Networks | May 2, 2023 | feature selectionImputation | —Unverified | 0 |
| Exploring vision transformer layer choosing for semantic segmentation | May 2, 2023 | Decoderfeature selection | —Unverified | 0 |
| Optimized Machine Learning for CHD Detection using 3D CNN-based Segmentation, Transfer Learning and Adagrad Optimization | Apr 30, 2023 | feature selectionTransfer Learning | —Unverified | 0 |
| A feature selection method based on Shapley values robust to concept shift in regression | Apr 28, 2023 | feature selectionregression | CodeCode Available | 0 |
| Enhanced multilayer perceptron with feature selection and grid search for travel mode choice prediction | Apr 25, 2023 | Discrete Choice Modelsfeature selection | —Unverified | 0 |
| SQLi Detection with ML: A data-source perspective | Apr 24, 2023 | feature selection | —Unverified | 0 |
| Sparse Private LASSO Logistic Regression | Apr 24, 2023 | feature selectionModel Selection | —Unverified | 0 |
| Reconstruction-based LSTM-Autoencoder for Anomaly-based DDoS Attack Detection over Multivariate Time-Series Data | Apr 21, 2023 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Effective Neural Network L_0 Regularization With BinMask | Apr 21, 2023 | feature selection | —Unverified | 0 |
| A generalised multi-factor deep learning electricity load forecasting model for wildfire-prone areas | Apr 21, 2023 | feature selectionLoad Forecasting | —Unverified | 0 |
| Hyperspectral Image Analysis with Subspace Learning-based One-Class Classification | Apr 19, 2023 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Early Detection of Parkinson's Disease using Motor Symptoms and Machine Learning | Apr 18, 2023 | feature selection | —Unverified | 0 |
| Bayesian Inference on Brain-Computer Interfaces via GLASS | Apr 14, 2023 | Bayesian InferenceEEG | CodeCode Available | 0 |
| RF-GNN: Random Forest Boosted Graph Neural Network for Social Bot Detection | Apr 14, 2023 | Ensemble Learningfeature selection | CodeCode Available | 1 |
| Towards Understanding How Data Augmentation Works with Imbalanced Data | Apr 12, 2023 | Data Augmentationfeature selection | CodeCode Available | 0 |
| Bayesian Optimization of Catalysis With In-Context Learning | Apr 11, 2023 | Bayesian OptimizationFeature Engineering | CodeCode Available | 1 |
| Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery | Apr 11, 2023 | Causal DiscoveryDimensionality Reduction | CodeCode Available | 0 |
| Slide-Transformer: Hierarchical Vision Transformer with Local Self-Attention | Apr 9, 2023 | feature selectionInductive Bias | CodeCode Available | 1 |
| Pump It Up: Predict Water Pump Status using Attentive Tabular Learning | Apr 8, 2023 | feature selection | —Unverified | 0 |
| Synthetic Sample Selection for Generalized Zero-Shot Learning | Apr 6, 2023 | feature selectionGeneralized Zero-Shot Learning | —Unverified | 0 |
| Assessing the Reproducibility of Machine-learning-based Biomarker Discovery in Parkinson's Disease | Apr 6, 2023 | Data Integrationfeature selection | —Unverified | 0 |
