| On Consistency of Signature Using Lasso | May 17, 2023 | feature selectionregression | —Unverified | 0 |
| Optimal Weighted Random Forests | May 17, 2023 | feature selection | —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 |
| LESS-VFL: Communication-Efficient Feature Selection for Vertical Federated Learning | May 3, 2023 | feature selectionFederated Learning | —Unverified | 0 |
| Can Feature Engineering Help Quantum Machine Learning for Malware Detection? | May 3, 2023 | Feature Engineeringfeature selection | —Unverified | 0 |
| Exploring vision transformer layer choosing for semantic segmentation | May 2, 2023 | Decoderfeature selection | —Unverified | 0 |
| MISNN: Multiple Imputation via Semi-parametric Neural Networks | May 2, 2023 | feature selectionImputation | —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 |
| Sparse Private LASSO Logistic Regression | Apr 24, 2023 | feature selectionModel Selection | —Unverified | 0 |
| SQLi Detection with ML: A data-source perspective | Apr 24, 2023 | feature selection | —Unverified | 0 |
| Effective Neural Network L_0 Regularization With BinMask | Apr 21, 2023 | feature 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 |
| 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 |
| Towards Understanding How Data Augmentation Works with Imbalanced Data | Apr 12, 2023 | Data Augmentationfeature selection | CodeCode Available | 0 |
| Selecting Robust Features for Machine Learning Applications using Multidata Causal Discovery | Apr 11, 2023 | Causal DiscoveryDimensionality Reduction | CodeCode Available | 0 |
| Pump It Up: Predict Water Pump Status using Attentive Tabular Learning | Apr 8, 2023 | feature selection | —Unverified | 0 |
| SLM: End-to-end Feature Selection via Sparse Learnable Masks | Apr 6, 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 |
| How good Neural Networks interpretation methods really are? A quantitative benchmark | Apr 5, 2023 | feature selection | —Unverified | 0 |
| Large Language Models as Master Key: Unlocking the Secrets of Materials Science with GPT | Apr 5, 2023 | Articlesfeature selection | —Unverified | 0 |
| Opening the random forest black box by the analysis of the mutual impact of features | Apr 5, 2023 | feature selectionRelation | —Unverified | 0 |
| Both Efficiency and Effectiveness! A Large Scale Pre-ranking Framework in Search System | Apr 5, 2023 | feature selection | —Unverified | 0 |
| Selecting Features by their Resilience to the Curse of Dimensionality | Apr 5, 2023 | feature selection | CodeCode Available | 0 |
| FinalMLP: An Enhanced Two-Stream MLP Model for CTR Prediction | Apr 3, 2023 | Click-Through Rate Predictionfeature selection | CodeCode Available | 0 |
| A New Deep Learning and XAI-Based Algorithm for Features Selection in Genomics | Mar 29, 2023 | Explainable artificial intelligenceExplainable Artificial Intelligence (XAI) | —Unverified | 0 |
| Unsupervised Feature Selection to Identify Important ICD-10 Codes for Machine Learning: A Case Study on a Coronary Artery Disease Patient Cohort | Mar 25, 2023 | feature selection | CodeCode Available | 0 |
| Two Heads are Better than One: A Bio-inspired Method for Improving Classification on EEG-ET Data | Mar 25, 2023 | EEGfeature selection | —Unverified | 0 |
| Feature Space Sketching for Logistic Regression | Mar 24, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Lightweight High-Performance Blind Image Quality Assessment | Mar 23, 2023 | Blind Image Quality Assessmentfeature selection | —Unverified | 0 |
| Feature Reduction Method Comparison Towards Explainability and Efficiency in Cybersecurity Intrusion Detection Systems | Mar 22, 2023 | feature selectionIntrusion Detection | —Unverified | 0 |
| A fuzzy adaptive evolutionary-based feature selection and machine learning framework for single and multi-objective body fat prediction | Mar 20, 2023 | feature selectionHybrid Machine Learning | —Unverified | 0 |
| Induced Feature Selection by Structured Pruning | Mar 20, 2023 | feature selection | —Unverified | 0 |
| Integration of Radiomics and Tumor Biomarkers in Interpretable Machine Learning Models | Mar 20, 2023 | Diagnosticfeature selection | —Unverified | 0 |
| SFE: A Simple, Fast and Efficient Feature Selection Algorithm for High-Dimensional Data | Mar 17, 2023 | feature selection | CodeCode Available | 0 |
| Multi-modal Differentiable Unsupervised Feature Selection | Mar 16, 2023 | feature selection | CodeCode Available | 0 |
| A Multimodal Data-driven Framework for Anxiety Screening | Mar 16, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Evaluation of distance-based approaches for forensic comparison: Application to hand odor evidence | Mar 16, 2023 | Dimensionality Reductionfeature selection | —Unverified | 0 |