| Modeling the Telemarketing Process using Genetic Algorithms and Extreme Boosting: Feature Selection and Cost-Sensitive Analytical Approach | Oct 30, 2023 | Decision Makingfeature selection | CodeCode Available | 0 | 5 |
| Conformal Recursive Feature Elimination | May 29, 2024 | Conformal Predictionfeature selection | CodeCode Available | 0 | 5 |
| A Debiased MDI Feature Importance Measure for Random Forests | Jun 26, 2019 | Feature Importancefeature selection | CodeCode Available | 0 | 5 |
| Consistent Feature Selection for Analytic Deep Neural Networks | Oct 16, 2020 | feature selection | CodeCode Available | 0 | 5 |
| Depth linear discrimination-oriented feature selection method based on adaptive sine cosine algorithm for software defect prediction | May 20, 2024 | feature selection | CodeCode Available | 0 | 5 |
| Multi-modal Differentiable Unsupervised Feature Selection | Mar 16, 2023 | feature selection | CodeCode Available | 0 | 5 |
| Multi-Objective Optimization of Performance and Interpretability of Tabular Supervised Machine Learning Models | Jul 17, 2023 | feature selectionHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Multiobjective Programming for Type-2 Hierarchical Fuzzy Inference Trees | May 16, 2017 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Context-Based Tweet Engagement Prediction | Sep 28, 2023 | Feature Engineeringfeature selection | CodeCode Available | 0 | 5 |
| Multiscale methods for signal selection in single-cell data | Jun 15, 2022 | feature selection | CodeCode Available | 0 | 5 |
| Independent Vector Analysis for Data Fusion Prior to Molecular Property Prediction with Machine Learning | Nov 1, 2018 | BIG-bench Machine LearningDrug Discovery | CodeCode Available | 0 | 5 |
| Random feature baselines provide distributional performance and feature selection benchmarks for clinical and 'omic machine learning | Nov 15, 2024 | Allfeature selection | CodeCode Available | 0 | 5 |
| Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data | Oct 30, 2017 | feature selectionNetwork Embedding | CodeCode Available | 0 | 5 |
| ARDA: Automatic Relational Data Augmentation for Machine Learning | Mar 21, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 | 5 |
| Bayesian Masking: Sparse Bayesian Estimation with Weaker Shrinkage Bias | Sep 3, 2015 | Bayesian Inferencefeature selection | —Unverified | 0 | 0 |
| A neural network model for solvency calculations in life insurance | May 5, 2020 | Feature Engineeringfeature selection | —Unverified | 0 | 0 |
| Bayesian Low-Rank Interpolative Decomposition for Complex Datasets | May 30, 2022 | Bayesian Inferencefeature selection | —Unverified | 0 | 0 |
| Bayesian longitudinal tensor response regression for modeling neuroplasticity | Sep 12, 2023 | feature selectionregression | —Unverified | 0 | 0 |
| An Estimation of Online Video User Engagement from Features of Continuous Emotions | May 4, 2021 | feature selectionTime Series Analysis | —Unverified | 0 | 0 |
| A GA-like Dynamic Probability Method With Mutual Information for Feature Selection | Oct 21, 2022 | feature selectionPOS | —Unverified | 0 | 0 |
| Bayesian Hierarchical Probabilistic Forecasting of Intraday Electricity Prices | Mar 8, 2024 | feature selection | —Unverified | 0 | 0 |
| An entropic feature selection method in perspective of Turing formula | Feb 19, 2019 | feature selection | —Unverified | 0 | 0 |
| Bayesian feature selection with strongly-regularizing priors maps to the Ising Model | Nov 3, 2014 | Bayesian Inferencefeature selection | —Unverified | 0 | 0 |
| Battery health prediction under generalized conditions using a Gaussian process transition model | Jul 17, 2018 | feature selection | —Unverified | 0 | 0 |
| An ensemble of machine learning and anti-learning methods for predicting tumour patient survival rates | Jul 21, 2016 | BIG-bench Machine Learningfeature selection | —Unverified | 0 | 0 |
| A GA-based feature selection of the EEG signals by classification evaluation: Application in BCI systems | Jan 16, 2019 | Brain Computer InterfaceEEG | —Unverified | 0 | 0 |
| Adaptive Collaborative Correlation Learning-based Semi-Supervised Multi-Label Feature Selection | Jun 18, 2024 | feature selectionMissing Labels | —Unverified | 0 | 0 |
| BaTFLED: Bayesian Tensor Factorization Linked to External Data | Dec 9, 2016 | BIG-bench Machine Learningfeature selection | —Unverified | 0 | 0 |
| Balancing the Budget: Feature Selection and Tracking for Multi-Camera Visual-Inertial Odometry | Sep 13, 2021 | feature selection | —Unverified | 0 | 0 |
| An enhanced Teaching-Learning-Based Optimization (TLBO) with Grey Wolf Optimizer (GWO) for text feature selection and clustering | Feb 19, 2024 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| Axiomatic Explainer Globalness via Optimal Transport | Nov 2, 2024 | Diversityfeature selection | —Unverified | 0 | 0 |
| An enhanced computational feature selection method for medical synonym identification via bilingualism and multi-corpus training | Dec 5, 2018 | feature selection | —Unverified | 0 | 0 |
| A Fuzzy-Rough based Binary Shuffled Frog Leaping Algorithm for Feature Selection | Jul 31, 2018 | Attributefeature selection | —Unverified | 0 | 0 |
| A XGBoost risk model via feature selection and Bayesian hyper-parameter optimization | Jan 24, 2019 | ClusteringFeature Importance | —Unverified | 0 | 0 |
| A windowed correlation based feature selection method to improve time series prediction of dengue fever cases | Apr 21, 2021 | feature selectionPrediction | —Unverified | 0 | 0 |
| An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification | Sep 1, 2021 | ClassificationDimensionality Reduction | —Unverified | 0 | 0 |
| A White-Box SVM Framework and its Swarm-Based Optimization for Supervision of Toothed Milling Cutter through Characterization of Spindle Vibrations | Dec 15, 2021 | feature selection | —Unverified | 0 | 0 |
| A Versatile Hub Model For Efficient Information Propagation And Feature Selection | Jul 5, 2023 | feature selection | —Unverified | 0 | 0 |
| An Empirical Study on Predictability of Software Code Smell Using Deep Learning Models | Aug 8, 2021 | Deep Learningfeature selection | —Unverified | 0 | 0 |
| A Fuzzy Approach for Feature Evaluation and Dimensionality Reduction to Improve the Quality of Web Usage Mining Results | Sep 1, 2015 | ClusteringDimensionality Reduction | —Unverified | 0 | 0 |
| Adaptation of Autoencoder for Sparsity Reduction From Clinical Notes Representation Learning | Sep 26, 2022 | feature selectionRepresentation Learning | —Unverified | 0 | 0 |
| Accessible Melanoma Detection using Smartphones and Mobile Image Analysis | Nov 27, 2017 | feature selectionSegmentation | —Unverified | 0 | 0 |
| Auto-weighted Multi-view Feature Selection with Graph Optimization | Apr 11, 2021 | feature selectionGraph Learning | —Unverified | 0 | 0 |
| An empirical evaluation for the intrusion detection features based on machine learning and feature selection methods | Dec 27, 2017 | BIG-bench Machine Learningfeature selection | —Unverified | 0 | 0 |
| AutoSpearman: Automatically Mitigating Correlated Metrics for Interpreting Defect Models | Jun 26, 2018 | feature selection | —Unverified | 0 | 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 | 0 |
| AutoML Strategy Based on Grammatical Evolution: A Case Study about Knowledge Discovery from Text | Jul 1, 2019 | AutoMLBIG-bench Machine Learning | —Unverified | 0 | 0 |
| AutoML for Deep Recommender Systems: A Survey | Mar 25, 2022 | AutoMLfeature selection | —Unverified | 0 | 0 |
| Automation of Feature Engineering for IoT Analytics | Jul 13, 2017 | Decision MakingFeature Engineering | —Unverified | 0 | 0 |
| An efficient semi-supervised quality control system trained using physics-based MRI-artefact generators and adversarial training | Jun 7, 2022 | Computational EfficiencyData Augmentation | —Unverified | 0 | 0 |