| A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection | Mar 12, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| An Interpretable Generalization Mechanism for Accurately Detecting Anomaly and Identifying Networking Intrusion Techniques | Mar 12, 2024 | feature selectionIntrusion Detection | —Unverified | 0 |
| A New Random Forest Ensemble of Intuitionistic Fuzzy Decision Trees | Mar 12, 2024 | ClassificationEnsemble Learning | —Unverified | 0 |
| Causal Multi-Label Feature Selection in Federated Setting | Mar 11, 2024 | feature selection | —Unverified | 0 |
| Bridging Domains with Approximately Shared Features | Mar 11, 2024 | Domain Adaptationfeature selection | CodeCode Available | 0 |
| Enhancing Classification Performance via Reinforcement Learning for Feature Selection | Mar 9, 2024 | Classificationfeature selection | —Unverified | 0 |
| Bayesian Hierarchical Probabilistic Forecasting of Intraday Electricity Prices | Mar 8, 2024 | feature selection | —Unverified | 0 |
| Greedy feature selection: Classifier-dependent feature selection via greedy methods | Mar 8, 2024 | feature selection | —Unverified | 0 |
| Sentiment-driven prediction of financial returns: a Bayesian-enhanced FinBERT approach | Mar 7, 2024 | feature selectionLanguage Modeling | —Unverified | 0 |
| Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent | Mar 6, 2024 | feature selectionPseudo Label | CodeCode Available | 0 |
| Feature Selection as Deep Sequential Generative Learning | Mar 6, 2024 | feature selection | —Unverified | 0 |
| Embedded Multi-label Feature Selection via Orthogonal Regression | Mar 1, 2024 | feature selectionModel Optimization | —Unverified | 0 |
| Indirectly Parameterized Concrete Autoencoders | Mar 1, 2024 | Decoderfeature selection | CodeCode Available | 0 |
| Investigating Gender Fairness in Machine Learning-driven Personalized Care for Chronic Pain | Feb 29, 2024 | Decision MakingFairness | —Unverified | 0 |
| ICE-SEARCH: A Language Model-Driven Feature Selection Approach | Feb 28, 2024 | Diabetes PredictionDisease Prediction | —Unverified | 0 |
| DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection | Feb 27, 2024 | feature selection | CodeCode Available | 0 |
| LCEN: A Novel Feature Selection Algorithm for Nonlinear, Interpretable Machine Learning Models | Feb 27, 2024 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| scGIST: gene panel design for spatial transcriptomics with prioritized gene sets | Feb 26, 2024 | feature selection | CodeCode Available | 0 |
| Feature Selection Based on Orthogonal Constraints and Polygon Area | Feb 25, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Fair Multivariate Adaptive Regression Splines for Ensuring Equity and Transparency | Feb 23, 2024 | Decision MakingFairness | —Unverified | 0 |
| A Bio-Medical Snake Optimizer System Driven by Logarithmic Surviving Global Search for Optimizing Feature Selection and its application for Disorder Recognition | Feb 22, 2024 | feature selection | —Unverified | 0 |
| Comparative Analysis of Data Preprocessing Methods, Feature Selection Techniques and Machine Learning Models for Improved Classification and Regression Performance on Imbalanced Genetic Data | Feb 22, 2024 | feature selectionModel Selection | —Unverified | 0 |
| FAST: An Optimization Framework for Fast Additive Segmentation in Transparent ML | Feb 20, 2024 | Additive modelsComputational Efficiency | —Unverified | 0 |
| Filter-based multi-task cross-corpus feature learning for speech emotion recognition | Feb 20, 2024 | Cross-corpusEmotion Recognition | CodeCode Available | 0 |
| Compact NSGA-II for Multi-objective Feature Selection | Feb 20, 2024 | Evolutionary Algorithmsfeature selection | —Unverified | 0 |
| Multi-objective Binary Coordinate Search for Feature Selection | Feb 20, 2024 | feature selection | —Unverified | 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 |
| Cluster Metric Sensitivity to Irrelevant Features | Feb 19, 2024 | Clusteringfeature selection | —Unverified | 0 |
| Adaptive Split Balancing for Optimal Random Forest | Feb 17, 2024 | feature selection | —Unverified | 0 |
| Ransomware detection using stacked autoencoder for feature selection | Feb 17, 2024 | Classificationfeature selection | —Unverified | 0 |
| Analysis and Mortality Prediction using Multiclass Classification for Older Adults with Type 2 Diabetes | Feb 16, 2024 | feature selectionMortality Prediction | —Unverified | 0 |
| Evolution-based Feature Selection for Predicting Dissolved Oxygen Concentrations in Lakes | Feb 15, 2024 | feature selection | —Unverified | 0 |
| Complexity Reduction in Machine Learning-Based Wireless Positioning: Minimum Description Features | Feb 14, 2024 | Deep Learningfeature selection | —Unverified | 0 |
| Frog-Snake prey-predation Relationship Optimization (FSRO) : A novel nature-inspired metaheuristic algorithm for feature selection | Feb 13, 2024 | feature selection | —Unverified | 0 |
| You can monitor your hydration level using your smartphone camera | Feb 12, 2024 | Binary ClassificationDimensionality Reduction | —Unverified | 0 |
| Multiscale Neuroimaging Features for the Identification of Medication Class and Non-Responders in Mood Disorder Treatment | Feb 12, 2024 | Diagnosticfeature selection | —Unverified | 0 |
| Single Channel EEG Based Insomnia Identification Without Sleep Stage Annotations | Feb 9, 2024 | EEGfeature selection | —Unverified | 0 |
| Interpretable classifiers for tabular data via discretization and feature selection | Feb 8, 2024 | feature selection | —Unverified | 0 |
| A comparative study on feature selection for a risk prediction model for colorectal cancer | Feb 7, 2024 | feature selectionregression | —Unverified | 0 |
| An information theoretic approach to quantify the stability of feature selection and ranking algorithms | Feb 7, 2024 | feature selection | —Unverified | 0 |
| Association between Prefrontal fNIRS signals during Cognitive tasks and College scholastic ability test (CSAT) scores: Analysis using a quantum annealing approach | Feb 6, 2024 | feature selection | —Unverified | 0 |
| Retrieval Augmented Cross-Modal Tag Recommendation in Software Q&A Sites | Feb 6, 2024 | feature selectionRetrieval | —Unverified | 0 |
| Causal Feature Selection for Responsible Machine Learning | Feb 5, 2024 | Adversarial RobustnessDomain Generalization | —Unverified | 0 |
| EasyFS: an Efficient Model-free Feature Selection Framework via Elastic Transformation of Features | Feb 4, 2024 | feature selection | —Unverified | 0 |
| Feature Selection using the concept of Peafowl Mating in IDS | Feb 3, 2024 | Cloud Computingfeature selection | —Unverified | 0 |
| Identification of Cognitive Decline from Spoken Language through Feature Selection and the Bag of Acoustic Words Model | Feb 2, 2024 | feature selectionMedical Diagnosis | —Unverified | 0 |
| A hybrid IndRNNLSTM approach for real-time anomaly detection in software-defined networks | Feb 2, 2024 | Anomaly Detectionfeature selection | —Unverified | 0 |
| Capturing waste collection planning expert knowledge in a fitness function through preference learning | Feb 2, 2024 | feature selection | —Unverified | 0 |
| A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches | Feb 1, 2024 | feature selectionGraph Neural Network | CodeCode Available | 0 |
| Variable selection for Naïve Bayes classification | Jan 31, 2024 | Classificationfeature selection | —Unverified | 0 |