| Image Classification Method using Dynamic Quantum Inspired Genetic Algorithm | Jan 20, 2025 | Classificationfeature selection | —Unverified | 0 |
| DLinear-based Prediction of Remaining Useful Life of Lithium-Ion Batteries: Feature Engineering through Explainable Artificial Intelligence | Jan 20, 2025 | Explainable artificial intelligenceFeature Engineering | —Unverified | 0 |
| A baseline for machine-learning-based hepatocellular carcinoma diagnosis using multi-modal clinical data | Jan 20, 2025 | Classificationfeature selection | —Unverified | 0 |
| An analysis of the combination of feature selection and machine learning methods for an accurate and timely detection of lung cancer | Jan 19, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| Towards Data-Centric AI: A Comprehensive Survey of Traditional, Reinforcement, and Generative Approaches for Tabular Data Transformation | Jan 17, 2025 | feature selectionMarketing | —Unverified | 0 |
| Statistical Inference for Sequential Feature Selection after Domain Adaptation | Jan 17, 2025 | Domain Adaptationfeature selection | CodeCode Available | 0 |
| Evaluating LLM Abilities to Understand Tabular Electronic Health Records: A Comprehensive Study of Patient Data Extraction and Retrieval | Jan 16, 2025 | feature selectionIn-Context Learning | CodeCode Available | 0 |
| Metrics for Inter-Dataset Similarity with Example Applications in Synthetic Data and Feature Selection Evaluation -- Extended Version | Jan 16, 2025 | feature selection | CodeCode Available | 0 |
| Dataset-Agnostic Recommender Systems | Jan 13, 2025 | Feature Engineeringfeature selection | —Unverified | 0 |
| Interpretable machine-learning for predicting molecular weight of PLA based on artificial bee colony optimization algorithm and adaptive neurofuzzy inference system | Jan 13, 2025 | feature selectionInterpretable Machine Learning | —Unverified | 0 |
| A Pan-cancer Classification Model using Multi-view Feature Selection Method and Ensemble Classifier | Jan 12, 2025 | Cancer Classificationfeature selection | —Unverified | 0 |
| MRI Patterns of the Hippocampus and Amygdala for Predicting Stages of Alzheimer's Progression: A Minimal Feature Machine Learning Framework | Jan 10, 2025 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Multi-field Visualization: Trait design and trait-induced merge trees | Jan 8, 2025 | AttributeDictionary Learning | —Unverified | 0 |
| Pixel-Wise Feature Selection for Perceptual Edge Detection without post-processing | Jan 5, 2025 | DiversityEdge Detection | —Unverified | 0 |
| ED-Filter: Dynamic Feature Filtering for Eating Disorder Classification | Jan 4, 2025 | feature selection | —Unverified | 0 |
| Machine Learning-Based Differential Diagnosis of Parkinson's Disease Using Kinematic Feature Extraction and Selection | Jan 2, 2025 | Diagnosticfeature selection | —Unverified | 0 |
| OmniChat: Enhancing Spoken Dialogue Systems with Scalable Synthetic Data for Diverse Scenarios | Jan 2, 2025 | feature selectionSpoken Dialogue Systems | —Unverified | 0 |
| Empirical Analysis of Nature-Inspired Algorithms for Autism Spectrum Disorder Detection Using 3D Video Dataset | Jan 2, 2025 | Classificationfeature selection | —Unverified | 0 |
| Scale-wise Bidirectional Alignment Network for Referring Remote Sensing Image Segmentation | Jan 1, 2025 | feature selectionImage Segmentation | —Unverified | 0 |
| Enhancing Unsupervised Feature Selection via Double Sparsity Constrained Optimization | Jan 1, 2025 | feature selection | —Unverified | 0 |
| A Novel Convolution and Attention Mechanism-based Model for 6D Object Pose Estimation | Dec 31, 2024 | 6D Pose Estimation using RGBfeature selection | —Unverified | 0 |
| Scoring with Large Language Models: A Study on Measuring Empathy of Responses in Dialogues | Dec 28, 2024 | feature selection | CodeCode Available | 0 |
| An Integrated Optimization and Deep Learning Pipeline for Predicting Live Birth Success in IVF Using Feature Optimization and Transformer-Based Models | Dec 27, 2024 | feature selection | —Unverified | 0 |
| Generative Modeling: A Review | Dec 24, 2024 | Bayesian InferenceDimensionality Reduction | —Unverified | 0 |
| U-Mamba-Net: A highly efficient Mamba-based U-net style network for noisy and reverberant speech separation | Dec 24, 2024 | feature selectionMamba | —Unverified | 0 |