| Beyond the Nucleus: Cytoplasmic Dominance in Follicular Thyroid Carcinoma Detection Using Single-Cell Raman Imaging Across Multiple Devices | Apr 11, 2019 | DiagnosticDimensionality Reduction | CodeCode Available | 0 |
| Coordinate Descent for SLOPE | Oct 26, 2022 | feature selection | CodeCode Available | 0 |
| A Real-time Global Inference Network for One-stage Referring Expression Comprehension | Dec 7, 2019 | Diversityfeature selection | CodeCode Available | 0 |
| Bounded logit attention: Learning to explain image classifiers | May 31, 2021 | Explainable artificial intelligencefeature selection | CodeCode Available | 0 |
| Fast forward feature selection for the nonlinear classification of hyperspectral images | Jan 5, 2015 | Classificationfeature selection | CodeCode Available | 0 |
| ARDA: Automatic Relational Data Augmentation for Machine Learning | Mar 21, 2020 | BIG-bench Machine LearningData Augmentation | CodeCode Available | 0 |
| Nonparametric IPSS: Fast, flexible feature selection with false discovery control | Oct 3, 2024 | Feature Importancefeature selection | CodeCode Available | 0 |
| Fast Parallel Algorithms for Statistical Subset Selection Problems | Mar 6, 2019 | Combinatorial OptimizationExperimental Design | CodeCode Available | 0 |
| More Powerful and General Selective Inference for Stepwise Feature Selection using the Homotopy Continuation Approach | Dec 25, 2020 | feature selection | CodeCode Available | 0 |
| Fast Sparse PCA via Positive Semidefinite Projection for Unsupervised Feature Selection | Sep 12, 2023 | feature selection | CodeCode Available | 0 |
| More Powerful Selective Kernel Tests for Feature Selection | Oct 14, 2019 | feature selectionSelection bias | CodeCode Available | 0 |
| Convex Hull Approximation of Nearly Optimal Lasso Solutions | Oct 14, 2018 | Diversityfeature selection | CodeCode Available | 0 |
| PEACH: Pretrained-embedding Explanation Across Contextual and Hierarchical Structure | Apr 21, 2024 | Attributefeature selection | CodeCode Available | 0 |
| A Comparative Study of Feature Selection Methods for Dialectal Arabic Sentiment Classification Using Support Vector Machine | Feb 17, 2019 | Arabic Sentiment Analysisfeature selection | CodeCode Available | 0 |
| A Two-Level Classification Approach for Detecting Clickbait Posts using Text-Based Features | Oct 23, 2017 | Clickbait DetectionFake News Detection | CodeCode Available | 0 |
| A Comparative Analysis of Gene Expression Profiling by Statistical and Machine Learning Approaches | Feb 1, 2024 | feature selectionGraph Neural Network | CodeCode Available | 0 |
| Improving random walk rankings with feature selection and imputation | Nov 29, 2021 | feature selectionImputation | CodeCode Available | 0 |
| Contrastive Principal Component Analysis | Sep 20, 2017 | Denoisingfeature selection | CodeCode Available | 0 |
| Improving Real Estate Appraisal with POI Integration and Areal Embedding | Nov 20, 2023 | feature selectionSpatial Interpolation | CodeCode Available | 0 |
| Block Model Guided Unsupervised Feature Selection | Jul 5, 2020 | Clusteringfeature selection | CodeCode Available | 0 |
| MTLComb: multi-task learning combining regression and classification tasks for joint feature selection | May 16, 2024 | feature selectionMulti-Task Learning | CodeCode Available | 0 |
| A graph-embedded deep feedforward network for disease outcome classification and feature selection using gene expression data | Jan 18, 2018 | Classificationfeature selection | CodeCode Available | 0 |
| Unsupervised Features Ranking via Coalitional Game Theory for Categorical Data | May 17, 2022 | Anomaly DetectionFeature Importance | CodeCode Available | 0 |
| xDeepInt: a hybrid architecture for modeling the vector-wise and bit-wise feature interactions | Jan 3, 2023 | Click-Through Rate PredictionFeature Engineering | CodeCode Available | 0 |
| Topological Feature Selection | Feb 19, 2023 | feature selectionPosition | CodeCode Available | 0 |
| An Embedded Feature Selection Framework for Control | Jun 19, 2022 | Deep Reinforcement Learningfeature selection | CodeCode Available | 0 |
| 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 |
| Indirectly Parameterized Concrete Autoencoders | Mar 1, 2024 | Decoderfeature selection | CodeCode Available | 0 |
| Individualized and Global Feature Attributions for Gradient Boosted Trees in the Presence of _2 Regularization | Nov 8, 2022 | Additive modelsfeature selection | CodeCode Available | 0 |
| Feature Engineering and Forecasting via Derivative-free Optimization and Ensemble of Sequence-to-sequence Networks with Applications in Renewable Energy | Sep 12, 2019 | Feature Engineeringfeature selection | CodeCode Available | 0 |
| Variational Information Maximization for Feature Selection | Jun 9, 2016 | feature selection | CodeCode Available | 0 |
| An Efficient Semi-smooth Newton Augmented Lagrangian Method for Elastic Net | Jun 6, 2020 | CPUfeature selection | CodeCode Available | 0 |
| Permutation-Free High-Order Interaction Tests | Jun 6, 2025 | Causal Discoveryfeature selection | CodeCode Available | 0 |
| RigLSTM: Recurrent Independent Grid LSTM for Generalizable Sequence Learning | Nov 3, 2023 | feature selection | CodeCode Available | 0 |
| Feature Grouping and Sparse Principal Component Analysis with Truncated Regularization | Jun 25, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Persian Emotion Detection using ParsBERT and Imbalanced Data Handling Approaches | Nov 15, 2022 | Data AugmentationEmotion Recognition | CodeCode Available | 0 |
| Infinite Feature Selection | Dec 1, 2015 | Classificationfeature selection | CodeCode Available | 0 |
| Bi-Sparse Unsupervised Feature Selection | Dec 22, 2024 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Contrastive and Selective Hidden Embeddings for Medical Image Segmentation | Jan 21, 2022 | Contrastive Learningfeature selection | CodeCode Available | 0 |
| Multivariate, Multistep Forecasting, Reconstruction and Feature Selection of Ocean Waves via Recurrent and Sequence-to-Sequence Networks | Jun 1, 2019 | feature selectionHyperparameter Optimization | CodeCode Available | 0 |
| Feature-oriented Deep Learning Framework for Pulmonary Cone-beam CT (CBCT) Enhancement with Multi-task Customized Perceptual Loss | Nov 1, 2023 | Anatomyfeature selection | CodeCode Available | 0 |
| Multi-Label Feature Selection Using Adaptive and Transformed Relevance | Sep 26, 2023 | feature selectionimage-classification | CodeCode Available | 0 |
| Supervised Feature Selection with Neuron Evolution in Sparse Neural Networks | Mar 10, 2023 | feature selection | CodeCode Available | 0 |
| Multi-modal Differentiable Unsupervised Feature Selection | Mar 16, 2023 | feature selection | CodeCode Available | 0 |
| Contextual Regression: An Accurate and Conveniently Interpretable Nonlinear Model for Mining Discovery from Scientific Data | Oct 30, 2017 | feature selectionNetwork Embedding | CodeCode Available | 0 |
| Feature Robust Optimal Transport for High-dimensional Data | May 25, 2020 | feature selectionSemantic correspondence | CodeCode Available | 0 |
| Robust AI-Generated Text Detection by Restricted Embeddings | Oct 10, 2024 | feature selectionText Detection | CodeCode Available | 0 |
| SparCA: Sparse Compressed Agglomeration for Feature Extraction and Dimensionality Reduction | Jan 26, 2023 | Dimensionality Reductionfeature selection | CodeCode Available | 0 |
| Information-Theoretic Measures on Lattices for High-Order Interactions | Aug 14, 2024 | feature selection | CodeCode Available | 0 |
| Feature Selection: A Data Perspective | Jan 29, 2016 | feature selectionSparse Learning | CodeCode Available | 0 |