| D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification | Nov 17, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 0 | 5 |
| Individualized and Global Feature Attributions for Gradient Boosted Trees in the Presence of _2 Regularization | Nov 8, 2022 | Additive modelsfeature selection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Information-Theoretic Measures on Lattices for High-Order Interactions | Aug 14, 2024 | feature selection | CodeCode Available | 0 | 5 |
| DebiNet: Debiasing Linear Models with Nonlinear Overparameterized Neural Networks | Nov 1, 2020 | feature selectionvalid | CodeCode Available | 0 | 5 |
| DeepPINK: reproducible feature selection in deep neural networks | Sep 4, 2018 | feature selection | CodeCode Available | 0 | 5 |
| DigiVoice: Voice Biomarker Featurization and Analysis Pipeline | Jun 17, 2019 | Data Visualizationfeature selection | CodeCode Available | 0 | 5 |
| Combining Machine Learning Classifiers for Stock Trading with Effective Feature Extraction | Jul 28, 2021 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 | 5 |
| Interpretable Outcome Prediction with Sparse Bayesian Neural Networks in Intensive Care | May 7, 2019 | Decision Makingfeature selection | CodeCode Available | 0 | 5 |
| Interpretable preference learning: a game theoretic framework for large margin on-line feature and rule learning | Dec 19, 2018 | feature selectionRelational Reasoning | CodeCode Available | 0 | 5 |
| Crop Yield Prediction Using Deep Neural Networks | Feb 7, 2019 | Crop Yield Predictionfeature selection | CodeCode Available | 0 | 5 |
| BenSParX: A Robust Explainable Machine Learning Framework for Parkinson's Disease Detection from Bengali Conversational Speech | May 18, 2025 | feature selectionHyperparameter Optimization | CodeCode Available | 0 | 5 |
| Tensor decomposition to Compress Convolutional Layers in Deep Learning | May 28, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 | 5 |
| Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method | Oct 5, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 | 5 |
| Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs | Feb 2, 2016 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 | 5 |
| A Light CNN for Deep Face Representation with Noisy Labels | Nov 9, 2015 | Face IdentificationFace Recognition | CodeCode Available | 0 | 5 |
| i-Razor: A Differentiable Neural Input Razor for Feature Selection and Dimension Search in DNN-Based Recommender Systems | Apr 1, 2022 | Click-Through Rate PredictionFeature Engineering | CodeCode Available | 0 | 5 |
| Is Interpretable Machine Learning Effective at Feature Selection for Neural Learning-to-Rank? | May 13, 2024 | feature selectionInterpretable Machine Learning | CodeCode Available | 0 | 5 |
| Iterative Feature Boosting for Explainable Speech Emotion Recognition | May 30, 2024 | Emotion RecognitionFeature Engineering | CodeCode Available | 0 | 5 |
| Comparing Machine Learning Techniques for Alfalfa Biomass Yield Prediction | Oct 20, 2022 | Domain Adaptationfeature selection | CodeCode Available | 0 | 5 |
| A Lightweight Attention-based Deep Network via Multi-Scale Feature Fusion for Multi-View Facial Expression Recognition | Mar 21, 2024 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 0 | 5 |
| BELIEF: A distance-based redundancy-proof feature selection method for Big Data | Apr 16, 2018 | feature selection | CodeCode Available | 0 | 5 |
| Knockoff-Guided Feature Selection via A Single Pre-trained Reinforced Agent | Mar 6, 2024 | feature selectionPseudo Label | CodeCode Available | 0 | 5 |
| Coordinate Descent for SLOPE | Oct 26, 2022 | feature selection | CodeCode Available | 0 | 5 |
| Comparison analysis between standard polysomnographic data and in-ear-EEG signals: A preliminary study | Jan 18, 2024 | EEGfeature selection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| LASSO-MOGAT: A Multi-Omics Graph Attention Framework for Cancer Classification | Aug 30, 2024 | Cancer Classificationfeature selection | CodeCode Available | 0 | 5 |
| Behavioural Reports of Multi-Stage Malware | Jan 30, 2023 | feature selectionIntrusion Detection | CodeCode Available | 0 | 5 |
| Learning Feature Sparse Principal Subspace | Dec 1, 2020 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| Learning task structure via sparsity grouped multitask learning | May 13, 2017 | feature selectionSparse Learning | CodeCode Available | 0 | 5 |
| Learning to Ask Medical Questions using Reinforcement Learning | Mar 31, 2020 | feature selectionreinforcement-learning | CodeCode Available | 0 | 5 |
| Bees Local Phase Quantization Feature Selection for RGB-D Facial Expressions Recognition | Aug 3, 2023 | feature selectionQuantization | CodeCode Available | 0 | 5 |
| Comprehensive Attribution: Inherently Explainable Vision Model with Feature Detector | Jul 27, 2024 | feature selection | CodeCode Available | 0 | 5 |
| BEAR: Sketching BFGS Algorithm for Ultra-High Dimensional Feature Selection in Sublinear Memory | Oct 26, 2020 | feature selection | CodeCode Available | 0 | 5 |
| Differentiable Unsupervised Feature Selection based on a Gated Laplacian | Jul 9, 2020 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Contrastive Principal Component Analysis | Sep 20, 2017 | Denoisingfeature selection | CodeCode Available | 0 | 5 |
| Convex Hull Approximation of Nearly Optimal Lasso Solutions | Oct 14, 2018 | Diversityfeature selection | CodeCode Available | 0 | 5 |
| Context-Based Tweet Engagement Prediction | Sep 28, 2023 | Feature Engineeringfeature selection | CodeCode Available | 0 | 5 |
| Accounting for Temporal Variability in Functional Magnetic Resonance Imaging Improves Prediction of Intelligence | Nov 11, 2022 | feature selectionFunctional Connectivity | 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 |
| Concrete Autoencoders for Differentiable Feature Selection and Reconstruction | Jan 27, 2019 | Decoderfeature selection | CodeCode Available | 0 | 5 |
| LOFS: Library of Online Streaming Feature Selection | Mar 2, 2016 | feature selection | CodeCode Available | 0 | 5 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | CodeCode Available | 0 | 5 |
| Approximate False Positive Rate Control in Selection Frequency for Random Forest | Oct 10, 2014 | feature selection | CodeCode Available | 0 | 5 |
| Conditional Latent Block Model: a Multivariate Time Series Clustering Approach for Autonomous Driving Validation | Aug 3, 2020 | Autonomous DrivingClustering | CodeCode Available | 0 | 5 |
| Approximation of the Proximal Operator of the _ Norm Using a Neural Network | Aug 20, 2024 | Computational EfficiencyFeature Importance | CodeCode Available | 0 | 5 |
| MACFE: A Meta-learning and Causality Based Feature Engineering Framework | Jul 8, 2022 | Feature Engineeringfeature selection | CodeCode Available | 0 | 5 |
| Condition Number Analysis of Kernel-based Density Ratio Estimation | Dec 15, 2009 | Density Ratio Estimationfeature selection | CodeCode Available | 0 | 5 |
| Conformal Recursive Feature Elimination | May 29, 2024 | Conformal Predictionfeature selection | CodeCode Available | 0 | 5 |