| DeepDRK: Deep Dependency Regularized Knockoff for Feature Selection | Feb 27, 2024 | feature selection | CodeCode Available | 0 | 5 |
| Deep neural networks with controlled variable selection for the identification of putative causal genetic variants | Sep 29, 2021 | Computational Efficiencyfeature selection | CodeCode Available | 0 | 5 |
| Embedded Temporal Feature Selection for Time Series Forecasting Using Deep Learning | Oct 1, 2023 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| DigiVoice: Voice Biomarker Featurization and Analysis Pipeline | Jun 17, 2019 | Data Visualizationfeature selection | CodeCode Available | 0 | 5 |
| Enhancing Satellite Object Localization with Dilated Convolutions and Attention-aided Spatial Pooling | May 8, 2025 | feature selectionObject | CodeCode Available | 0 | 5 |
| Canonical-Correlation-Based Fast Feature Selection for Structural Health Monitoring | Jun 15, 2021 | Edge-computingfeature selection | CodeCode Available | 0 | 5 |
| Efficient Wrapper Feature Selection using Autoencoder and Model Based Elimination | May 28, 2019 | feature selectionGeneral Classification | CodeCode Available | 0 | 5 |
| An Interpretable Adaptive Multiscale Attention Deep Neural Network for Tabular Data | May 15, 2024 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Evaluating Meta-Feature Selection for the Algorithm Recommendation Problem | Jun 7, 2021 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| A Hybrid Ensemble Feature Selection Design for Candidate Biomarkers Discovery from Transcriptome Profiles | Jul 31, 2021 | feature selection | CodeCode Available | 0 | 5 |
| Binary Stochastic Filtering: feature selection and beyond | Jul 8, 2020 | feature selection | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Exact and Approximation Algorithms for Sparse PCA | Aug 28, 2020 | Dimensionality Reductionfeature selection | CodeCode Available | 0 | 5 |
| Binary Stochastic Filtering: a Method for Neural Network Size Minimization and Supervised Feature Selection | Feb 12, 2019 | feature selection | CodeCode Available | 0 | 5 |
| Explainable AI for Machine Fault Diagnosis: Understanding Features’ Contribution in Machine Learning Models for Industrial Condition Monitoring | Feb 4, 2023 | Fault DetectionFault Diagnosis | CodeCode Available | 0 | 5 |
| Tensor decomposition to Compress Convolutional Layers in Deep Learning | May 28, 2020 | Anomaly DetectionDeep Learning | CodeCode Available | 0 | 5 |
| ExploreKit: Automatic Feature Generation and Selection | Jan 1, 2016 | Automated Feature EngineeringBIG-bench Machine Learning | CodeCode Available | 0 | 5 |
| Binacox: automatic cut-point detection in high-dimensional Cox model with applications in genetics | Jul 25, 2018 | feature selectionSurvival Analysis | CodeCode Available | 0 | 5 |
| FailureSensorIQ: A Multi-Choice QA Dataset for Understanding Sensor Relationships and Failure Modes | Jun 3, 2025 | BenchmarkingFeature Engineering | CodeCode Available | 0 | 5 |
| Covariance-free Partial Least Squares: An Incremental Dimensionality Reduction Method | Oct 5, 2019 | Computational EfficiencyDimensionality Reduction | CodeCode Available | 0 | 5 |
| FANOK: Knockoffs in Linear Time | Jun 15, 2020 | feature selection | CodeCode Available | 0 | 5 |
| Fast2comm:Collaborative perception combined with prior knowledge | Apr 30, 2025 | feature selection | CodeCode Available | 0 | 5 |
| Fast Adaptive K-Means Subspace Clustering for High-Dimensional Data | Mar 1, 2019 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Crop Yield Prediction Using Deep Neural Networks | Feb 7, 2019 | Crop Yield Predictionfeature selection | CodeCode Available | 0 | 5 |
| D-Cube: Exploiting Hyper-Features of Diffusion Model for Robust Medical Classification | Nov 17, 2024 | Contrastive LearningDiagnostic | CodeCode Available | 0 | 5 |
