| Enhancing Interpretability and Generalizability in Extended Isolation Forests | Oct 9, 2023 | Anomaly DetectionFeature Importance | CodeCode Available | 0 | 5 |
| Delay Estimation Based on Multiple Stage Message Passing With Attention Mechanism Using a Real Network Communication Dataset | Dec 10, 2024 | feature selection | CodeCode Available | 0 | 5 |
| Improving random walk rankings with feature selection and imputation | Nov 29, 2021 | feature selectionImputation | CodeCode Available | 0 | 5 |
| Deep Unsupervised Feature Selection by Discarding Nuisance and Correlated Features | Oct 11, 2021 | feature selection | CodeCode Available | 0 | 5 |
| A topological data analysis based classification method for multiple measurements | Apr 5, 2019 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Depth linear discrimination-oriented feature selection method based on adaptive sine cosine algorithm for software defect prediction | May 20, 2024 | feature selection | CodeCode Available | 0 | 5 |
| A tree-based varying coefficient model | Jan 11, 2024 | Feature Importancefeature 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 |
| DeepPINK: reproducible feature selection in deep neural networks | Sep 4, 2018 | feature selection | CodeCode Available | 0 | 5 |
| Describing objects by their attributes | Aug 18, 2019 | Attributefeature selection | CodeCode Available | 0 | 5 |
| Attentional Neural Network: Feature Selection Using Cognitive Feedback | Nov 19, 2014 | feature selectionGeneral Classification | CodeCode Available | 0 | 5 |
| Integrate Multi-omic Data Using Affinity Network Fusion (ANF) for Cancer Patient Clustering | Aug 23, 2017 | Clusteringfeature selection | CodeCode Available | 0 | 5 |
| Attentive Deep Regression Networks for Real-Time Visual Face Tracking in Video Surveillance | Aug 10, 2019 | feature selectionObject Tracking | CodeCode Available | 0 | 5 |
| A novel evaluation methodology for supervised Feature Ranking algorithms | Jul 9, 2022 | BenchmarkingFeature Importance | CodeCode Available | 0 | 5 |
| A novel embedded min-max approach for feature selection in nonlinear support vector machine classification | Apr 21, 2020 | Classificationfeature selection | CodeCode Available | 0 | 5 |
| Interpretable Deep Learning Methods for Multiview Learning | Feb 15, 2023 | Deep Learningfeature selection | 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 |
| Deep Learning as a Competitive Feature-Free Approach for Automated Algorithm Selection on the Traveling Salesperson Problem | Jun 29, 2020 | feature selection | CodeCode Available | 0 | 5 |
| A Comparative Analysis of Feature Selection Methods for Biomarker Discovery in Study of Toxicant-treated Atlantic Cod (Gadus morhua) Liver | May 20, 2019 | feature selection | CodeCode Available | 0 | 5 |
| Deep Feature Selection using a Teacher-Student Network | Mar 17, 2019 | ClusteringDimensionality Reduction | CodeCode Available | 0 | 5 |
| DeepLINK-T: deep learning inference for time series data using knockoffs and LSTM | Apr 5, 2024 | Deep Learningfeature selection | CodeCode Available | 0 | 5 |
| Decoding Cognitive Health Using Machine Learning: A Comprehensive Evaluation for Diagnosis of Significant Memory Concern | May 11, 2024 | Alzheimer's Disease Detectionfeature 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 |
| An Attention-Based Algorithm for Gravity Adaptation Zone Calibration | Oct 6, 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 |
