| Distributed and parallel time series feature extraction for industrial big data applications | Oct 25, 2016 | Binary ClassificationClassification | CodeCode Available | 0 |
| POCKET: Pruning Random Convolution Kernels for Time Series Classification from a Feature Selection Perspective | Sep 15, 2023 | Evolutionary Algorithmsfeature selection | CodeCode Available | 0 |
| Comparing Machine Learning Techniques for Alfalfa Biomass Yield Prediction | Oct 20, 2022 | Domain Adaptationfeature selection | CodeCode Available | 0 |
| Bees Local Phase Quantization Feature Selection for RGB-D Facial Expressions Recognition | Aug 3, 2023 | feature selectionQuantization | CodeCode Available | 0 |
| Offload Rethinking by Cloud Assistance for Efficient Environmental Sound Recognition on LPWANs | Feb 21, 2025 | feature selection | CodeCode Available | 0 |
| Adversarial Subspace Generation for Outlier Detection in High-Dimensional Data | Apr 10, 2025 | feature selectionOne-Class Classification | CodeCode Available | 0 |
| Comparative evaluation of state-of-the-art algorithms for SSVEP-based BCIs | Feb 2, 2016 | EEGElectroencephalogram (EEG) | CodeCode Available | 0 |
| FREEtree: A Tree-based Approach for High Dimensional Longitudinal Data With Correlated Features | Jun 17, 2020 | ClusteringComputational Efficiency | CodeCode Available | 0 |
| Diverse Online Feature Selection | Jun 12, 2018 | Diversityfeature selection | CodeCode Available | 0 |
| ProgNet: A Transferable Deep Network for Aircraft Engine Damage Propagation Prognosis under Real Flight Conditions | Dec 23, 2022 | DenoisingDimensionality Reduction | CodeCode Available | 0 |
| DIWIFT: Discovering Instance-wise Influential Features for Tabular Data | Jul 6, 2022 | feature selection | CodeCode Available | 0 |
| DLIME: A Deterministic Local Interpretable Model-Agnostic Explanations Approach for Computer-Aided Diagnosis Systems | Jun 24, 2019 | ClusteringFeature Importance | CodeCode Available | 0 |
| Assessing Dataset Quality Through Decision Tree Characteristics in Autoencoder-Processed Spaces | Jun 27, 2023 | feature selection | CodeCode Available | 0 |
| Prognostic Biomarker Identification for Pancreatic Cancer by Analyzing Multiple mRNA Microarray and microRNA Expression Datasets | Jun 21, 2023 | feature selection | CodeCode Available | 0 |
| Adversarial Infidelity Learning for Model Interpretation | Jun 9, 2020 | feature selectionmodel | CodeCode Available | 0 |
| Differentiable Unsupervised Feature Selection based on a Gated Laplacian | Jul 9, 2020 | Clusteringfeature selection | CodeCode Available | 0 |
| Projective Inference in High-dimensional Problems: Prediction and Feature Selection | Oct 4, 2018 | feature selectionVocal Bursts Intensity Prediction | CodeCode Available | 0 |
| DoubleEnsemble: A New Ensemble Method Based on Sample Reweighting and Feature Selection for Financial Data Analysis | Oct 3, 2020 | BIG-bench Machine Learningfeature selection | CodeCode Available | 0 |
| Comparative Analysis of Multi-Omics Integration Using Advanced Graph Neural Networks for Cancer Classification | Oct 5, 2024 | Cancer ClassificationData Integration | CodeCode Available | 0 |
| Do We Really Need Imputation in AutoML Predictive Modeling? | Apr 12, 2024 | Automatic Machine Learning Model SelectionAutoML | CodeCode Available | 0 |
| DPASF: A Flink Library for Streaming Data preprocessing | Oct 14, 2018 | feature selection | CodeCode Available | 0 |
| Projective Splitting with Forward Steps: Asynchronous and Block-Iterative Operator Splitting | Mar 19, 2018 | feature selection | CodeCode Available | 0 |
| From Pixels to Perception: Interpretable Predictions via Instance-wise Grouped Feature Selection | May 9, 2025 | Decision Makingfeature selection | CodeCode Available | 0 |
| Leveraging Model Inherent Variable Importance for Stable Online Feature Selection | Jun 18, 2020 | feature selection | CodeCode Available | 0 |
| DREAM: Drafting with Refined Target Features and Entropy-Adaptive Cross-Attention Fusion for Multimodal Speculative Decoding | May 25, 2025 | feature selection | CodeCode Available | 0 |
