| An Efficient Binary Harris Hawks Optimization based on Quantum SVM for Cancer Classification Tasks | Feb 24, 2022 | Cancer Classificationfeature selection | —Unverified | 0 |
| Improving the Level of Autism Discrimination through GraphRNN Link Prediction | Feb 19, 2022 | feature selectionFunctional Connectivity | —Unverified | 0 |
| An Integrated Optimization and Machine Learning Models to Predict the Admission Status of Emergency Patients | Feb 18, 2022 | feature selectionSensitivity | —Unverified | 0 |
| Using the left Gram matrix to cluster high dimensional data | Feb 16, 2022 | ClusteringDimensionality Reduction | —Unverified | 0 |
| A Machine Learning Framework for Event Identification via Modal Analysis of PMU Data | Feb 14, 2022 | feature selection | —Unverified | 0 |
| Feature Construction and Selection for PV Solar Power Modeling | Feb 13, 2022 | BIG-bench Machine Learningfeature selection | —Unverified | 0 |
| Wind power ramp prediction algorithm based on wavelet deep belief network | Feb 11, 2022 | feature selectionPrediction | —Unverified | 0 |
| Explainable Predictive Modeling for Limited Spectral Data | Feb 9, 2022 | feature selection | —Unverified | 0 |
| Learning Sinkhorn divergences for supervised change point detection | Feb 8, 2022 | Change DetectionChange Point Detection | —Unverified | 0 |
| EvoPruneDeepTL: An Evolutionary Pruning Model for Transfer Learning based Deep Neural Networks | Feb 8, 2022 | Computational Efficiencyfeature selection | CodeCode Available | 0 |
| A comprehensive survey on computational learning methods for analysis of gene expression data | Feb 7, 2022 | Dimensionality Reductionfeature selection | —Unverified | 0 |
| Feature Selection With Maximal Relevance and Minimal Supervised Redundancy | Feb 7, 2022 | Classificationfeature selection | CodeCode Available | 0 |
| The application of Evolutionary and Nature Inspired Algorithms in Data Science and Data Analytics | Feb 6, 2022 | Clusteringfeature selection | —Unverified | 0 |
| Interpretability methods of machine learning algorithms with applications in breast cancer diagnosis | Feb 4, 2022 | BIG-bench Machine LearningDiagnostic | —Unverified | 0 |
| Generalizability of Machine Learning Models: Quantitative Evaluation of Three Methodological Pitfalls | Feb 1, 2022 | BIG-bench Machine LearningData Augmentation | —Unverified | 0 |
| Combined Pruning for Nested Cross-Validation to Accelerate Automated Hyperparameter Optimization for Embedded Feature Selection in High-Dimensional Data with Very Small Sample Sizes | Feb 1, 2022 | feature selectionHyperparameter Optimization | —Unverified | 0 |
| Submodularity In Machine Learning and Artificial Intelligence | Jan 31, 2022 | Abstractive Text SummarizationBIG-bench Machine Learning | —Unverified | 0 |
| Constructing coarse-scale bifurcation diagrams from spatio-temporal observations of microscopic simulations: A parsimonious machine learning approach | Jan 31, 2022 | feature selection | —Unverified | 0 |
| Compactness Score: A Fast Filter Method for Unsupervised Feature Selection | Jan 31, 2022 | Decision MakingDimensionality Reduction | —Unverified | 0 |
| Sparse Centroid-Encoder: A Nonlinear Model for Feature Selection | Jan 30, 2022 | AttributeDimensionality Reduction | —Unverified | 0 |
| Early Detection of Network Attacks Using Deep Learning | Jan 27, 2022 | Deep Learningfeature selection | —Unverified | 0 |
| Machine Learning for Stock Prediction Based on Fundamental Analysis | Jan 26, 2022 | BIG-bench Machine LearningDecision Making | —Unverified | 0 |
| Survival Prediction of Children Undergoing Hematopoietic Stem Cell Transplantation Using Different Machine Learning Classifiers by Performing Chi-squared Test and Hyper-parameter Optimization: A Retrospective Analysis | Jan 22, 2022 | Diagnosticfeature selection | —Unverified | 0 |
| Contrastive and Selective Hidden Embeddings for Medical Image Segmentation | Jan 21, 2022 | Contrastive Learningfeature selection | CodeCode Available | 0 |
| Nonparametric Feature Selection by Random Forests and Deep Neural Networks | Jan 18, 2022 | BIG-bench Machine LearningComputational Efficiency | —Unverified | 0 |