| Optimizing model-agnostic Random Subspace ensembles | Sep 7, 2021 | Feature Importancefeature selection | CodeCode Available | 0 |
| Scalable Feature Selection for (Multitask) Gradient Boosted Trees | Sep 5, 2021 | feature selection | —Unverified | 0 |
| Analysis of MRI Biomarkers for Brain Cancer Survival Prediction | Sep 3, 2021 | feature selectionSurvival Prediction | —Unverified | 0 |
| What drives bitcoin? An approach from continuous local transfer entropy and deep learning classification models | Sep 2, 2021 | feature selectionVariable Selection | —Unverified | 0 |
| MrSQM: Fast Time Series Classification with Symbolic Representations | Sep 2, 2021 | Classificationfeature selection | CodeCode Available | 1 |
| Optimization Networks for Integrated Machine Learning | Sep 1, 2021 | BIG-bench Machine LearningCombinatorial Optimization | —Unverified | 0 |
| An Empirical Study on the Joint Impact of Feature Selection and Data Re-sampling on Imbalance Classification | Sep 1, 2021 | ClassificationDimensionality Reduction | —Unverified | 0 |
| Feature Analysis for Machine Learning-based IoT Intrusion Detection | Aug 29, 2021 | Computational Efficiencyfeature selection | —Unverified | 0 |
| Application of Classification and Feature Selection in Building Energy Simulations | Aug 27, 2021 | Decision Makingfeature selection | —Unverified | 0 |
| LassoLayer: Nonlinear Feature Selection by Switching One-to-one Links | Aug 27, 2021 | feature selection | —Unverified | 0 |
| DeepGene Transformer: Transformer for the gene expression-based classification of cancer subtypes | Aug 26, 2021 | ClassificationDecision Making | —Unverified | 0 |
| Attention-based Neural Load Forecasting: A Dynamic Feature Selection Approach | Aug 25, 2021 | Decoderfeature selection | —Unverified | 0 |
| A Novel Solution of an Elastic Net Regularization for Dementia Knowledge Discovery using Deep Learning | Aug 21, 2021 | Classificationfeature selection | —Unverified | 0 |
| Improvement of a Prediction Model for Heart Failure Survival through Explainable Artificial Intelligence | Aug 20, 2021 | Explainable artificial intelligencefeature selection | —Unverified | 0 |
| Effective and scalable clustering of SARS-CoV-2 sequences | Aug 18, 2021 | Clusteringfeature selection | —Unverified | 0 |
| FaPN: Feature-aligned Pyramid Network for Dense Image Prediction | Aug 16, 2021 | feature selectionPrediction | CodeCode Available | 1 |
| An Empirical Study on Predictability of Software Code Smell Using Deep Learning Models | Aug 8, 2021 | Deep Learningfeature selection | —Unverified | 0 |
| Dynamic Prediction Model for NOx Emission of SCR System Based on Hybrid Data-driven Algorithms | Aug 3, 2021 | feature selectionFLUE | —Unverified | 0 |
| Edinburgh’s End-to-End Multilingual Speech Translation System for IWSLT 2021 | Aug 1, 2021 | Data Augmentationfeature selection | —Unverified | 0 |
| Alignment Rationale for Natural Language Inference | Aug 1, 2021 | feature selectionNatural Language Inference | —Unverified | 0 |
| Beyond Sentence-Level End-to-End Speech Translation: Context Helps | Aug 1, 2021 | Computational Efficiencyfeature selection | —Unverified | 0 |
| A Hybrid Ensemble Feature Selection Design for Candidate Biomarkers Discovery from Transcriptome Profiles | Jul 31, 2021 | feature selection | CodeCode Available | 0 |
| RSO: A Novel Reinforced Swarm Optimization Algorithm for Feature Selection | Jul 29, 2021 | feature selectionReinforcement Learning (RL) | —Unverified | 0 |
| Combining Machine Learning Classifiers for Stock Trading with Effective Feature Extraction | Jul 28, 2021 | BIG-bench Machine LearningEnsemble Learning | CodeCode Available | 0 |
| Identifying the fragment structure of the organic compounds by deeply learning the original NMR data | Jul 25, 2021 | feature selection | —Unverified | 0 |
