| Risk-Adjusted Performance of Random Forest Models in High-Frequency Trading | Dec 19, 2024 | Algorithmic TradingFeature Engineering | —Unverified | 0 | 0 |
| A Multi-Step Comparative Framework for Anomaly Detection in IoT Data Streams | May 22, 2025 | Anomaly Detectionfeature selection | —Unverified | 0 | 0 |
| Advanced Methods for Connectome-Based Predictive Modeling of Human Intelligence: A Novel Approach Based on Individual Differences in Cortical Topography | Mar 1, 2022 | feature selection | —Unverified | 0 | 0 |
| Decision Tree Based Wrappers for Hearing Loss | Feb 12, 2025 | Feature Engineeringfeature selection | —Unverified | 0 | 0 |
| Assessing the impact of emergency department short stay units using length-of-stay prediction and discrete event simulation | Aug 4, 2023 | Decision MakingDiagnostic | —Unverified | 0 | 0 |
| Decentralized Source Localization without Sensor Parameters in Wireless Sensor Networks | Sep 2, 2020 | feature selection | —Unverified | 0 | 0 |
| Assessing ML Classification Algorithms and NLP Techniques for Depression Detection: An Experimental Case Study | Apr 3, 2024 | Depression Detectionfeature selection | —Unverified | 0 | 0 |
| DC approximation approaches for sparse optimization | Jul 1, 2014 | feature selection | —Unverified | 0 | 0 |
| Day-ahead electricity price prediction applying hybrid models of LSTM-based deep learning methods and feature selection algorithms under consideration of market coupling | Jan 13, 2021 | Feature Importancefeature selection | —Unverified | 0 | 0 |
| Assessing Cyclostationary Malware Detection via Feature Selection and Classification | Aug 29, 2023 | Anomaly DetectionClassification | —Unverified | 0 | 0 |
| A Multimodal Perceived Stress Classification Framework using Wearable Physiological Sensors | Jun 22, 2022 | ClassificationEEG | —Unverified | 0 | 0 |
| A Comparison of Modeling Preprocessing Techniques | Feb 23, 2023 | Binary ClassificationFeature Importance | —Unverified | 0 | 0 |
| Dataset Optimization for Chronic Disease Prediction with Bio-Inspired Feature Selection | Dec 17, 2023 | Disease Predictionfeature selection | —Unverified | 0 | 0 |
| Assessing a Single Student's Concentration on Learning Platforms: A Machine Learning-Enhanced EEG-Based Framework | Feb 21, 2025 | EEGfeature selection | —Unverified | 0 | 0 |
| Dataset-Agnostic Recommender Systems | Jan 13, 2025 | Feature Engineeringfeature selection | —Unverified | 0 | 0 |
| Data Representation and Compression Using Linear-Programming Approximations | Nov 20, 2015 | Diversityfeature selection | —Unverified | 0 | 0 |
| A Multimodal Intermediate Fusion Network with Manifold Learning for Stress Detection | Mar 12, 2024 | Dimensionality Reductionfeature selection | —Unverified | 0 | 0 |
| Data-Driven Machine Learning Approaches for Predicting In-Hospital Sepsis Mortality | Aug 3, 2024 | feature selectionImputation | —Unverified | 0 | 0 |
| Data-Driven Learning of Boolean Networks and Functions by Optimal Causation Entropy Principle (BoCSE) | Jun 1, 2020 | Decision Makingfeature selection | —Unverified | 0 | 0 |
| A Sophisticated Framework for the Accurate Detection of Phishing Websites | Mar 13, 2024 | feature selection | —Unverified | 0 | 0 |
| Data-driven formulation of natural laws by recursive-LASSO-based symbolic regression | Feb 18, 2021 | BIG-bench Machine Learningfeature selection | —Unverified | 0 | 0 |
| Data-driven Feature Sampling for Deep Hyperspectral Classification and Segmentation | Oct 26, 2017 | Classificationfeature selection | —Unverified | 0 | 0 |
| ASMFS: Adaptive-Similarity-based Multi-modality Feature Selection for Classification of Alzheimer's Disease | Oct 16, 2020 | feature selectionGeneral Classification | —Unverified | 0 | 0 |
| A multimodal ensemble approach for clear cell renal cell carcinoma treatment outcome prediction | Dec 10, 2024 | feature selectionPrognosis | —Unverified | 0 | 0 |
| Data Driven based Dynamic Correction Prediction Model for NOx Emission of Coal Fired Boiler | Oct 29, 2021 | feature selection | —Unverified | 0 | 0 |