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Research article

First published 2021-09-15

Outburst prediction and influencing factors analysis based on Boruta-Apriori and BO-SVM algorithms

Zhang Zixian, Liu Xuning, Li Zhixiang [...]

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2025

ASENIDSB: A Stacked Ensemble- based Network Intrusion Detection System Optimized with Boruta Feature Selection

Anil Kumar Dasari, Saroj Kumar Biswas, Biswajit Purkayastha

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

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Research article

First published 2010-7

Boruta – A System for Feature Selection

Miron B. Kursa, Aleksander Jankowski, Witold R. Rudnicki

Fundamenta Informaticae

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Research article

First published 2023-01-05

Using improved feature extraction combined with RF-KNN classifier to predict coal and gas outburst

Xuning Liu, Zixian Zhang, Guoying Zhang

Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology

Open access

Research article

First published 2025

Application of XGBoost in the prediction of acute postoperative pain after major noncardiac surgery in older patients

Yang Sun, Kang Yu, Leyao Du [...]

Molecular Pain

Open access

Research article

First published 2025-7

Predictive model of double-J pipe scab size after radical total cystectomy based on Boruta feature selection and LASSO technique: A retrospective cross-sectional study

Cheng Shen, Haishun Ni, Zhan Chen [...]

Science Progress

Open access

Research article

First published 2025-4

Unraveling the Molecular Complexity of Myxomatous Mitral Valve Degeneration: Integrating Transcriptomic and miRNA Profiling Using Random Forests with Boruta Feature Selection

Michael A Hagler, Nassir Thalji, Nate T Russell [...]

Journal of the Heart Valve Society

Open access

Research article

First published 2022

Breast Cancer Classification on Multiparametric MRI – Increased Performance of Boosting Ensemble Methods

Alexandros Vamvakas, Dimitra Tsivaka, Andreas Logothetis [...]

Technology in Cancer Research & Treatment

Open access

Research article

First published 2025-12

Risk model for depression in patients with chronic prostatitis/chronic pelvic pain syndrome: A retrospective cross-sectional study

Cheng Shen, Yuanfei Ji, Wei Zhang [...]

Journal of International Medical Research

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Research article

First published 1988-4

Predictive model for deformation resistance in rolling based on torsion parameters

I. Schindler, J. Kliber, J. Bořuta

Materials Science and Technology

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