Search Results - "Recursive feature elimination"

Rectified Adam Optimizer and LSTM with Attention Mechanism for ECG-Based Multi-class Classification of Cardiac Arrhythmia

Authors: Sivaranjani, T. Sasikumar, B. Sugitha, G.

Source: Radioengineering, Vol 34, Iss 2, Pp 195-205 (2025)

Subject Terms: cardiac arrhythmia, sparse low-rank filter, recursive feature elimination, rectified Adam optimizer, Electrical engineering. Electronics. Nuclear engineering, electrocardiogram, long short-term memory, rectified adam optimizer, attention mechanism, Cardiac arrhythmia, TK1-9971

File Description: text; application/pdf

Access URL: https://doaj.org/article/21c03952755b4a069c2a2454cf5dacb7
https://hdl.handle.net/11012/250914

Improved logistic regression combined with recursive feature elimination for investigating key influencing factors of Tornado Kick Turn in Wushu Routines

Authors: Man Xu Yichen Shu Yiyan Hua et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-12 (2025)

Subject Terms: Wushu routines, Tornado-kick-turn, Logistic regression, K-fold cross-validation, Recursive feature elimination, Physical education issue, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/a4d6de4f11eb42708234b084ea4b5807

Modelling of hybrid deep learning framework with recursive feature elimination for distributed denial of service attack detection systems

Authors: Sultan Alkhliwi

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-23 (2025)

Subject Terms: Artificial intelligence, Applied mathematics, Distributed denial of service attack, Cybersecurity, Recursive feature elimination, Hybrid deep learning, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/1bb72c3d25574f5598d323b1716daef3

Blood pressure abnormality detection and interpretation utilizing explainable artificial intelligence

Authors: Hedayetul Islam Md. Sadiq Iqbal Muhammad Minoar Hossain

Source: Intelligent Medicine, Vol 5, Iss 1, Pp 54-65 (2025)

Subject Terms: Recursive feature elimination, Machine learning, Principal component analysis, Medical technology, Explainable artificial intelligence, R855-855.5, Shapley additive explanations

Access URL: https://doaj.org/article/a8f8c1e740c0441d806d3ad9aabe441d

A Novel SHiP Vector Machine for Network Intrusion Detection

Authors: Sowmya T. E. A. Mary Anita

Source: IEEE Access, Vol 13, Pp 117445-117463 (2025)

Subject Terms: Electrical engineering. Electronics. Nuclear engineering, PSD-23 dataset, SHiP vector machine (sophisticated high performance vector machine), DoS dataset recursive feature elimination (RFE), TK1-9971

Access URL: https://doaj.org/article/0c5386c810ce4a14be318b254be604c3

Employee Turnover Prediction Model Based on Feature Selection and Imbalanced Data Handling

Authors: Yuan Fang Zhongqiu Zhang

Source: IEEE Access, Vol 13, Pp 126736-126755 (2025)

Subject Terms: human resource management, machine learning, Kaggle HR dataset, recursive feature elimination (RFE), generative adversarial networks (GAN), Electrical engineering. Electronics. Nuclear engineering, Employee turnover prediction, TK1-9971

Access URL: https://doaj.org/article/8777ce23dee64811a8315e8096ef1dd4

Correlating Data-Driven Muscle Selection Approaches to Synergies for Gait Prediction

Authors: Annika Guez C. Sebastian Mancero Castillo Balint Hodossy et al.

Source: IEEE Transactions on Neural Systems and Rehabilitation Engineering, Vol 33, Pp 945-955 (2025)

Subject Terms: Male, Adult, Principal Component Analysis, Knee Joint, principal component analysis, Electromyography, Reproducibility of Results, RM1-950, Exoskeleton Device, Biomechanical Phenomena, multi-layer perceptron, channel selection, Young Adult, recursive feature elimination, Medical technology, Humans, Female, Therapeutics. Pharmacology, Neural Networks, Computer, Electromyography (EMG), R855-855.5, Muscle, Skeletal, Gait, Algorithms

Access URL: https://pubmed.ncbi.nlm.nih.gov/40031561
https://doaj.org/article/ffda32bc11444a4fbffbaa5008b03a89

Development and validation of a novel AI-derived index for predicting COPD medical costs in clinical practice

Authors: Guan-Heng Liu Chin-Ling Li Chih-Yuan Yang et al.

Source: Comput Struct Biotechnol J
Computational and Structural Biotechnology Journal, Vol 27, Iss, Pp 541-547 (2025)

Subject Terms: Gradient boosting model, Recursive Feature Elimination, COPD, 5-fold cross-validation, MCPI, TP248.13-248.65, Biotechnology, Research Article

Access URL: https://pubmed.ncbi.nlm.nih.gov/39981294
https://doaj.org/article/44e9d245656d4333b5e114cb3158f752

Integrating Advanced Techniques: RFE-SVM Feature Engineering and Nelder-Mead Optimized XGBoost for Accurate Lung Cancer Prediction

Authors: Ayad, Sarah Al-Jamimi, Hamdi A. El Kheir, Ammar et al.

Contributors: Ayad, Sarah Al-Jamimi, Hamdi A. El Kheir, Ammar et al.

Source: IEEE Access, Vol 13, Pp 29589-29600 (2025)

Subject Terms: Support vectors machine, Feature engineerings, Lung Cancer, Computer Science (all), Medical data sets, Early prediction, Sciences de la santé humaine, TK1-9971, Nelder meads, Recursive feature elimination, Médecine de laboratoire & technologie médicale, feature engineering, lung cancer, Engineering (all), Laboratory medicine & medical technology, Cancer prediction, Xgboost, Patient survivals, Materials Science (all), Electrical engineering. Electronics. Nuclear engineering, Human health sciences, XGBoost

Access URL: https://doaj.org/article/e13e005b68ca4c978837252d55c3146b
https://hdl.handle.net/2268/333224
https://doi.org/10.1109/ACCESS.2025.3536034

Feature Selection and Classification Optimization of Transformer Oil Odor Data With Recursive Feature Elimination Using Grid Search and Cross-Validation

Authors: Bilge Han Tozlu

Source: IEEE Access, Vol 13, Pp 21043-21051 (2025)

Subject Terms: electronic nose, ExtraTreesClassifier, feature selection, dielectric breakdown voltage test, classification algorithms, recursive feature elimination, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

Access URL: https://doaj.org/article/a215c46f431145459078f7d4451e7ad1

Retrieval of Land Surface Temperature From Passive Microwave Observations Using CatBoost-Based Adaptive Feature Selection

Authors: Yang Dai Yingbao Yang Xin Pan et al.

Source: IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 18, Pp 4949-4963 (2025)

Subject Terms: Ocean engineering, Catboost, land surface temperature (LST), remote sensing, QC801-809, recursive feature elimination (RFE), Geophysics. Cosmic physics, passive microwave (PMW), TC1501-1800

Access URL: https://doaj.org/article/f3a12ad9e9fc4a1988b9381534e3b54a

Advancing Voice Authentication: Insights from Cepstral Coefficients and Recursive Feature Elimination in Speech Signal

Authors: Di Cesare M. G. Cardone D. Merla A. et al.

Source: 2024 E-Health and Bioengineering Conference (EHB). :1-4

Subject Terms: Artificial Speech Detection, Cepstral Coefficients, Machine Learning, Recursive Feature Elimination

Access URL: https://hdl.handle.net/11564/853758
https://doi.org/10.1109/EHB64556.2024.10805645

Integration of recursive feature elimination in renewable energy sources with evaluation based on relative utility and nonlinear standardization

Authors: Riaz, Muhammad Alcantud, José Carlos R. Yasin, Yasir et al.

Subject Terms: Optimization, 53 Ciencias Económicas, Recursive Feature Elimination, Renewable energy source selection

Access URL: https://hdl.handle.net/10366/167458

An intelligent deep representation learning with enhanced feature selection approach for cyberattack detection in internet of things enabled cloud environment

Authors: Hayam Alamro Sami Saad Albouq Jahangir Khan et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-20 (2025)

Subject Terms: Cyber attack detection, Cybersecurity, Internet of things, Feature selection, Recursive feature elimination, Information gain, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/a213f6f2344c4b4d94a4858b0c2ba583

Attention-driven hybrid deep learning and SVM model for early Alzheimer’s diagnosis using neuroimaging fusion

Authors: Arjun Kidavunil Paduvilan Godlin Atlas Lawrence Livingston Sampath Kumar Kuppuchamy et al.

Source: BMC Medical Informatics and Decision Making, Vol 25, Iss 1, Pp 1-19 (2025)

Subject Terms: Neuroimaging, Machine learning, Alzheimer's disease (AD), Disease detection, Classification accuracy, Recursive feature elimination, Computer applications to medicine. Medical informatics, R858-859.7

File Description: electronic resource

Relation: https://doaj.org/toc/1472-6947

Access URL: https://doaj.org/article/aa860beef4104341a005d7bf3b0d99d8

Research on bolt loosening recognition based on sound signal and GA-SVM–RFE

Authors: Li-Ye Hou De-Bing Zhuo

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-13 (2025)

Subject Terms: Loose bolts, Sound signal, Support vector machine, Genetic algorithm, Recursive feature elimination, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/f22e32439e9f430d97198e66f3332413

Ultrasound derived deep learning features for predicting axillary lymph node metastasis in breast cancer using graph convolutional networks in a multicenter study

Authors: Enock Adjei Agyekum Wentao Kong Doris Nti Agyekum et al.

Source: Scientific Reports, Vol 15, Iss 1, Pp 1-16 (2025)

Subject Terms: Axillary lymph node metastasis, Breast cancer, Deep learning features, Recursive feature elimination, Graph convolutional network, Medicine, Science

File Description: electronic resource

Relation: https://doaj.org/toc/2045-2322

Access URL: https://doaj.org/article/99cbf839326c443da902924bdaf9209c

Deep learning and support vector machine-recursive feature elimination-based network intrusion detection model

Authors: YE Qing ZHANG Yannian WU Hao

Source: Dianxin kexue, Vol 41, Pp 108-119 (2025)

Subject Terms: intrusion detection model, deep learning, recursive feature elimination, ensemble learning, Telecommunication, TK5101-6720, Technology

File Description: electronic resource

Relation: https://doaj.org/toc/1000-0801

Access URL: https://doaj.org/article/94d275917cca47fcb9d5578186de756a

An automatically recursive feature elimination method based on threshold decision in random forest classification

Authors: Chao Chen Jintao Liang Weiwei Sun et al.

Source: Geo-spatial Information Science, Vol 28, Iss 4, Pp 1494-1519 (2025)

Subject Terms: Recursive feature elimination (RFE), land use and land cover (LULC), Random Forest (RF), Gini, machine learning, remote sensing, Mathematical geography. Cartography, GA1-1776, Geodesy, QB275-343

File Description: electronic resource

Relation: https://doaj.org/toc/1009-5020; https://doaj.org/toc/1993-5153

Access URL: https://doaj.org/article/e24307f3997c4f07ae6f4a7475e615ef

Evaluation of Supervised Machine Learning Models with Recursive Feature Elimination for Network Traffic Attack Classification

Authors: Fele, Taiwo

Subject Terms: Network Traffic Attack CIC-IDS 2017, Machine Learning Algorithms, Recursive Feature Elimination, Attacks Classification, Feature Selection