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   Articles with "recursive feature" as a keyword



Joint hybrid recursive feature elimination based channel selection and ResGCN for cross session MI recognition

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recommendations! Published in 2024 at "Scientific Reports"

DOI: 10.1038/s41598-024-73536-z

Abstract: In the field of brain-computer interface (BCI) based on motor imagery (MI), multi-channel electroencephalography (EEG) data is commonly utilized for MI task recognition to achieve sensory compensation or precise human-computer interaction. However, individual physiological differences,… read more here.

Keywords: recognition; feature elimination; channel selection; channel ... See more keywords

Linear Recursive Feature Machines provably recover low-rank matrices

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recommendations! Published in 2024 at "Proceedings of the National Academy of Sciences of the United States of America"

DOI: 10.1073/pnas.2411325122

Abstract: Significance Understanding the mechanism of how neural networks learn features from data is a fundamental problem in machine learning. Our work explicitly connects the mechanism of neural feature learning to a widely used class of… read more here.

Keywords: machines provably; linear recursive; provably recover; feature ... See more keywords

LightGBM-Based Fault Diagnosis of Rotating Machinery Under Changing Working Conditions Using Modified Recursive Feature Elimination

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recommendations! Published in 2022 at "IEEE Access"

DOI: 10.1109/access.2022.3195939

Abstract: This article presents an intelligent and accurate framework for fault diagnosis of induction motors using light gradient boosting machine (LightGBM). The proposed framework offers promising generalization ability when the testing data contains new unseen operating… read more here.

Keywords: recursive feature; fault diagnosis; lightgbm; feature ... See more keywords
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WERFE: A Gene Selection Algorithm Based on Recursive Feature Elimination and Ensemble Strategy

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recommendations! Published in 2020 at "Frontiers in Bioengineering and Biotechnology"

DOI: 10.3389/fbioe.2020.00496

Abstract: Gene selection algorithm in micro-array data classification problem finds a small set of genes which are most informative and distinctive. A well-performed gene selection algorithm should pick a set of genes that achieve high performance… read more here.

Keywords: gene selection; selection algorithm; recursive feature; feature elimination ... See more keywords

CRISP: a correlation-filtered recursive feature elimination and integration of SMOTE pipeline for gait-based Parkinson’s disease screening

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recommendations! Published in 2025 at "Frontiers in Computational Neuroscience"

DOI: 10.3389/fncom.2025.1660963

Abstract: Introduction Parkinson’s disease (PD) is the fastest-growing neurodegenerative disorder, with subtle gait changes such as reduced vertical ground-reaction forces (VGRF) often preceding motor symptoms. These gait abnormalities, measurable via wearable VGRF sensors, offer a non-invasive… read more here.

Keywords: correlation; feature elimination; feature; recursive feature ... See more keywords

Counting Crowded Soybean Pods Based on Deformable Attention Recursive Feature Pyramid

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recommendations! Published in 2023 at "Agronomy"

DOI: 10.3390/agronomy13061507

Abstract: Counting the soybean pods automatically has been one of the key ways to realize intelligent soybean breeding in modern smart agriculture. However, the pod counting accuracy for whole soybean plants is still limited due to… read more here.

Keywords: feature; feature pyramid; attention recursive; soybean pods ... See more keywords

Predicting Overall Survival Time in Glioblastoma Patients Using Gradient Boosting Machines Algorithm and Recursive Feature Elimination Technique

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recommendations! Published in 2021 at "Cancers"

DOI: 10.3390/cancers13194976

Abstract: Simple Summary Despite the highly aggressive nature of glioblastoma multiforme (GBM), survival time is in practice highly variable, and some of the patients remain stable for several years after treatment. The aim of this study… read more here.

Keywords: machine; survival time; time; feature elimination ... See more keywords

Automatic and Early Detection of Parkinson’s Disease by Analyzing Acoustic Signals Using Classification Algorithms Based on Recursive Feature Elimination Method

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recommendations! Published in 2023 at "Diagnostics"

DOI: 10.3390/diagnostics13111924

Abstract: Parkinson’s disease (PD) is a neurodegenerative condition generated by the dysfunction of brain cells and their 60–80% inability to produce dopamine, an organic chemical responsible for controlling a person’s movement. This condition causes PD symptoms… read more here.

Keywords: feature elimination; parkinson disease; voice; recursive feature ... See more keywords
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A Fetal Well-Being Diagnostic Method Based on Cardiotocographic Morphological Pattern Utilizing Autoencoder and Recursive Feature Elimination

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recommendations! Published in 2023 at "Diagnostics"

DOI: 10.3390/diagnostics13111931

Abstract: Cardiotocography (CTG), which measures the fetal heart rate (FHR) and maternal uterine contractions (UC) simultaneously, is used for monitoring fetal well-being during delivery or antenatally at the third trimester. Baseline FHR and its response to… read more here.

Keywords: morphological pattern; feature; fetal well; model ... See more keywords

Link Prediction in Complex Networks Using Recursive Feature Elimination and Stacking Ensemble Learning

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recommendations! Published in 2022 at "Entropy"

DOI: 10.3390/e24081124

Abstract: Link prediction is an important task in the field of network analysis and modeling, and predicts missing links in current networks and new links in future networks. In order to improve the performance of link… read more here.

Keywords: stacking ensemble; prediction; link prediction; recursive feature ... See more keywords

CCrFS: Combine Correlation Features Selection for Detecting Phishing Websites Using Machine Learning

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recommendations! Published in 2022 at "Future Internet"

DOI: 10.3390/fi14080229

Abstract: Internet users are continually exposed to phishing as cybercrime in the 21st century. The objective of phishing is to obtain sensitive information by deceiving a target and using the information for financial gain. The information… read more here.

Keywords: information; machine learning; correlation recursive; correlation ... See more keywords