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uEFS: An efficient and comprehensive ensemble-based feature selection methodology to select informative features
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1002/047172842xopenalex-snapshot
Analyzing Microarray Gene Expression Data
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Using Ensemble Feature Selection Approach in Selecting Subset with Relevant Features
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Survey and Taxonomy of Feature Selection Algorithms in Intrusion Detection System
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Advances in Web Intelligence and Data Mining
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Feature Selection by Combining Multiple Methods
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Handbook of Data Intensive Computing
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Ensemble Feature Ranking Methods for Data Intensive Computing Applications
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Information Security and Cryptology
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Ensemble Feature Ranking
inferredcites →https://doi.org/10.1007/978-3-540-87481-2_21openalex-snapshot
Robust Feature Selection Using Ensemble Feature Selection Techniques
inferredcites →https://doi.org/10.1007/s10115-006-0040-8openalex-snapshot
Stability of feature selection algorithms: a study on high-dimensional spaces
inferredcites →https://doi.org/10.1016/b978-1-55860-247-2.50037-1openalex-snapshot
A Practical Approach to Feature Selection
inferredcites →https://doi.org/10.1016/c2009-0-27798-1openalex-snapshot
Machine Learning Proceedings 1993
inferredcites →https://doi.org/10.1016/j.eswa.2009.06.031openalex-snapshot
A decision rule-based method for feature selection in predictive data mining
inferredcites →https://doi.org/10.1016/j.eswa.2017.01.009openalex-snapshot
Ordinal-based and frequency-based integration of feature selection methods for sentiment analysis
inferredcites →https://doi.org/10.1016/j.ins.2014.05.042openalex-snapshot
A review of microarray datasets and applied feature selection methods
inferredcites →https://doi.org/10.1016/j.knosys.2016.11.017openalex-snapshot
Ensemble feature selection: Homogeneous and heterogeneous approaches
inferredcites →https://doi.org/10.1016/j.patrec.2004.08.015openalex-snapshot
A feature selection technique for classificatory analysis
inferredcites →https://doi.org/10.1016/s1088-467x(98)00029-8openalex-snapshot
Knowledge Visualization Techniques for Machine Learning
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Overcoming the Myopia of Inductive Learning Algorithms with RELIEFF
inferredcites →https://doi.org/10.1080/08839514.2014.883903openalex-snapshot
Robust Feature Selection Technique Using Rank Aggregation
inferredcites →https://doi.org/10.1093/bioinformatics/btm344openalex-snapshot
A review of feature selection techniques in bioinformatics
inferredcites →https://doi.org/10.1093/bioinformatics/btp630openalex-snapshot
Robust biomarker identification for cancer diagnosis with ensemble feature selection methods
inferredcites →https://doi.org/10.1109/access.2018.2817022openalex-snapshot
A Data-Driven Knowledge Acquisition System: An End-to-End Knowledge Engineering Process for Generating Production Rules
inferredcites →https://doi.org/10.1109/cicn.2015.267openalex-snapshot
A Survey on Feature Selection Techniques for Internet Traffic Classification
inferredcites →https://doi.org/10.1109/etcs.2010.248openalex-snapshot
Study on SVM Compared with the other Text Classification Methods
inferredcites →https://doi.org/10.1109/icet.2012.6375420openalex-snapshot
A feature subset selection method based on symmetric uncertainty and Ant Colony Optimization
inferredcites →https://doi.org/10.1109/icmla.2013.78openalex-snapshot
Data Analysis, Discharge Classifications, and Predictions of Hydrological Parameters for the Management of Rawal Dam in Pakistan
inferredcites →https://doi.org/10.1109/ijcnn.2006.1716381openalex-snapshot
Feature Selection Using Ensemble Based Ranking Against Artificial Contrasts
inferredcites →https://doi.org/10.1109/ijcnn.2007.4371032openalex-snapshot
A Comparative Analysis of Feature Selection Methods for Ensembles with Different Combination Methods
inferredcites →https://doi.org/10.1109/ijcnn.2012.6252467openalex-snapshot
Combining feature ranking algorithms through rank aggregation
inferredcites →https://doi.org/10.1109/tkde.2005.66openalex-snapshot
Toward integrating feature selection algorithms for classification and clustering
inferredcites →https://doi.org/10.1142/s0218213013500103openalex-snapshot
A NEW ENSEMBLE METHOD FOR FEATURE RANKING IN TEXT MINING
inferredcites →https://doi.org/10.1145/1068009.1068210openalex-snapshot
Automatic feature selection in neuroevolution
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A feature selection model based on genetic rank aggregation for text sentiment classification
inferredcites →https://doi.org/10.1186/s13638-016-0623-3openalex-snapshot
Ensemble-based multi-filter feature selection method for DDoS detection in cloud computing
inferredcites →https://doi.org/10.1198/jasa.2005.s60openalex-snapshot
Analyzing Microarray Gene Expression Data
inferredcites →https://doi.org/10.2298/yjor1101119nopenalex-snapshot
Toward optimal feature selection using ranking methods and classification algorithms
inferredcites →https://doi.org/10.48550/arxiv.1101.2320openalex-snapshot
Review and Evaluation of Feature Selection Algorithms in Synthetic Problems
inferredcites →https://doi.org/10.5281/zenodo.1415123openalex-snapshot
A Study On Feature Selection And Classification Techniques For Automatic Genre Classification Of Traditional Malay Music.
inferredcites →https://doi.org/10.52846/ami.v40i1.518openalex-snapshot
A Survey on Feature Ranking by Means of Evolutionary Computation
inferredcites →https://doi.org/10.5555/944919.944968openalex-snapshot
An introduction to variable and feature selection
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1002/cpe.7613openalex-snapshot
HMDE‐FS: A homogeneous distributed ensemble feature selection framework based on resampling with/without replacement
inferred← citeshttps://doi.org/10.1016/j.knosys.2022.109655openalex-snapshot
A hybrid ensemble feature selection design for candidate biomarkers discovery from transcriptome profiles
inferred← citeshttps://doi.org/10.1038/s41598-025-23062-3openalex-snapshot
Hybrid Synthetic Minority Over-sampling Technique (HSMOTE) and Ensemble Deep Dynamic Classifier Model (EDDCM) for big data analytics
inferred← citeshttps://doi.org/10.1109/access.2020.2984778openalex-snapshot
A Novel Configuration Tuning Method Based on Feature Selection for Hadoop MapReduce
inferred← citeshttps://doi.org/10.1109/access.2020.3040650openalex-snapshot
Ensemble Feature Ranking for Cost-Based Non-Overlapping Groups: A Case Study of Chronic Kidney Disease Diagnosis in Developing Countries
inferred← citeshttps://doi.org/10.1109/access.2022.3195872openalex-snapshot
KNN Normalized Optimization and Platform Tuning Based on Hadoop
inferred← citeshttps://doi.org/10.1109/bigdata66926.2025.11402619openalex-snapshot
FeatureCuts: Feature Selection for Large Data by Optimizing the Cutoff
inferred← citeshttps://doi.org/10.1109/jsen.2020.3000756openalex-snapshot
Information-Theoretic Ensemble Feature Selection With Multi-Stage Aggregation for Sensor Array Optimization
inferred← citeshttps://doi.org/10.1109/southeastcon52093.2024.10500057openalex-snapshot
Feature Selection in High-Dimensional Space with Applications to Gene Expression Data
inferred← citeshttps://doi.org/10.1109/tencon61640.2024.10903022openalex-snapshot
Detection of Neurological Disorders Using Advanced AI Techniques
inferred← citeshttps://doi.org/10.1111/exsy.12401openalex-snapshot
A knowledge construction methodology to automate case‐based learning using clinical documents
inferred← citeshttps://doi.org/10.1142/s021800142250032xopenalex-snapshot
R-GEFS: Condorcet Rank Aggregation with Graph Theoretic Ensemble Feature Selection Algorithm for Classification
inferred← citeshttps://doi.org/10.1186/s40345-024-00365-4openalex-snapshot
Machine learning-driven simplification of the hypomania checklist-32 for adolescent: a feature selection approach
inferred← citeshttps://doi.org/10.17762/ijritcc.v11i3s.6160openalex-snapshot
Analysis of Rank Aggregation Techniques for Rank Based on the Feature Selection Technique
inferred← citeshttps://doi.org/10.17762/ijritcc.v11i4.6378openalex-snapshot
Data-driven based Optimal Feature Selection Algorithm using Ensemble Techniques for Classification
inferred← citeshttps://doi.org/10.21203/rs.2.21664/v2openalex-snapshot
WITHDRAWN: Exploring the Effectiveness of Convolutional Neural Network with Ensemble Technique
inferred← citeshttps://doi.org/10.3390/app10165663openalex-snapshot
Cost-Sensitive Ensemble Feature Ranking and Automatic Threshold Selection for Chronic Kidney Disease Diagnosis
inferred← citeshttps://doi.org/10.3390/biomedinformatics4010027openalex-snapshot
Weighted Rank Difference Ensemble: A New Form of Ensemble Feature Selection Method for Medical Datasets
inferred← citeshttps://doi.org/10.3390/metabo11060389openalex-snapshot
Feature Ranking and Screening for Class-Imbalanced Metabolomics Data Based on Rank Aggregation Coupled with Re-Balance
inferred← citeshttps://doi.org/10.35234/fumbd.573630openalex-snapshot
Evrişimsel Sinir Ağı Modellerinde Özellik Seçim Yöntemlerini Kullanarak Çiçek Görüntülerinin Sınıflandırılması
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An Ensemble Approach to Enhance the Efficacy of Sentiment Prediction
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