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Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection

Applied soft computing, 2022-07, Vol.124, p.109046, Article 109046

2022

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Re-ranking and TOPSIS-based ensemble feature selection with multi-stage aggregation for text categorization

Pattern recognition letters, 2023-04, Vol.168, p.47-56

2023

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Innovative framework for accurate and transparent forecasting of energy consumption: A fusion of feature selection and interpretable machine learning

Applied energy, 2024-07, Vol.366, p.123314, Article 123314

2024

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Ensemble learning-based filter-centric hybrid feature selection framework for high-dimensional imbalanced data

Knowledge-based systems, 2021-05, Vol.220, p.106901, Article 106901

2021

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Hybrid feature ranking and classifier aggregation based on multi-criteria decision-making

Expert systems with applications, 2024-03, Vol.238, p.122193, Article 122193

2024

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ECM-EFS: An ensemble feature selection based on enhanced co-association matrix

Pattern recognition, 2023-07, Vol.139, p.109449, Article 109449

2023

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A pareto-based ensemble of feature selection algorithms

Expert systems with applications, 2021-10, Vol.180, p.115130, Article 115130

2021

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A novel ensemble feature selection method by integrating multiple ranking information combined with an SVM ensemble model for enterprise credit risk prediction in the supply chain

Expert systems with applications, 2022-08, Vol.200, p.117002, Article 117002

2022

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Feature selection and its combination with data over-sampling for multi-class imbalanced datasets

Applied soft computing, 2024-03, Vol.153, p.111267, Article 111267

2024

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An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic

Knowledge-based systems, 2021-12, Vol.233, p.107538, Article 107538

2021

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EVALUATING THE PERFORMANCE OF BITCOIN PRICE FORECASTING USING MACHINE LEARNING TECHNIQUES ON HISTORICAL DATA

Informatyka, automatyka, pomiary w gospodarce i ochronie środowiska, 2024-06, Vol.14 (2), p.101-108

2024

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Neighborhood rough set based ensemble feature selection with cross-class sample granulation

Applied soft computing, 2022-12, Vol.131, p.109747, Article 109747

2022

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Vibration signal-based defect detection method for railway signal relay using parameter-optimized VMD and ensemble feature selection

Control engineering practice, 2023-10, Vol.139, p.105630, Article 105630

2023

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Robust clinical marker identification for diabetic kidney disease with ensemble feature selection

Journal of the American Medical Informatics Association : JAMIA, 2019-03, Vol.26 (3), p.242-253

2019

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Ensemble of feature selection algorithms: a multi-criteria decision-making approach

International journal of machine learning and cybernetics, 2022, Vol.13 (1), p.49-69

2022

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Ensemble feature selection using Bonferroni, OWA and Induced OWA aggregation operators

Applied soft computing, 2023-08, Vol.143, p.110431, Article 110431

2023

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Ensemble feature selection for multi‐label text classification: An intelligent order statistics approach

International journal of intelligent systems, 2022-12, Vol.37 (12), p.11319-11341

2022

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Ensemble Feature Selection With Block-Regularized m × 2 Cross-Validation

IEEE transaction on neural networks and learning systems, 2023-09, Vol.34 (9), p.6628-6641

2023

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ENSEMBLE META CLASSIFIER WITH SAMPLING AND FEATURE SELECTION FOR DATA WITH IMBALANCE MULTICLASS PROBLEM

Journal of ICT, 2021-02, Vol.20 (2)

2021

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Vibration-Based Fault Diagnosis for Railway Point Machines Using Multi-Domain Features, Ensemble Feature Selection and SVM

IEEE transactions on vehicular technology, 2024-01, Vol.73 (1), p.1-9

2024

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Approach for Detecting Attacks on IoT Networks Based on Ensemble Feature Selection and Deep Learning Models

Sensors (Basel, Switzerland), 2023-08, Vol.23 (17), p.7342

2023

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Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis

Computer standards and interfaces, 2023-03, Vol.84, p.103706, Article 103706

2023

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PRFold-TNN: Protein Fold Recognition With an Ensemble Feature Selection Method Using PageRank Algorithm Based on Transformer

IEEE/ACM transactions on computational biology and bioinformatics, 2024-06, Vol.PP, p.1-13

2024

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R-HEFS: Rough set based heterogeneous ensemble feature selection method for medical data classification

Artificial intelligence in medicine, 2021-04, Vol.114, p.102049-102049, Article 102049

2021

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An ensemble feature selection method for high-dimensional data based on sort aggregation

Systems science & control engineering, 2019-11, Vol.7 (2), p.32-39

2019

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1 – 25 von 1.952

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Ant colony optimization equipped with an ensemble of heuristics through multi-criteria decision making: A case study in ensemble feature selection

Re-ranking and TOPSIS-based ensemble feature selection with multi-stage aggregation for text categorization

Innovative framework for accurate and transparent forecasting of energy consumption: A fusion of feature selection and interpretable machine learning

Ensemble learning-based filter-centric hybrid feature selection framework for high-dimensional imbalanced data

Hybrid feature ranking and classifier aggregation based on multi-criteria decision-making

ECM-EFS: An ensemble feature selection based on enhanced co-association matrix

A pareto-based ensemble of feature selection algorithms

A novel ensemble feature selection method by integrating multiple ranking information combined with an SVM ensemble model for enterprise credit risk prediction in the supply chain

Feature selection and its combination with data over-sampling for multi-class imbalanced datasets

An ensemble feature selection algorithm based on PageRank centrality and fuzzy logic

EVALUATING THE PERFORMANCE OF BITCOIN PRICE FORECASTING USING MACHINE LEARNING TECHNIQUES ON HISTORICAL DATA

Neighborhood rough set based ensemble feature selection with cross-class sample granulation

Vibration signal-based defect detection method for railway signal relay using parameter-optimized VMD and ensemble feature selection

Robust clinical marker identification for diabetic kidney disease with ensemble feature selection

Ensemble of feature selection algorithms: a multi-criteria decision-making approach

Ensemble feature selection using Bonferroni, OWA and Induced OWA aggregation operators

Ensemble feature selection for multi‐label text classification: An intelligent order statistics approach

Ensemble Feature Selection With Block-Regularized m × 2 Cross-Validation

ENSEMBLE META CLASSIFIER WITH SAMPLING AND FEATURE SELECTION FOR DATA WITH IMBALANCE MULTICLASS PROBLEM

Vibration-Based Fault Diagnosis for Railway Point Machines Using Multi-Domain Features, Ensemble Feature Selection and SVM

Approach for Detecting Attacks on IoT Networks Based on Ensemble Feature Selection and Deep Learning Models

Ensemble feature selection and classification methods for machine learning-based coronary artery disease diagnosis

PRFold-TNN: Protein Fold Recognition With an Ensemble Feature Selection Method Using PageRank Algorithm Based on Transformer

R-HEFS: Rough set based heterogeneous ensemble feature selection method for medical data classification

An ensemble feature selection method for high-dimensional data based on sort aggregation

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