Review results for the manuscript "Evolutionary sampling techniques for addressing data quality problems in imbalanced data classification: A systematic literature review"

This data contains the review results for the manuscript titled "Evolutionary sampling techniques for addressing data quality problems in imbalanced data classification: A systematic literature review" authored by Fhira Nhita, Asniar, Isman Kurniawan, and Adiwijaya. The data is organized into several sheets, which are designed to produce tables and figures summarizing the review results: Sheet 1: List of reviewed papers, totaling 42 papers. Sheet 2: Filtered data for generating a chart of documents by publication year. Sheet 3: Filtered data for generating charts of documents categorized by type and quartile rankings. Sheet 4: Filtered data for resulting : Tables for imbalanced datasets without noise and class overlapping, Tables for noise-related studies, Tables for class overlapping-related studies. A link to the published paper will be provided upon publication.

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Publication Details

Journal
Zenodo (CERN European Organization for Nuclear Research)
Published
2024-12-29
DOI
https://doi.org/10.5281/zenodo.14553583
Primary Topic
Imbalanced Data Classification Techniques
Type
article
Field-Weighted Citation Impact
0.00
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article

Review results for the manuscript "Evolutionary sampling techniques for addressing data quality problems in imbalanced data classification: A systematic literature review"

Zenodo (CERN European Organization for Nuclear Research)
Imbalanced Data Classification Techniques
article

Review results for the manuscript "Evolutionary sampling techniques for addressing data quality problems in imbalanced data classification: A systematic literature review"

article en

Abstract

This data contains the review results for the manuscript titled "Evolutionary sampling techniques for addressing data quality problems in imbalanced data classification: A systematic literature review" authored by Fhira Nhita, Asniar, Isman Kurniawan, and Adiwijaya. The data is organized into several sheets, which are designed to produce tables and figures summarizing the review results: Sheet 1: List of reviewed papers, totaling 42 papers. Sheet 2: Filtered data for generating a chart of documents by publication year. Sheet 3: Filtered data for generating charts of documents categorized by type and quartile rankings. Sheet 4: Filtered data for resulting : Tables for imbalanced datasets without noise and class overlapping, Tables for noise-related studies, Tables for class overlapping-related studies. A link to the published paper will be provided upon publication.

Zenodo (CERN European Organization for Nuclear Research)
Telkom University (ID)
Openalex Percentile: Top 65%
Imbalanced Data Classification Techniques
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Review results for the manuscript "Evolutionary sampling techniques for addressing data quality problems in imbalanced data classification: A systematic literature review" · Zenodo (CERN European Organization for Nuclear Research) (2024) | TGRS Research Map | TGRS