Visualising Current Research Trends in Class Imbalance using Clustering Approach: A Bibliometrics Analysis

QR Code

Visualising Current Research Trends in Class Imbalance using Clustering Approach: A Bibliometrics Analysis

In recent years, extensive research has been carried out on big data class imbalance problems using the clustering approach. The bibliometric analysis employs statistical techniques to map and assess trends in a specific research domain based on keywords, author affiliations, and citations. Bibliogr...

Full description

Bibliographic Details
Published in:	Journal of Advanced Research in Applied Sciences and Engineering Technology
Main Author:	Abu Bakar N.S.; Wan Yaacob W.F.; Wah Y.B.; Wan Omar W.M.; Mukhaiyar U.
Format:	Article
Language:	English
Published:	Semarak Ilmu Publishing 2024
Online Access:	https://www.scopus.com/inward/record.uri?eid=2-s2.0-85185655803&doi=10.37934%2faraset.38.2.95111&partnerID=40&md5=52e20010a862861efb72f7a1f6435776

Similar Items

Global Smuggling Research Trends: A Bibliometric Analysis of an Untold Story
by: Zulkifli N.; Mustapha S.Z.; Johari N.F.; Hassan M.S.; Yaacob N.; Noor N.R.A.M.
Published: (2024)

Machine learning models for COVID-19 confirmed cases prediction: A meta-analysis approach
by: Wan Yaacob W.F.; Sobri N.M.; Nasir S.A.M.; Nordin N.I.; Wan Yaacob W.F.; Mukhaiyar U.
Published: (2021)

Detection of the Imbalance Step Length using the Decision Tree
by: Zaeni I.A.E.; Primadi W.; Osman M.K.; Anzani D.R.; Lestari D.; Handayani A.N.
Published: (2022)

Research trends of halal tourism: a bibliometric analysis
by: Ratnasari R.T.; Sari N.S.; Ahmi A.; Ismail S.
Published: (2024)

The evolution and trends in IT governance research: A bibliometric analysis
by: Zahiruddin H.; Wijaya A.
Published: (2024)

Spatio-temporal clustering of sarawak malaysia total protected area visitors
by: Abang Abdurahman A.Z.; Md Nasir S.A.; Wan Yaacob W.F.; Jaya S.; Mokhtar S.
Published: (2021)

Bibliometric Assessment and Research Trends: Five Decades of Brand Image
by: Ya’kob S.A.; Baharun R.; Hamid S.N.A.; Mohamad M.
Published: (2024)

Oversampling Methods for Handling Imbalance Data in Binary Classification
by: Riston T.; Suherman S.N.; Yonnatan Y.; Indrayatna F.; Pravitasari A.A.; Sari E.N.; Herawan T.
Published: (2023)

Multi-class Classification for Breast Cancer with High Dimensional Microarray Data Using Machine Learning Classifier
by: Abdullah M.N.; Yap B.W.; Sapri N.N.F.F.; Wan Yaacob W.F.
Published: (2023)

Visualizing research literature in halal supply chain: A bibliometric analysis
by: Wan Omar W.M.; Ismail M.N.; Ismail-Ahmad M.; Osman G.; Ya M.S.
Published: (2020)

An Improved Pheromone-Based Kohonen Self-Organising Map in Clustering and Visualising Balanced and Imbalanced Datasets
by: Ahmad A.; Yusof R.; Zulkifli N.S.A.; Ismail M.N.
Published: (2021)

MRI Breast: Current Imaging Trends, Clinical Applications, and Future Research Directions
by: Rahmat K.; Mumin N.A.; Hamid M.T.R.; Hamid S.A.; Ng W.L.
Published: (2022)

Analysis of Viral Advertising Research Hotspots and Trends Based on Bibliometric Methods
by: Wang Y.; Salim N.A.M.; Subri S.; Zhang X.
Published: (2024)

A Bibliometrics Analysis of Research Trends on Pipeline Cathodic Protection(CP)
by: Majid M.A.; Kasuan N.; Muhamad N.A.; Othman N.; Khairul Anuar N.H.; Dalila Khirul Ashar N.; Hairudin M.A.; Kamarudin Hasan K.
Published: (2022)

Analysing Online Vacancy and Skills Demand using Text Mining
by: Nasir S.A.M.; Wan Yaacob W.F.; Wan Aziz W.A.H.
Published: (2020)

Trends and Patterns of Sports Research in Islam: Bibliometric Analysis Using the Scopus Database
by: Gazali N.; Sofyan D.; Abdullah K.H.; Perdima F.E.; Cendra R.; Bangun S.Y.
Published: (2023)

Research Trends in Farming System Soil Chemical: A Bibliometric Analysis using VOSviewer
by: Hirawan D.; Oktafiani D.; Fauzan T.A.; Luckyardi S.; Jamil N.
Published: (2022)

MICROCREDIT PROGRAMMES PUBLICATION TRENDS, ITS CONTRIBUTIONS AND FUTURE RESEARCH DIRECTIONS: A BIBLIOMETRICS STUDY FROM 2000 TO 2021
by: Isa, et al.
Published: (2024)

A class skew-insensitive ACO-based decision tree algorithm for imbalanced data sets
by: Mohd Razali M.H.B.; Saian R.B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2021)

A Global Research Trend on Endolysosomal Calcium Two-Pore Channels via Bibliometric Analysis
by: Sediqi N.; Jahidin A.H.; Hasan M.H.
Published: (2024)

Performance of ACO-based Decision Tree Algorithm with Imbalanced Class Data Sets - A Heuristic Approach
by: Razali M.H.M.; Saian R.; Moktar B.; Wah Y.B.; Ku-Mahamud K.R.
Published: (2022)

Mapping the global landscape of STEM education: a bibliometric analysis using Scopus database
by: Aboudahr S.; Aslam S.; Hua L.U.; Misron A.; Raime S.; Wah Y.B.
Published: (2024)

Visualisation of Accounting and Financial Information
by: Shah A.R.B.M.K.; Wook T.S.M.B.T.; Hood Z.; Ramli R.Z.
Published: (2023)

Digital Clothing Visualisation and Analysis based on VOSviewer
by: Ou W.; Mohd Shariff S.; Mohd Tajuddin R.
Published: (2024)

Research trends in hydrological modelling
by: Abdullah J.; Muhammad N.S.; Muhammad S.A.; Amin N.F.M.; Tahir W.
Published: (2019)

Dataset for five recent years (2019 - 2023) agarwood essential oil research trends: A bibliometric analysis
by: Yusoff, et al.
Published: (2024)

Dataset for five recent years (2019 – 2023) agarwood essential oil research trends: A bibliometric analysis
by: Yusoff Z.M.; Ismail N.; Nordin S.A.
Published: (2024)

Design for safety (DfS) practice in construction engineering and management research: A review of current trends and future directions
by: Che Ibrahim C.K.I.; Manu P.; Belayutham S.; Mahamadu A.-M.; Antwi-Afari M.F.
Published: (2022)

Recent research trends in dentistry
by: Tandon S.; Venkiteswaran A.; Baliga S.M.; Nayak U.A.
Published: (2017)

A Scientometric Analysis and Visualisation of Sustainable Fashion
by: Ou, et al.
Published: (2024)

Preface
by: Wan Yaacob W.F.
Published: (2021)

Predicting Student Drop-Out in Higher Institution Using Data Mining Techniques
by: Wan Yaacob W.F.; Mohd Sobri N.; Nasir S.A.M.; Wan Yaacob W.F.; Norshahidi N.D.; Wan Husin W.Z.
Published: (2020)

SCIENCE MAPPING OF RESEARCH CLUSTERS AND CORE RESEARCH AREAS IN REMOVABLE PARTIAL DENTURES
by: Abdul Hamid N.F.; Ahmad R.; Ariffin F.; Shuib S.
Published: (2024)

Panel Count Data Models: Examining Dengue Incidence in Malaysia
by: Yaacob W.F.W.; Sapri N.N.F.F.; Wah Y.B.
Published: (2023)

Bibliometrics: Tracking research impact by selecting the appropriate metrics
by: Agarwal A.; Durairajanayagam D.; Tatagari S.; Esteves S.C.; Harlev A.; Henkel R.; Roychoudhury S.; Homa S.; Puchalt N.G.; Ramasamy R.; Majzoub A.; Dao Ly K.; Tvrda E.; Assidi M.; Kesari K.; Sharma R.; Banihani S.; Ko E.; Abu-Elmagd M.; Gosalvez J.; Bashiri A.
Published: (2016)

Childcare Research: A Bibliometric Analysis
by: Abashah A.; Taib C.A.; Razali R.; Razik M.A.; Hasan M.Z.B.M.; Yaziz M.F.A.
Published: (2024)

Bibliometric Analysis of Global Research Activity on Premature Mortality
by: Rodzlan Hasani W.S.; Hanis T.M.; Muhamad N.A.; Islam M.A.; Wee C.X.; Musa K.I.
Published: (2022)

Trends of LIS Education and Practice in Asia and Oceania: A Bibliometric Analysis
by: Ajis A.F.M.; Zakaria S.
Published: (2022)

CHARTING THE LANDSCAPE OF CORPORATE PHILANTHROPY: A BIBLIOMETRIC EXPLORATION OF TRENDS AND THEMES
by: Aziz, et al.
Published: (2024)

Mapping the Landscape: A Bibliometric Review of Food security Research in Malaysia
by: Mustafa T.; Ishak Zainudin F.M.; Shari A.S.B.; Mustapha W.M.W.; Setapa M.; Yusoff Y.; Sapiai N.S.; Rahman K.A.; Arifin N.B.; Hatta S.A.M.
Published: (2024)