[PDF][PDF] A review of big data clustering methods and research issues

NE Nwogbaga - Int J Sci Res (IJSR), 2020 - academia.edu
Data mining is a method for knowledge discovery from a dataset. The world today is moving
toward data-driven in all ramifications, ranging from education, health care, security …

Clustering Algorithms for Big Data: A Survey

A Sinha, PK Jana - The Human Element of Big Data, 2016 - taylorfrancis.com
There is an explosion in the data generation from multiple sources such as social media,
business enterprises, and sensors. We need to analyze such vast amounts of data, termed …

[PDF][PDF] Clustering in big data: A review

P Gulia - International Journal of Computer Applications, 2016 - academia.edu
ABSTRACT BIG DATA [1] is a term for data sets that are so large or complex that traditional
data processing [4] applications are inadequate. Accuracy in big data may lead to more …

Big Data Clustering Techniques Challenged and Perspectives

FH Awad, MM Hamad - Informatica, 2023 - informatica.si
Clustering in big data considers a critical data mining and analysis technique. There are
problems with adapting clustering algorithms to large amounts of data, along with new …

Big data clustering techniques: Recent advances and survey

H Ibrahim Hayatu, A Mohammed… - Machine Learning and …, 2021 - Springer
Clustering as an unsupervised machine learning technique has appeared as a great
learning method to examine correctly the huge volume of dataset produced by today's …

Clustering in big data

M Chen, SA Ludwig, K Li - Big data management and processing, 2017 - taylorfrancis.com
The need to understand large, complex, information-rich data sets is common to all fields of
studies in this current information age. Given this tremendous amount of data, efficient and …

[PDF][PDF] A Review of Clustering Algorithms

JR Mutar - International Journal of Computer Science and Mobile …, 2022 - researchgate.net
Clustering is an unsupervised artificial intelligence methodology that has emerged as a
good learning tool for evaluating the massive amounts of datasets made available by today's …

Big data clustering: a review

AS Shirkhorshidi, S Aghabozorgi, TY Wah… - … Science and Its …, 2014 - Springer
Clustering is an essential data mining and tool for analyzing big data. There are difficulties
for applying clustering techniques to big data duo to new challenges that are raised with big …

An introduction to clustering algorithms in big data

R Nair, A Bhagat - … of Information Science and Technology, Fifth …, 2021 - igi-global.com
In big data, clustering is the process through which analysis is performed. Since the data is
big, it is very difficult to perform clustering approach. Big data is mainly termed as petabytes …

[引用][C] A survey on clustering techniques for big data mining

T Sajana, CMS Rani, KV Narayana - Indian journal of Science and Technology, 2016