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: 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 …

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 …

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 …

Big data clustering techniques: Recent advances and survey

IH Hassan, M Abdullahi, BI Ahmad - Machine Learning and Data …, 2021 - books.google.com
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 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] 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 …

[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 …

[PDF][PDF] A survey on clustering techniques for big data mining

T Sajana, CS Rani, KV Narayana - Indian journal of Science and …, 2016 - researchgate.net
A Survey on Clustering Techniques for Big Data Mining Page 1 Indian Journal of Science and
Technology, Vol 9(3), DOI: 10.17485/ijst/2016/v9i3/75971, January 2016 ISSN (Print) …

[PDF][PDF] Comprehensive analysis & performance comparison of clustering algorithms for big data

A Nayyar, V Puri - Review of Computer Engineering Research, 2017 - researchgate.net
21st Century has marked high velocity of data generation not only in terms of size but also in
variety. Analyzing large data sets with different forms is also a challenging task. Data Mining …