[图书][B] Advances in K-means clustering: a data mining thinking

J Wu - 2012 - books.google.com
… As the world we live has entered the Web 2.0 era, information overload has become a top
… Considering that there are numerous clustering algorithms proposed in the literature, it may …

A systematic literature review on identifying patterns using unsupervised clustering algorithms: A data mining perspective

M Chaudhry, I Shafi, M Mahnoor, DLR Vargas… - Symmetry, 2023 - mdpi.com
… of contemporary problem solving, leading to a new era of innovation as a result of technological
advancements. The extraordinary advancements in a variety of sectors have been made …

Big Data Clustering Techniques Challenged and Perspectives

FH Awad, MM Hamad - Informatica, 2023 - informatica.si
… This study aims to investigate the recent advancement of clustering platforms and … clustering
algorithms (measured in Petabytes) in an adequate time with the current data explosion era

Advances in meta-heuristic optimization algorithms in big data text clustering

L Abualigah, AH Gandomi, MA Elaziz, HA Hamad… - Electronics, 2021 - mdpi.com
… This paper introduced two text clustering algorithms based on krill herd algorithm for … This
era could be stated as the era of zettabytes because of the fastest data growth. This leads to …

Business applications for current developments in big data clustering: an overview

G Hass, P Simon, R Kashef - 2020 IEEE International …, 2020 - ieeexplore.ieee.org
… of clustering analysis and discussing its applications in the era of … is another hybrid routine
that combines the advanced and … Various clustering algorithms are introduced, showing their …

Clustering in big data

M Chen, SA Ludwig, K Li - Big data management and processing, 2017 - taylorfrancis.com
… and progress of clustering algorithms applied in big data. Moreover, the improvement of …
more advanced clustering techniques is illuminated on the basis of today’s information era. …

The systematic review of K-means clustering algorithm

A Ashabi, SB Sahibuddin… - Proceedings of the 2020 …, 2020 - dl.acm.org
… Currently we are in the midst of the data era. Every day, the huge amount of the data has …
Furthermore, determining the suitable number of clusters in advance is also not viable for all …

Analysis of media content recommendation in the new media era considering scene clustering algorithm

X Yu, W Wu - Applied Mathematics and Nonlinear Sciences - sciendo.com
… With the advent of the new media era, we face the problem of information … clustering algorithm
for recommending media content. The improved K-means algorithm is used to cluster the …

A survey on data‐efficient algorithms in big data era

A Adadi - Journal of Big Data, 2021 - Springer
… Metaphors usually reflect the most advanced thinking of the era that spawned it, and computers
are the defining machines of our era, it seems thus natural to draw a parallelism between …

Recent advances in clustering methods for protein interaction networks

J Wang, M Li, Y Deng, Y Pan - BMC genomics, 2010 - Springer
… In recent years, various graph-based clustering algorithms have been developed for detecting
protein complexes and functional modules in protein interaction networks. According to …