Min max kurtosis distance based improved initial centroid selection approach of K-means clustering for big data mining on gene expression data

Data clustering: 50 years beyond K-means

Anil K. Jain · Pattern Recognition Letters · 2009 · 9.2K citations

Computing, Computer Science, Data Science +12

Beyond the hype: Big data concepts, methods, and analytics

Amir Gandomi, Murtaza Haider · International Journal of Information Management · 2014 · 4.1K citations · Full text

Computing, Data Science, Big Data Analytics +5

Critical analysis of Big Data challenges and analytical methods

Uthayasankar Sivarajah, Muhammad Mustafa Kamal, Zahir Irani et al. · Journal of Business Research · 2016 · 2K citations · Full text

Business, Decision Sciences, Management Information Systems +9

A comparative study of efficient initialization methods for the k-means clustering algorithm

M. Emre Celebi, Hassan A. Kingravi, Patricio A. Vela · Expert Systems with Applications · 2012 · 1.2K citations · Full text

Computing, Computer Science, Data Science +10

A Survey of Clustering Algorithms for Big Data: Taxonomy and Empirical Analysis

Adil Fahad, Najlaa Alshatri, Zahir Tari et al. · IEEE Transactions on Emerging Topics in Computing · 2014 · 1K citations · Full text

Computing, Computer Science, Big Data Analytics +12