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Using Spearman's correlation coefficients for exploratory data analysis on big dataset.

, , , and . Concurr. Comput. Pract. Exp., 28 (14): 3866-3878 (2016)

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A new approach for accurate distributed cluster analysis for Big Data: competitive K-Means., , and . Int. J. Big Data Intell., 1 (1/2): 50-64 (2014)Using Mahout for Clustering Wikipedia's Latest Articles: A Comparison between K-means and Fuzzy C-means in the Cloud., and . CloudCom, page 565-569. IEEE Computer Society, (2011)Time Series Similarity Evaluation Based on Spearman's Correlation Coefficients and Distance Measures., , , and . CloudCom-Asia, volume 9106 of Lecture Notes in Computer Science, page 319-331. Springer, (2015)Competitive K-Means, a New Accurate and Distributed K-Means Algorithm for Large Datasets., , and . CloudCom (1), page 17-24. IEEE Computer Society, (2013)Bayesian Networks for Fault Detection under Lack of Historical Data., , , and . ISPAN, page 732-736. IEEE Computer Society, (2009)Cluster analysis for the cloud: Parallel Competitive Fitness and parallel K-means++ for large dataset analysis., , and . CloudCom, page 177-184. IEEE Computer Society, (2012)Predictive Analytics of Sensor Data Using Distributed Machine Learning Techniques., , and . CloudCom, page 626-631. IEEE Computer Society, (2014)Using Spearman's correlation coefficients for exploratory data analysis on big dataset., , , and . Concurr. Comput. Pract. Exp., 28 (14): 3866-3878 (2016)K-means Clustering in the Cloud - A Mahout Test., , and . AINA Workshops, page 514-519. IEEE Computer Society, (2011)Social Impact of Privacy in Cloud Computing., and . CloudCom, page 593-596. IEEE Computer Society, (2010)