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Top 10 algorithms in data mining

Xindong Wu, Vipin Kumar, J. R. Quinlan et al. · Knowledge and Information Systems · 2007 · 5.7K citations

Computing, Computer Science, Algorithms +13

Resilient distributed datasets: a fault-tolerant abstraction for in-memory cluster computing

Matei Zaharia, Mosharaf Chowdhury, Tathagata Das et al. · 2012 · 3.6K citations

Computing, Computer Science, Computer Systems +15

Estimating Continuous Distributions in Bayesian Classifiers

George H. John, Pat Langley · arXiv (Cornell University) · 2013 · 2.9K citations · Full text

Computing, Computer Science, Data Science +17

Improvements to Platt's SMO Algorithm for SVM Classifier Design

S. Sathiya Keerthi, Shirish Shevade, Chiranjib Bhattacharyya et al. · Neural Computation · 2001 · 1.8K citations

Computing, Computer Science, Algorithms +12

Distributed caching with memcached

Brad Fitzpatrick · Linux journal · 2004 · 513 citations

Computing, Computer Science, Computer Systems +13