Theoretical Computer Science · 2014 · 15 citations · 11 references
ComputingComputer ScienceData AnalyticsData MiningFrequent Pattern MiningSequence MiningStream ProcessingStreaming AlgorithmsData Stream MiningFrequent Itemset MiningStream ComputationStream MiningStreaming Data Mining
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Random sampling with a reservoir
Jeffrey Scott Vitter · ACM Transactions on Mathematical Software · 1985 · 1.8K citations · Full text
Probabilistic computations: Toward a unified measure of complexity
Andrew Chi-Chin Yao · 1977 · 892 citations
Maintaining Stream Statistics over Sliding Windows
Mayur Datar, Aristides Gionis, Piotr Indyk et al. · SIAM Journal on Computing · 2002 · 846 citations