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225

DC
2016

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Near-optimal communication-time tradeoff in fault-tolerant computation of aggregate functions

10 years 1 months ago

This paper considers the problem of computing general commutative and associative aggregate functions (such as SUM) over distributed inputs held by nodes in a distributed system, ...

Yuda Zhao, Haifeng Yu, Binbin Chen

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136

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DATAMINE
2016

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Accelerating the discovery of unsupervised-shapelets

10 years 1 months ago

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Jesin Zakaria, Abdullah Mueen, Eamonn J. Keogh, Ne...

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65

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DATAMINE
2016

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Instance-level accuracy versus bag-level accuracy in multi-instance learning

10 years 1 months ago

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Multi-instance learning is a learning task where limited information about instance labels is given: instances are organized into bags, and a bag is labeled positive if it contain...

Gitte Vanwinckelen, Vinicius Tragante do O, Daan F...

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77

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DATAMINE
2016

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On detecting maximal quasi antagonistic communities in signed graphs

10 years 1 months ago