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Published in 2017 at "Machine Vision and Applications"
DOI: 10.1007/s00138-017-0828-4
Abstract: The original extreme learning machine (ELM) was designed for the balanced data, and it balanced misclassification cost of every sample to get the solution. Weighted extreme learning machine assumed that the balance can be achieved…
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Keywords:
machine;
extreme learning;
learning machine;
weighted extreme ... See more keywords
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Published in 2019 at "Journal of the Operational Research Society"
DOI: 10.1080/01605682.2017.1421848
Abstract: Abstract When estimating a treatment effect from observational data, researchers encounter bias regardless of estimation methods. In this paper, we focus on a particular method of estimation called Balance Optimization Subset Selection (BOSS). This paper…
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Keywords:
optimization subset;
balance;
subset selection;
balance optimization ... See more keywords