ملف الباحث
Kalyan Veeramachaneni
3 أوراق في مجموعة PaperMetrix
المنشورات
أوراق هذا المؤلف
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Building Predictive Models via Feature Synthesis
2015
We introduce Evolutionary Feature Synthesis (EFS), a regression method that generates readable, nonlinear models of small to medium size datasets in seconds. EFS is, to the best of our knowledge, the fastest regression tool based …
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Data science foundry for MOOCs
2015
In this paper, we present the concept of data science foundry for data from Massive Open Online Courses. In the foundry we present a series of software modules that transform the data into different representations. …
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Label, Segment, Featurize: A Cross Domain Framework for Prediction Engineering
2016
In this paper, we introduce "prediction engineering" as a formal step in the predictive modeling process. We define a generalizable 3 part framework - Label, Segment, Featurize (L-S-F) - to address the growing demand for …