Researcher profile

Kalyan Veeramachaneni

3 papers in the PaperMetrix corpus

Publications

Papers by this author

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 …
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. …
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 …