Carolina Bolnykh

College of Engineering

Works (1)

Updated: April 5th, 2024 14:21

2021 article

Predictive models with end user preference

Zhao, Y., Yang, X., Bolnykh, C., Harenberg, S., Korchiev, N., Yerramsetty, S. R., … Samatova, N. F. (2021, August 26). Statistical Analysis and Data Mining The ASA Data Science Journal, Vol. 8.

By: Y. Zhao n, X. Yang n , C. Bolnykh n, S. Harenberg*, N. Korchiev n , S. Yerramsetty*, B. Vellanki, R. Kodumagulla, N. Samatova n

author keywords: child support; decision tree; predictive model; regularization; relative ranking; user preference
topics (OpenAlex): Machine Learning and Data Classification; Imbalanced Data Classification Techniques; Data Stream Mining Techniques
TL;DR: A generic modeling method that respects end user preferences via a relative ranking system to express multi‐criteria preferences and a regularization term in the model's objective function to incorporate the ranked preferences is proposed. (via Semantic Scholar)
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Sources: Web Of Science, NC State University Libraries
Added: September 7, 2021

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