Search Results for author: LeAnna Kent

Found 2 papers, 1 papers with code

Unsupervised Instance Selection with Low-Label, Supervised Learning for Outlier Detection

1 code implementation26 Apr 2021 Trent J. Bradberry, Christopher H. Hase, LeAnna Kent, Joel A. Góngora

To address these drawbacks, we investigate our unsupervised instance selection (UNISEL) technique followed by a Random Forest (RF) classifier on 10 outlier detection datasets under low-label conditions.

Active Learning Outlier Detection

Towards automatic extractive text summarization of A-133 Single Audit reports with machine learning

no code implementations8 Nov 2019 Vivian T. Chou, LeAnna Kent, Joel A. Góngora, Sam Ballerini, Carl D. Hoover

Following text preprocessing and GloVe embedding, sentence-level k-means clustering was performed to partition sentences by topic and to establish the importance of each sentence.

BIG-bench Machine Learning Clustering +4

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