<p>Metadata Automation: A TF-IDF and Nearest Neighbors Approach</p>

Emily Hartley; Roopal Bhatnagar; Kurt Michels

doi:10.7490/f1000research.1118499.1

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Hartley E, Bhatnagar R and Michels K. Metadata Automation: A TF-IDF and Nearest Neighbors Approach [version 1; not peer reviewed]. F1000Research 2021, 10(ISCB Comm J):138 (slides) (https://doi.org/10.7490/f1000research.1118499.1)

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Metadata Automation: A TF-IDF and Nearest Neighbors Approach

Emily Hartley¹, Roopal Bhatnagar, Kurt Michels

Published 23 Feb 2021 (https://doi.org/10.7490/f1000research.1118499.1)

Author Affiliations

¹ Critical Path Institute, USA

Copyright © 2021 Hartley E et al. This is an open access work distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.

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Published 23 Feb 2021

Metadata Automation: A TF-IDF and Nearest Neighbors Approach
[version 1; not peer reviewed]

Emily Hartley¹, Roopal Bhatnagar, Kurt Michels

Author Affiliations

¹ Critical Path Institute, USA

Presented at

RECOMB/ISCB Conference on Regulatory and Systems Genomics with DREAM Challenges (2020)

Abstract

Competing Interests

No competing interests were disclosed

Keywords

metadata automation, annotation, DREAM Challenge, tf-idf, term frequency inverse document frequency, nearest neighbors, Scikit-Learn, FuzzyWuzzy, levenshtein distance, fuzzy matching

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