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Model selection / Ensemble learning / Decision trees / Bibliographic databases / National Institutes of Health / MEDLINE / Random forest / Feature selection / Gini coefficient / Statistics / Science / Machine learning


Disambiguating Authors in Academic Publications using Random Forests Pucktada Treeratpituk C.Lee Giles
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Document Date: 2009-09-01 10:58:11


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File Size: 1,85 MB

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City

Austin / Schultz / /

Company

Distributed Computing Systems / Raytheon / Medline / CCi / /

Country

United States / Columbia / /

Currency

USD / /

/

Facility

University of Calgary / University of Missouri / University of Calgary Health Science Center / /

IndustryTerm

grid search / typical name disambiguation algorithm / web appearances / homepage search / tuned using grid-search / data mining / Approximate string comparator search strategies / machine learning classification algorithm / Web Conf / topic-based disambiguation algorithm / domain-independent algorithm / random forests algorithm / natural language processing / social network / /

NaturalFeature

Random Forest Random forest / /

Organization

Digital government / National Science Foundation / American Statistical Association / IDF / University of Missouri / Department of Medical Biochemistry / Income Division / University of Calgary / Calgary Health Science Center / American Society for Information Science and Technology / /

Person

Pradeep Teregowda / B.J. Simpson / Alberta Watson / Ronald W. Williams / J. Kang / Jian Huang / C.Lee Giles / Zheng Shuyi / Prasenjit Mitra / P. Mitra / D. Lee / B. On / Kim Lee / /

Position

1st author / first author / author names / nonfirst author / General / author / model for author name disambiguation / same author / Author Disambiguation / particular author / /

Product

Pentax K-x Digital Camera / /

ProvinceOrState

Texas / Missouri / Georgia / /

PublishedMedium

Survey Research Methods / Computational Linguistics / Machine Learning / Journal of the American Statistical Association / /

Technology

typical name disambiguation algorithm / using C4.5 algorithm / clustering algorithm / machine learning classification algorithm / machine learning / random forests algorithm / Terms Algorithms / natural language processing / Knowledge Management / topic-based disambiguation algorithm / http / data mining / midi / /

SocialTag