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Model Reuse in Machine Learning for Author Name Disambiguation: An Exploration of Transfer Learning
16 references·0 citing·37 second hop
Model Reuse in Machine Learning for Author Name Disambiguation: An Exploration of Transfer Learning (2020)Model Reuse in Machine Learning for Autho…Name Disambiguation in AMiner (2018)Name Disambiguation in AMinerScientists have most impact when they're free to move (2017)Scientists have most impact w…Coauthorship and citation patterns in the Physical Review (2013)Coauthorship and citation pat…Author name disambiguation for P ub M ed (2013)Author name disambiguation fo…Accuracy of simple, initials-based methods for author name disambiguation (2013)Accuracy of simple, initials-…Citation‐based bootstrapping for large‐scale author disambiguation (2012)Citation‐based bootstrapping …A brief survey of automatic methods for author name disambiguation (2012)A brief survey of automatic m…ADANA: Active Name Disambiguation (2011)ADANA: Active Name Disambigua…A Unified Probabilistic Framework for Name Disambiguation in Digital Library (2011)A Unified Probabilistic Frame…A heuristic approach to author name disambiguation in bibliometrics databases for large-scale research assessments (2010)A heuristic approach to autho…Disambiguating authors in academic publications using random forests (2009)Disambiguating authors in aca…Author name disambiguation (2009)Author name disambiguationAuthor name disambiguation in MEDLINE (2009)Author name disambiguation in…A hierarchical naive Bayes mixture model for name disambiguation in author citations (2005)A hierarchical naive Bayes mi…Two supervised learning approaches for name disambiguation in author citations (2004)Two supervised learning appro…Accuracy of simple, initials-based methods for author name disambiguationAccuracy of simple, initials-…An index to quantify an individual's scientific research output (2005)Power-Law Distributions in Empirical Data (2009)Distortive effects of initial‐based name disambiguation on measurements of large‐scale coauthorship networks (2015)Coauthorship and citation networks for statisticians (2016)Power-law distributions in empirical data (2018)Predicting research trends with semantic and neural networks with an application in quantum physics (2020)Probabilistic linkage of large public health data files (1995)Collective entity resolution in relational data (2007)Analysis and Visualization of Citation Networks (2015)Gender differences in research collaborationNetworks of inventors and the role of academia: an exploration of Italian patent data (2003)Diffusion of scientific credits and the ranking of scientists (2009)How to evaluate individual researchers working in the natural and life sciences meaningfully? A proposal of methods based on percentiles of citations (2013)The relationship among research productivity, research collaboration, and their determinants (2017)A Theory for Record Linkage (1969)CiteSeer (1998)A comparison of string distance metrics for name-matching tasks (2003)Author name disambiguation: What difference does it make in author‐based citation analysis? (2012)A Keyword Co-Occurrence Analysis of Research on Service Learning: Conceptual Foci and Emerging Research Trends (2023)SciSciNet: A large-scale open data lake for the science of science research (2023)The merge/purge problem for large databases (1995)The State of Record Linkage and Current Research Problems (1999)Bibliometric fingerprints: name disambiguation based on approximate structure equivalence of cognitive maps (2010)(Almost) all of entity resolution (2022)ArnetMiner (2008)Swoosh: a generic approach to entity resolution (2008)Name Disambiguation in Anonymized Graphs using Network Embedding (2017)Real-world Data is Dirty: Data Cleansing and The Merge/Purge Problem (1998)Name disambiguation in author citations using a K-way spectral clustering method (2005)Studying scientific migration in Scopus (2012)The fourth age of research (2013)Bonobos respond prosocially toward members of other groups (2017)Early-career setback and future career impact (2019)Scientific collaboration patterns vary with scholars’ academic ages (2017)Standing on the shoulders of giants (2017)OAG (2019)AIDA: A knowledge graph about research dynamics in academia and industry (2021)
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References

  • 2004Two supervised learning approaches for name disambiguation in author citations366 cited
  • 2012A brief survey of automatic methods for author name disambiguation294 cited
  • 2009Author name disambiguation in MEDLINE288 cited
  • 2011A Unified Probabilistic Framework for Name Disambiguation in Digital Library262 cited
  • 2009Author name disambiguation252 cited
  • 2017Scientists have most impact when they're free to move221 cited
  • 2010A heuristic approach to author name disambiguation in bibliometrics databases for large-scale research assessments189 cited
  • 2009Disambiguating authors in academic publications using random forests151 cited
  • 2013Coauthorship and citation patterns in the Physical Review132 cited
  • 2018Name Disambiguation in AMiner116 cited
  • 2012Citation‐based bootstrapping for large‐scale author disambiguation103 cited
  • 2005A hierarchical naive Bayes mixture model for name disambiguation in author citations94 cited
  • n.d.Accuracy of simple, initials-based methods for author name disambiguation89 cited
  • 2013Accuracy of simple, initials-based methods for author name disambiguation88 cited
  • 2011ADANA: Active Name Disambiguation

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86 cited
  • 2013Author name disambiguation for P ub M ed84 cited
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