Paul McNicholas

Paul McNicholas
Alma mater
Ocupação estatístico
Distinções
Empregador(a) Universidade McMaster, Universidade de Guelph, Universidade McMaster
Orientador(a)(es/s) Hagit Attiya, Thomas B. Murphy, Myra O'Regan

Paul D. McNicholas é um estatístico irlandês-canadense, professor do Departamento de Matemática e Estatística da Universidade McMaster.[1] Em 2015 recebeu a Tier 1 Canada Research Chair in Computational Statistics.[2] McNicholas usa técnicas de estatística computacional, e modelos de mistura em particular, para obter uma visão sobre conjuntos de dados grandes e complexos.[3] É editor-in-chief do Journal of Classification.[4]

Formação e carreira

McNicholas frequentou o Trinity College Dublin, onde em 2004 recebeu um B.A. em matemática. Obteve também um M.Sc. em computação de alto desempenho e um Ph.D. em estatística.[5] Sua tese de doutorado é intitulada Topics in Unsupervised Learning.[6]

McNicholas começou sua carreira docente na Universidade de Guelph em 2007. Em 2014 ingressou na Universidade McMaster.[5] É autor de mais de 100 trabalhos científicos citados mais de 4000 vezes.[7] A maior parte de sua pesquisa foi em agrupamento baseado em modelos, especificamente no desenvolvimento de novos modelos de mistura finita para clustering e classificação estatística de dados multivariados. Publicou trabalhos sobre agrupamento de dados de alta dimensão e o uso de misturas não gaussianas.[8] McNicholas publicou duas monografias: Mixture Model-Based Classification[9] e Data Science with Julia.[10]

Recebeu o Prêmio John L. Synge de 2021.[11]

Referências

  1. ↑ «Página pessoal». ms.mcmaster.ca. Consultado em 8 de novembro de 2021 
  2. ↑ «Canada Research Chairs - Paul McNicholas - Canada Research Chair in Computational Statistics». chairs-chaires.gc.ca. 2017. Consultado em 8 de novembro de 2021 
  3. ↑ «NSERC - E.W.R. Steacie Memorial Fellowships - E.W.R. Steacie Memorial Fellowship». Natural Sciences and Engineering Research Council of Canada (NSERC). 6 de maio de 2019. Consultado em 8 de novembro de 2021 
  4. ↑ «Journal of Classification». Springer. Consultado em 8 de novembro de 2021 
  5. ↑ a b «About». ms.mcmaster.ca. Consultado em 8 de novembro de 2021 
  6. ↑ McNicholas, Paul David (2007). Topics in unsupervised learning (Tese) (em inglês). Trinity College (Dublin, Ireland). School of Computer Science & Statistics 
  7. ↑ «Paul D. McNicholas - Google Scholar Citations». scholar.google.ca. Consultado em 8 de novembro de 2021 
  8. ↑ McNicholas, Paul D. (1 de outubro de 2016). «Model-Based Clustering». Journal of Classification (em inglês). 33 (3): 331–373. ISSN 1432-1343. doi:10.1007/s00357-016-9211-9 
  9. ↑ «Mixture Model-Based Classification». CRC Press (em inglês). Consultado em 8 de novembro de 2021 
  10. ↑ «Data Science with Julia». CRC Press (em inglês). Consultado em 8 de novembro de 2021 
  11. ↑ Dr Paul McNicholas is the recipient of the John L. Synge Award from the Royal Society of Canada

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