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Modeling individual email patterns over time with latent variable models

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Publication:374145
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DOI10.1007/s10994-013-5348-5zbMath1273.68303OpenAlexW2038443627MaRDI QIDQ374145

Christopher Dubois, Nicholas Navaroli, Padhraic Smyth

Publication date: 22 October 2013

Published in: Machine Learning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s10994-013-5348-5

zbMATH Keywords

hidden Markov modelsPoisson regressioncommunity detectionchangepoint detectionemail analysis


Mathematics Subject Classification ID

Social networks; opinion dynamics (91D30) Learning and adaptive systems in artificial intelligence (68T05)




Cites Work

  • A sticky HDP-HMM with application to speaker diarization
  • Communication networks from the enron email corpus ``It's always about the people. Enron is no different
  • A Bayesian paradigm for designing intrusion detection systems
  • Estimation and comparison of multiple change-point models
  • Slice sampling. (With discussions and rejoinder)
  • Stochastic blockmodels with a growing number of classes
  • Mixed membership stochastic blockmodels
  • 10.1162/jmlr.2003.3.4-5.993
  • Machine Learning: ECML 2004
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