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one_class_classification [2018/11/05 23:14]
burkov created
one_class_classification [2018/11/05 23:26]
burkov
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 ===== Recommended Reading ===== ===== Recommended Reading =====
  
 +  * [[http://​homepage.tudelft.nl/​n9d04/​thesis.pdf|One-class classification]] by David Martinus Johannes (2001)
   * [[http://​rvlasveld.github.io/​blog/​2013/​07/​12/​introduction-to-one-class-support-vector-machines/​|Introduction to One-class Support Vector Machines]] by Roemer Vlasveld (2013)   * [[http://​rvlasveld.github.io/​blog/​2013/​07/​12/​introduction-to-one-class-support-vector-machines/​|Introduction to One-class Support Vector Machines]] by Roemer Vlasveld (2013)
   * [[http://​www.jmlr.org/​papers/​volume2/​manevitz01a/​manevitz01a.pdf|One-Class SVMs for Document Classification]] by Larry Manevitz and Malik Yousef (2001)   * [[http://​www.jmlr.org/​papers/​volume2/​manevitz01a/​manevitz01a.pdf|One-Class SVMs for Document Classification]] by Larry Manevitz and Malik Yousef (2001)
 +  * [[https://​www.ijcai.org/​Proceedings/​03/​Papers/​084.pdf|SVMC:​ Single-Class Classification With Support Vector Machines]] by Hwanjo Yu (2003)
 +  * [[https://​cs.uwaterloo.ca/​~s255khan/​files/​occ_survey09.pdf|A Survey of Recent Trends in One Class Classification]] by Shehroz Khan and Michael Madden (2010)
  
 ===== Code ===== ===== Code =====