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sona semi-supervised [14 articles]

Recent papers added to sona library classified by the tag semi-supervised. You can also see everyone's semi-supervised.
  • Semi-Supervised Learning Literature Survey
    Vol. Tech. Rep. No. 1530 (December 2007)
    by Xiaojin Zhu
    posted to semi-supervised survey by sona on 2008-05-14 15:22:59 as *****
  • Challenges in Statistical Machine Learning
    Statistica Sinica, Vol. 16 (2006), pp. 307-322.
    by John Lafferty, Larry Wasserman
  • Semi-Supervised Learning using Gaussian Fields and Harmonic Functions
    (2003)
    by Xiaojin Zhu, Zoubin Ghahramani, John Lafferty
  • Learning to cluster using local neighborhood structure
    by R Rosales, K Achan, B Frey
  • Comparing and unifying search-based and similarity-based approaches to semi-supervised clustering
    (2003)
    by S Basu, M Bilenko, R Mooney
    posted to k-means probabilistic semi-supervised unsupervised by sona on 2007-02-09 15:21:47 as **
  • Semi-supervised clustering with user feedback
    (2003)
    by D Cohn, R Caruana, A Mccallum
  • Active semi-supervision for pairwise constrained clustering
    (2004)
    by S Basu, A Banerjee, R Mooney
    posted to active-learning k-means semi-supervised unsupervised by sona on 2007-02-09 14:33:04 as ***
  • Semi-supervised clustering by seeding
    (2002)
    by S Basu, A Banerjee, R Mooney
  • Clustering with Soft and Group Constraints
    by Martin L Alexander
    posted to probabilistic semi-supervised unsupervised by sona on 2007-02-08 18:50:02 as ****
  • Integrating constraints and metric learning in semi-supervised clustering
    (2004)
    by M Bilenko, S Basu, R Mooney
    posted to k-means semi-supervised unsupervised by sona on 2007-02-08 18:36:56 as ****
  • A Probabilistic Framework for Semi-Supervised Clustering
    (August 2004), pp. 59-68.
    by Sugato Basu, Mikhail Bilenko, Raymond J Mooney
  • On Discovery of Extremely Low-Dimensional Clusters Using Semi-Supervised Projected Clustering
    by Kevin Y Yip, David W Cheung, Michael K Ng
    posted to semi-supervised unsupervised by sona on 2007-02-08 18:22:37 as ****
  • From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering
    (2002)
    by D Klein, S Kamvar, C Manning
  • Constrained K-means Clustering with Background Knowledge
    (2001), pp. 577-584.
    by Kiri Wagsta, Claire Cardie, Seth Rogers, Stefan Schroedl
    posted to k-means semi-supervised unsupervised by sona on 2007-02-08 17:16:11 as read
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