Representative Publications

• " Online Query Relaxation via Bayesian Causal Structures Discovery}"     [PS]    
  Ion Muslea and Tom Lee.
  Proceedings of AAAI-2005.

• "Active Learning with Multiple Views"     [PDF]    
  Ion Muslea.
  To appear in "Encyclopedia of Data Mining" (ed. John Wang).

• "Machine Learning for Online Query Relaxation"     [PS]    
  Ion Muslea.
  Proceedings of KDD-2004.

• "Active Learning with Strong and Weak Views: A Case study on Wrapper Induction"     [PS]     [PDF]
  Ion Muslea, Steve Minton, Craig Knoblock.
  Proceedings of IJCAI-2003, p. 415-420.

• "Active + Semi-Supervised Learning = Robust Multi-View Learning"     [PS]     [PDF]
  Ion Muslea, Steve Minton, Craig Knoblock.
  Proceedings of the 19th International Conference on Machine Learning (ICML 2002), p. 435-442.

• "Adaptive View Validation: A First Step Towards Automatic View Detection"     [PS]     [PDF]
  Ion Muslea, Steve Minton, Craig Knoblock.
  Proceedings of the 19th International Conference on Machine Learning (ICML 2002), p. 443-450.

• "Hierarchical Wrapper Induction for Semistructured Information Sources"     [PS]     [PDF]
  Ion Muslea, Steve Minton, Craig Knoblock.
  Journal of Autonomous Agents and Multi-Agent Systems, 4:93-114, 2001 .

• "Selective sampling with redundant views"     [PS]     [PDF]
  Ion Muslea, Steve Minton, Craig Knoblock.
  Proceedings of the Fifteenth National Conference on Artificial Intelligence, 621-626, AAAI-2000.

• "Active learning with multiple views"
  Ion Muslea
  Ph.D. dissertation (USC, 2002)    [PDF]
  Abstract [TXT]