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Publications of Author

1. Kiri Wagstaff
   Refining Inductive Bias in Unsupervised Learning via Constraints. [Citation Graph (0, 0)][DBLP]
   AAAI/IAAI, 2000, pp:1112- [Conf]
   
2. Kiri Wagstaff, Sugato Basu, Ian Davidson
   When Is Constrained Clustering Beneficial, and Why?. [Citation Graph (0, 0)][DBLP]
   AAAI, 2006, pp:- [Conf]
   
3. Kiri Wagstaff, Claire Cardie
   Clustering with Instance-Level Constraints. [Citation Graph (0, 0)][DBLP]
   AAAI/IAAI, 2000, pp:1097- [Conf]
   
4. Marie desJardins, Kiri Wagstaff
   DD-PREF: A Language for Expressing Preferences over Sets. [Citation Graph (0, 0)][DBLP]
   AAAI, 2005, pp:620-626 [Conf]
   
5. Qianjun Xu, Marie desJardins, Kiri Wagstaff
   Active Constrained Clustering by Examining Spectral Eigenvectors. [Citation Graph (0, 0)][DBLP]
   Discovery Science, 2005, pp:294-307 [Conf]
   
6. Dominic Mazzoni, Kiri Wagstaff, Michael C. Burl
   Active Learning with Irrelevant Examples. [Citation Graph (0, 0)][DBLP]
   ECML, 2006, pp:695-702 [Conf]
   
7. Qianjun Xu, Marie desJardins, Kiri Wagstaff
   Constrained Spectral Clustering under a Local Proximity Structure Assumption. [Citation Graph (0, 0)][DBLP]
   FLAIRS Conference, 2005, pp:866-867 [Conf]
   
8. Kiri Wagstaff, Claire Cardie
   Clustering with Instance-level Constraints. [Citation Graph (0, 0)][DBLP]
   ICML, 2000, pp:1103-1110 [Conf]
   
9. Kiri Wagstaff, Claire Cardie, Seth Rogers, Stefan Schrödl
   Constrained K-means Clustering with Background Knowledge. [Citation Graph (0, 0)][DBLP]
   ICML, 2001, pp:577-584 [Conf]
   
10. Marie desJardins, Eric Eaton, Kiri Wagstaff
    Learning user preferences for sets of objects. [Citation Graph (0, 0)][DBLP]
    ICML, 2006, pp:273-280 [Conf]
    
11. Dennis DeCoste, Kiri Wagstaff
    Alpha seeding for support vector machines. [Citation Graph (0, 0)][DBLP]
    KDD, 2000, pp:345-349 [Conf]
    
12. Annaka Kalton, Pat Langley, Kiri Wagstaff, Jungsoon P. Yoo
    Generalized clustering, supervised learning, and data assignment. [Citation Graph (0, 0)][DBLP]
    KDD, 2001, pp:299-304 [Conf]
    
13. Ian Davidson, Kiri Wagstaff, Sugato Basu
    Measuring Constraint-Set Utility for Partitional Clustering Algorithms. [Citation Graph (0, 0)][DBLP]
    PKDD, 2006, pp:115-126 [Conf]
    
14. Kiri Wagstaff
    The 2005 SIGART/AAAI Doctoral Consortium. [Citation Graph (0, 0)][DBLP]
    AI Magazine, 2006, v:27, n:1, pp:96- [Journal]
    
15. Stefan Schrödl, Kiri Wagstaff, Seth Rogers, Pat Langley, Christopher Wilson
    Mining GPS Traces for Map Refinement. [Citation Graph (0, 0)][DBLP]
    Data Min. Knowl. Discov., 2004, v:9, n:1, pp:59-87 [Journal]
    
16. Rebecca Castaño, Kiri Wagstaff, Steve A. Chien, Timothy M. Stough, Benyang Tang
    On-board analysis of uncalibrated data for a spacecraft at mars. [Citation Graph (0, 0)][DBLP]
    KDD, 2007, pp:922-930 [Conf]
    
17. Kiri Wagstaff
    Value, Cost, and Sharing: Open Issues in Constrained Clustering. [Citation Graph (0, 0)][DBLP]
    KDID, 2006, pp:1-10 [Conf]