@inproceedings{conf/icml/BilenkoBM04,
  author = {Mikhail Bilenko and Sugato Basu and Raymond J. Mooney},
  title = {Integrating constraints and metric learning in semi-supervised clustering.},
  booktitle = {ICML},
  year = {2004},
  url = {http://www.cs.utexas.edu/users/ml/papers/semi-icml-04.pdf}
}

@inproceedings{conf/pkdd/DavidsonR05,
  author = {Ian Davidson and S. S. Ravi},
  title = {Agglomerative Hierarchical Clustering with Constraints: Theoretical and Empirical Results.},
  booktitle = {PKDD},
  year = {2005},
  pages = {59-70},
  url = {http://www.cs.albany.edu/~davidson/Publications/hierCameraReady.pdf}
}

@inproceedings{conf/icdm/GondekH04,
  author = {David Gondek and Thomas Hofmann},
  title = {Non-Redundant Data Clustering.},
  booktitle = {ICDM},
  year = {2004},
  pages = {75-82},
  url = {http://www.cs.brown.edu/~dcg/pubs/gondek_hofmann_non-redundant.pdf}
}

@misc{citeulike:112870,
  author = {D. Klein and S. Kamvar and C. Manning},
  title = {From instance-level constraints to space-level constraints: Making the most of prior knowledge in data clustering},
  year = {2002},
  url = {http://citeseer.ist.psu.edu/klein02from.html}
}

@inproceedings{conf/sigmod/NgLHP98,
  author = {Raymond T. Ng and Laks V. S. Lakshmanan and Jiawei Han and Alex Pang},
  title = {Exploratory Mining and Pruning Optimizations of Constrained Association Rules.},
  booktitle = {SIGMOD Conference},
  year = {1998},
  pages = {13-24},
  url = {http://dblp.uni-trier.de/db/conf/sigmod/sigmod98.html#NgLHP98}
}

@inproceedings{conf/icdt/KungNLH01,
  author = {Anthony K. H. Tung and Raymond T. Ng and Laks V. S. Lakshmanan and Jiawei Han},
  title = {Constraint-based clustering in large databases.},
  booktitle = {ICDT},
  year = {2001},
  pages = {405-419},
  url = {http://dblp.uni-trier.de/db/conf/icdt/icdt2001.html#KungNLH01}
}

@proceedings{citeulike:112869,
  author = {K. Wagstaff and C. Cardie},
  title = {Clustering with instance-level constraints},
  booktitle = {Proceedings of the Seventeenth International Conference on Machine Learning},
  year = {# 2000},
  pages = {1103--1110},
  url = {http://citeseer.ist.psu.edu/wagstaff00clustering.html}
}

@inproceedings{conf/icml/WagstaffCRS01,
  author = {Kiri Wagstaff and Claire Cardie and Seth Rogers and Stefan Schrödl},
  title = {Constrained K-means Clustering with Background Knowledge.},
  booktitle = {ICML},
  year = {2001},
  pages = {577-584},
  url = {http://www.litech.org/~wkiri/Papers/wagstaff-kmeans-01.pdf}
}

@inproceedings{xing03distance,
  author = {E. Xing and A. Ng and M. Jordan and S. Russell},
  title = {Distance metric learning, with application to clustering with side-information},
  booktitle = {Advances in NIPS},
  year = {2003},
  number = {vol. 15},
  url = {http://citeseer.ist.psu.edu/xing03distance.html}
}