@INPROCEEDINGS{bro96d,
  AUTHOR	= {Brodley, C. E. and Lane, T.},
  YEAR		= {1996},
  TITLE		= {Creating and exploiting diversity},
  BOOKTITLE	= {The Proceedings of the AAAI-96 Workshop:
                  Integrating Multiple Learned Models for Improving
                  and Scaling Machine Learning},
  ANNOTE	= {Full paper reviewed.}
}

@TECHREPORT{lan97a,
  AUTHOR	= {Lane, T. and Brodley, C. E.},
  YEAR		= {1997},
  TITLE		= {Detecting the abnormal: Machine learning in
                  computer security},
  NUMBER	= {TR-ECE 97-1},
  INSTITUTION	= {Purdue University, School of Electrical and
                  Computer Engineering},
  ADDRESS	= {West Lafayette, IN}
}

@INPROCEEDINGS{lan97b,
  AUTHOR	= {Lane, T. and Brodley, C. E.},
  YEAR		= {1997},
  TITLE		= {An application of machine learning to anomaly detection},
  booktitle = 	 {Proceedings of the Twentieth National Information
                  Systems Security Conference},
  organization = {The National Institute of Standards and Technology
                  and the National Computer Security Center},
  VOLUME	= 1,
  PAGES		= {366--380},
  publisher	= {National Institute of Standards and Technology},
  address	= {Gaithersburg, MD}
}

@INPROCEEDINGS{lan97c,
  AUTHOR	= {Lane, T. and Brodley, C. E.},
  TITLE		= {Sequence matching and learning in anomaly detection
                  for computer security},
  BOOKTITLE	= {Proceedings of AAAI-97 Workshop on AI Approaches to
                  Fraud Detection and Risk Management},
  PAGES		= {43--49},
  YEAR		= {1997},
  ANNOTE	= {Full paper reviewed.}
}

@TechReport{lan98a,
  author = 	 {Lane, T. and Brodley, C. E.},
  title = 	 {Machine Learning for Computer Security:  Learning to
                  Classify Anomalies in Temporal Sequence Data},
  institution =  {Purdue University, School of Electrical and Computer
                  Engineering},
  year = 	 1998,
  address =	 {West Lafayette, IN}
}

@InProceedings{lan98b,
  author = 	 {Lane, T. and Brodley, C. E.},
  title = 	 {Approaches to Online Learning and Concept Drift for
                  User Identification in Computer Security},
  booktitle = 	 {Proceedings of the Fourth International Conference on
                  Knowledge Discovery and Data Mining},
  year =	 1998,
  pages =	 {259--263},
  publisher =	 {AAAI Press},
  address =	 {Menlo Park, CA},
  annote =	 {Acceptance rate: 27\%}
}

@InProceedings{lan98c,
  author = 	 {Lane, T.},
  title = 	 {Filtering Techniques for Rapid User Classification},
  booktitle = 	 {Proceedings of the AAAI-98/ICML-98 Joint Workshop
                  on AI Approaches to Time-series Analysis},
  pages =	 {58--63},
  publisher =	 {AAAI Press},
  address =	 {Menlo Park, CA},
  year =	 {1998},
  annote =	 {Full paper reviewed.}
}

@InProceedings{lan98d,
  author = 	 {Lane, T. and Brodley, C. E.},
  title = 	 {Temporal Sequence Learning and Data Reduction for
                  Anomaly Detection},
  booktitle = 	 {Proceedings of the Fifth ACM Conference on Computer
                  and Communications Security},
  year =	 1998,
  organization = {Association for Computing Machinery},
  month =	 {Nov},
  pages =	 {150--158},
  annote =	 {Acceptance rate: 20\%.}
}

@Article{lan99a,
  author = 	 {Lane, T. and Brodley, C. E.},
  title = 	 {Temporal Sequence Learning and Data Reduction for
                  Anomaly Detection},
  journal = 	 {ACM Transactions on Information and System Security},
  year = 	 1999,
  volume =	 2,
  number =	 3,
  pages =	 {295--331}
}

@InProceedings{lan99b,
  author = 	 {Lane, T.},
  title = 	 {Hidden Markov Models for Human/Computer Interface
                  Modeling},
  booktitle = 	 {Proceedings of the IJCAI-99 Workshop on Learning
                  About Users},
  year =	 1999,
  pages =	 {35-44},
  annote =	 {Full paper reviewed.}
}

@Article{lan99c,
  author = 	 {Lane, T. and Brodley, C. E.},
  title = 	 {An Empirical Study of Two Approaches to Sequence
                  Learning for Anomaly Detection},
  journal = 	 {Machine Learning},
  year = 	 1999,
  note =	 {Under review.}
}

@InProceedings{lan00a,
  author = 	 {Lane, T. and Brodley, C. E.},
  title = 	 {Data Reduction Techniques for Instance-Based
                  Learning of Human/Computer Interface Data},
  booktitle = 	 {Proceedings of the Seventeenth International
                  Conference on Machine Learning},
  pages =	 {519--526},
  year =	 2000,
  annote =	 {Greedy clustering vs. K-centers work.}
}

@PhdThesis{lan00b,
  author = 	 {Lane, T.},
  title = 	 {Machine Learning Techniques for the Computer
                  Security Domain of Anomaly Detection},
  school = 	 {Purdue University},
  year = 	 2000,
  address =	 {W. Lafayette, IN},
  month =	 aug
}

@InProceedings{lan2001a,
  author = 	 {Lane, T. and Kaelbling, L. P.},
  title = 	 {Toward Hierarchical Decomposition for Planning in
                  Uncertain Environments},
  booktitle = 	 {Proceedings of the 2001 IJCAI Workshop on
                  Planning under Uncertainty and Incomplete Information},
  year =	 {2001, to appear},
  address =	 {Seattle, WA},
  month =	 aug,
  publisher =	 {AAAI Press},
}

@InProceedings{lan2001b,
  author = 	 {Lane, T. and Kaelbling, L. P.},
  title = 	 {Approaches to Macro Decompositions of Large Markov
                  Decision Process Planning Problems},
  booktitle = 	 {Proceedings of the 2001 SPIE Conference on Mobile
                  Robotics},
  year =	 2001,
  address =	 {Newton, MA},
  organization = {SPIE}
}


@InProceedings{blu2003b,
  author       = {Blum, A. and Chawla, S. and Karger, D. and
                  Lane, T. and Meyerson, A. and Minkoff, M.},
  title        = {Approximation Algorithms for Orienteering and
                  Discounted-Reward {TSP}},
  booktitle    = {Proceedings of the 44th Annual IEEE Symposium
                  on Foundations of Computer Science (FOCS-2003)},
  year	       = 2003,
  address      = {Cambridge, MA},
  organization = {IEEE},
  url	       = {http://theory.lcs.mit.edu/~karger/Papers/markovTSP.ps}
}