pubs.bib

@article{parker-measureart,
  author = {Charles Parker},
  title = {{On Measuring the Performance of Binary Classifiers}},
  journal = {Knowledge and Information Systems},
  doi = {10.1007/s10115-012-0558-x},
  year = {2013},
  volume = {35},
  issue = {1},
  pages = {131--152}
}
@article{parker-dtlart,
  author = {X. Shelley Zhang and S. Yoon and P. DiBona and D. S. Appling and L. Ding and J. R. Doppa and D. Greeny and J. K. Guo and U. Kuter and G. Levine and R. L. MacTavish and D. McFarlane and J. R. Michaelis and Hala Mostafa and S. Onta{\~n}\'{o}n and C. Parker and J. Radhakrishnan and A. Rebguns and B. Shrestha and Z. Song and E. B. Trewhitt and Huzaifa Zafar and Chongjie Zhang and Daniel Corkill and G. DeJong and T. G. Dietterich and S. Kambhampati and Victor Lesser},
  title = {{An Ensemble Architecture for Learning Complex Problem-Solving Techniques from Demonstration}},
  volume = {4},
  number = {3},
  journal = {ACM Transactions on Intelligent Systems and Technology (TIST)},
  year = {2012},
  pages = {75:1--75:38},
  url = {http://mas.cs.umass.edu/paper/514}
}
@inproceedings{parker:measure,
  author = {Charles Parker},
  title = {An Analysis of Performance Measures for Binary Classification},
  booktitle = {The International Conference on Data Mining},
  pages = {517--526},
  address = {Vancouver, Canada},
  month = {December},
  year = {2011},
  url = {http://www.clparker.org/parker-measure.pdf}
}
@inproceedings{parker:geo,
  author = {Charles Parker and Dhiraj Joshi and Phoury Lei and Jiebo Luo},
  title = {Finding geographically representative music via social media},
  booktitle = {Proceedings of the First International ACM Workshop on Music Information Retrieval with User-centered and Multimodal Strategies},
  month = {November},
  year = {2011},
  pages = {27--32}
}
@techreport{parker:meastech,
  author = {Charles Parker},
  title = {Performance Measure Choices for Evaluating Binary Classifiers},
  number = {345598M},
  institution = {Eastman Kodak Company},
  address = {Rochester, NY},
  month = {January},
  year = {2011}
}
@techreport{parker:audiotech,
  author = {Charles Parker},
  title = {An Exploration of Semantic Audio Classification},
  number = {345596K},
  institution = {Eastman Kodak Company},
  address = {Rochester, NY},
  month = {December},
  year = {2010}
}
@inproceedings{parker:kld,
  author = {Charles Parker},
  title = {Anchor Point Selection by {KL}-Divergence},
  booktitle = {WNYIPW '10: The Western New York Image Processing Workshop},
  address = {Rochester, NY},
  month = {November},
  year = {2010},
  url = {http://www.clparker.org/parker-kld.pdf}
}
@inproceedings{parker:audio,
  author = {Charles Parker},
  title = {An Empirical Study of Feature Extraction Methods for Audio Classification},
  booktitle = {ICPR '10: The Twentieth International Conference on Pattern Recognition},
  address = {Istanbul, Turkey},
  pages = {4593--4596},
  month = {August},
  year = {2010},
  url = {http://www.clparker.org/parker-audio.pdf}
}
@inproceedings{parker:art,
  author = {Charles Parker and Paul Messier},
  title = {Automating Art Print Authentication Using Metric Learning},
  booktitle = {IAAI '09:  The Twenty-First Innovative Applications of Artificial Intelligence Conference},
  address = {Pasadena, CA},
  month = {July},
  year = {2009},
  url = {http://www.clparker.org/parker-art.pdf}
}
@inproceedings{parker:dtl,
  author = {X. Shelley Zhang and S. Yoon and P. DiBona and D. S. Appling and L. Ding and J. R. Doppa and D. Greeny and J. K. Guo and U. Kuter and G. Levine and R. L. MacTavish and D. McFarlane and J. R. Michaelis and Hala Mostafa and S. Onta{\~n}\'{o}n and C. Parker and J. Radhakrishnan and A. Rebguns and B. Shrestha and Z. Song and E. B. Trewhitt and Huzaifa Zafar and Chongjie Zhang and Daniel Corkill and G. DeJong and T. G. Dietterich and S. Kambhampati and Victor Lesser},
  title = {An Ensemble Learning and Problem Solving Architecture for Airspace Management},
  booktitle = {IAAI '09:  The Twenty-First Innovative Applications of Artificial Intelligence Conference},
  address = {Pasadena, CA},
  pages = {203--210},
  month = {July},
  year = {2009},
  url = {http://www.clparker.org/parker-dtl.pdf}
}
@techreport{parker:data,
  author = {Charles Parker},
  title = {An Analysis of {Kodak} NexPress Failure Data},
  number = {344794L},
  institution = {Eastman Kodak Company},
  address = {Rochester, NY},
  month = {December},
  year = {2008}
}
@phdthesis{parker:thesis,
  author = {Charles Parker},
  title = {Structured Gradient Boosting},
  school = {Oregon State Unversity},
  address = {Corvallis, OR},
  month = {August},
  year = {2007},
  url = {http://www.clparker.org/parker-thesis.pdf}
}
@inproceedings{parker:plan,
  author = {Charles Parker and Prasad Tadepalli and Weng-Keen Wong and Thomas Dietterich and Alan Fern},
  title = {Learning from Demonstrations via Structured Prediction},
  booktitle = {AAAI '07 Workshop on Acquiring Planning Knowledge via Demonstration},
  address = {Vancouver, BC, Canada},
  month = {July},
  year = {2007},
  url = {http://www.clparker.org/parker-plan.pdf}
}
@inproceedings{parker:ret,
  author = {Charles Parker and Alan Fern and Prasad Tadepalli},
  title = {Learning for Efficient Retrieval of Structured Data with Noisy Queries},
  booktitle = {ICML '07: The Twenty-Fourth International Conference on Machine Learning},
  address = {Corvallis, OR},
  pages = {729--736},
  month = {June},
  year = {2007},
  url = {http://www.clparker.org/parker-ret.pdf}
}
@inproceedings{parker:grad,
  author = {Charles Parker and Alan Fern and Prasad Tadepalli},
  title = {Gradient Boosting for Sequence Alignment},
  booktitle = {AAAI '06: The Twenty-First National Conference on Artificial Intelligence},
  pages = {452--457},
  address = {Boston, MA},
  month = {July},
  year = {2006},
  url = {http://www.clparker.org/parker-grad.pdf}
}
@inproceedings{parker:ismir,
  author = {Charles Parker},
  title = {Applications of Binary Classification and Adaptive Boosting to the Query-by-Humming Problem},
  booktitle = {International Symposium on Music Information Retrieval},
  address = {London, England},
  pages = {245--251},
  month = {September},
  year = {2005},
  url = {http://www.clparker.org/parker-ismir.pdf}
}
@inproceedings{parker:syn,
  author = {Charles Parker},
  title = {Examining Synthetic Databases in Melodic Retrieval Testing},
  booktitle = {International Conference on Computer Music},
  address = {Miami, FL},
  month = {November},
  year = {2004},
  url = {http://www.clparker.org/parker-syn.pdf}
}
@inproceedings{parker:tree,
  author = {Charles Parker},
  title = {A Fast Tree-Based Method for Melodic Retrieval},
  booktitle = {ACM Joint International Conference on Digital Libraries},
  address = {Tucson, AZ},
  month = {June},
  year = {2004},
  url = {http://www.clparker.org/parker-tree.pdf}
}
@inproceedings{parker:qbh,
  author = {Charles Parker},
  title = {Towards Intelligent String Matching in Query-by-Humming Systems},
  booktitle = {IEEE International Conference on Multimedia and Expo},
  address = {Baltimore, MD},
  pages = {25--28},
  month = {June},
  year = {2003},
  url = {http://www.clparker.org/parker-qbh.pdf}
}

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