tag.data_mining.bib

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@comment{{Command line: bib2bib -ob root/pubs/bibtex/jcorso_stripped.bib --remove Date-Added --remove Date-Modified --remove Bdsk-Url-1 --remove Bdsk-File-1 --remove Category root/pubs/bibtex/jcorso.bib}}
@article{JoXiCoTKDE2016,
  author = {Johnson, D. M. and Xiong, C. and {\bf Corso}, {\bf J. J.}},
  doi = {http://dx.doi.org/10.1109/TKDE.2015.2507130},
  grants = {cssgII, cssgIII, career},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  number = {4},
  pages = {1035--1046},
  projects = {cssgII, cssgIII, darpaace, career, nps, mindseye, selected},
  researcharea = {DM},
  tags = {data mining, machine learning, metric learning, semi-supervised},
  title = {Semi-Supervised Nonlinear Distance Metric Learning via Forests of Max-Margin Cluster Hierarchies},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/johnson_tkde_preprint.pdf},
  venue = {TKDE},
  volume = {28},
  year = {2016},
  bdsk-url-2 = {http://dx.doi.org/10.1109/TKDE.2015.2507130}
}
@inproceedings{XiMcCoAAAI2014,
  author = {Xiong, C. and McCloskey, S. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence},
  grants = {cssgII,career},
  projects = {cssgII,cssgIII,darpaace,career},
  researcharea = {DM},
  tags = {data mining, machine learning, domain adaptation},
  title = {Latent Domains for Visual Domain Adaptation},
  venue = {AAAI},
  year = {2014}
}
@article{XiJoCoTPAMI2017,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  grants = {career,cssg,cssgII,cssgIII,mindseye,aroyip},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  note = {Original Version: ArXiv 1402.1783},
  number = {1},
  pages = {5--17},
  projects = {cssgII,cssgIII,darpaace,career},
  researcharea = {DM},
  tags = {data mining, machine learning},
  title = {Active Clustering with Model-Based Uncertainty Reduction},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_TPAMI_ace.pdf},
  venue = {TPAMI},
  volume = {39},
  year = {2017}
}
@inproceedings{XiChChSDM2014,
  author = {Xiong, C. and Chen, W. and Chen, G. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of {SIAM} International Conference on Data Mining},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/AQH.zip},
  grants = {cssgII,cssgIII,career},
  projects = {cssgII,cssgIII,darpaace,career,selected},
  researcharea = {DM},
  tags = {data mining, machine learning},
  title = {Adaptive Quantization: An Information-Based Approach to Learning Binary Codes},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_SDM2014_adahash.pdf},
  venue = {SDM},
  year = {2014}
}
@inproceedings{XiJoCoAAAI2013,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track)},
  grants = {cssgII,career},
  projects = {cssgII,cssgIII,darpaace,career},
  researcharea = {DM},
  tags = {data mining, machine learning, spectral clustering, active clustering, graph-based},
  title = {Uncertainty Reduction For Active Image Clustering via a Hybrid Global-Local Uncertainty Model},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_AAAI2013_LBP_aic.pdf},
  venue = {AAAI},
  year = {2013}
}
@inproceedings{JoXiGaAAAI2013,
  author = {Johnson, D. M. and Xiong, C. and Gao, J. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of AAAI Conference on Artificial Intelligence (Late-Breaking Papers Track)},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/HAI.zip},
  grants = {cssgII, career},
  projects = {cssgII,cssgIII,darpaace,career},
  researcharea = {DM},
  tags = {data mining, machine learning, spectral clustering, active clustering, hierarchical},
  title = {Comprehensive Cross-Hierarchy Cluster Agreement Evaluation},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/dmjohnson_AAAI2013_LBP_hai.pdf},
  venue = {AAAI},
  year = {2013}
}
@inproceedings{CoGaFoDH2013,
  author = {Coffee, N. and Gawley, J. and Forstall, C. W. and Scheirer, W. J. and Johnson, D. and {\bf Corso}, {\bf J. J.} and Parks, B.},
  booktitle = {Proceedings of Digital Humanities},
  grants = {cssgII},
  researcharea = {ML},
  tags = {active clustering, data mining, machine learning, natural language, digitial humanities},
  title = {Modelling the Interpretation of Literary Allusion with Machine Learning Techniques},
  venue = {DH},
  year = {2013}
}
@inproceedings{XiCoMDMKDD2012,
  author = {Xiong, C. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Multimedia Data Mining Workshop in Conjunction with the ACM SIGKDD Conference on Knowledge Discovery and Data Mining (MDMKDD)},
  grants = {cssg, cssgII, mindseye, career, aroyip},
  projects = {darpaace, cssg, cssgII, mindseye, career, aroyip, video},
  researcharea = {CV},
  tags = {computer vision, data mining, cosegmentation, activity recognition, video understanding, machine learning},
  title = {Coaction Discovery: Segmentation of Common Actions Across Multiple Videos},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_MDMKDD2012_coaction.pdf},
  venue = {MDMKDD},
  year = {2012}
}
@inproceedings{XiJoCoECDM2012b,
  author = {Xiong, C. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Data Mining},
  grants = {cssgII, career},
  note = {{\bf Winner of Best Paper Award at ECDM 2012.}},
  projects = {cssgII, darpaace, metriclearning},
  researcharea = {DM},
  tags = {data mining, machine learning, max-margin, metric learning},
  title = {Efficient Max-Margin Metric Learning},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ECDM2012_maxmargin.pdf},
  venue = {ECDM},
  year = {2012}
}
@inproceedings{XiJoCoECDM2012,
  author = {Xiong, C. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Data Mining},
  grants = {cssgII, career},
  projects = {cssgII, darpaace},
  researcharea = {DM},
  tags = {data mining, machine learning, spectral clustering, active clustering, graph-based},
  title = {Spectral Active Clustering via Purification of the $k$-Nearest Neighbor Graph},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/ECDM2012_activeclustering.pdf},
  venue = {ECDM},
  year = {2012}
}
@inproceedings{XiJoXuKDD2012,
  author = {Xiong, C. and Johnson, D. and Xu, R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining},
  codedownload = {http://web.eecs.umich.edu/~jjcorso/pubs/RFD_Package.zip},
  grants = {career, aroyip, cssgII},
  projects = {darpaace, cssgII, career, aroyip, cssg, selected},
  researcharea = {DM},
  slides = {http://web.eecs.umich.edu/~jjcorso/pubs/cxiong_KDD2012_rfd.ppsx},
  tags = {data mining, machine learning, metric learning, random forest},
  title = {Random Forests for Metric Learning with Implicit Pairwise Position Dependence},
  url = {http://web.eecs.umich.edu/~jjcorso/pubs/xiong_KDD2012.pdf},
  venue = {KDD},
  year = {2012}
}
@inbook{DuCoClBOOK2007,
  author = {Dube, S. and {\bf Corso},{\bf J. J.} and Cloughesy, T. F. and El-Saden, S. and Yuille, A. and Sinha, U.},
  chapter = {Automated MR Image Processing and Analysis of Malignant Brain Tumors: Enabling Technology for Data Mining},
  projects = {braintumor},
  publisher = {American Institute of Physics},
  researcharea = {MI},
  tags = {medical imaging, data mining, braintumor, neuroimaging},
  title = {Data Mining Systems Analysis and Optimization in Biomedicine},
  venue = {BOOK},
  year = {2007}
}