jcorso.darpaace.bib

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@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},
  journal = {IEEE Transactions on Knowledge and Data Engineering},
  number = {4},
  pages = {1035--1046},
  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},
  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},
  tags = {data mining, machine learning, domain adaptation},
  title = {Latent Domains for Visual Domain Adaptation},
  year = {2014}
}

@article{XiJoCoTPAMI2017,
  author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
  journal = {{IEEE Transactions on Pattern Analysis and Machine Intelligence}},
  note = {Original Version: ArXiv 1402.1783},
  number = {1},
  pages = {5--17},
  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},
  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},
  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},
  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)},
  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},
  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},
  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},
  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)},
  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},
  year = {2012}
}

@inproceedings{XiJoCoECDM2012b,
  author = {Xiong, C. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Data Mining},
  note = {{\bf Winner of Best Paper Award at ECDM 2012.}},
  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},
  year = {2012}
}

@inproceedings{XiJoCoECDM2012,
  author = {Xiong, C. and Johnson, D. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of European Conference on Data Mining},
  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},
  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},
  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},
  year = {2012}
}