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}}
@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,selected},
researcharea = {DM},
tags = {data mining, machine learning, domain adaptation},
title = {Latent Domains for Visual Domain Adaptation},
venue = {AAAI},
year = {2014}
}
@techreport{XiJoCoARXIV2014,
author = {Xiong, C. and Johnson, D. M. and {\bf Corso}, {\bf J. J.}},
grants = {career,cssg,cssgII,cssgIII,mindseye,aroyip},
institution = {arXiv},
number = {1402.1783},
projects = {cssgII,cssgIII,darpaace,career,career},
researcharea = {DM},
tags = {data mining, machine learning},
title = {Active Clustering with Model-Based Uncertainty Reduction},
url = {http://www.cse.buffalo.edu/~jcorso/pubs/cxiong_ac_arxiv.pdf},
venue = {ARXIV},
year = {2014}
}
@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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/pubs/RFD_Package.zip},
grants = {career, aroyip, cssgII},
projects = {darpaace, cssgII, career, aroyip, cssg, selected},
researcharea = {DM},
slides = {http://www.cse.buffalo.edu/~jcorso/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://www.cse.buffalo.edu/~jcorso/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}
}