tag.machine_learning.bib

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@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{DaSrCoWSDM2013,
  author = {Das, P. and Srihari, R. K. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of Sixth ACM International Conference on Web Search and Data Mining},
  grants = {aladdin},
  projects = {aladdin, ontology, semlabel, selected, videototext},
  researcharea = {AI},
  tags = {computer vision, natural language, multimedia, video understanding, video summarization, machine learning, video to text},
  title = {Translating Related Words to Videos and Back through Latent Topics},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/wsdm13-das-final.pdf},
  venue = {WSDM},
  year = {2013}
}

@inproceedings{KeCoICMLA2012,
  author = {Keane, K. R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of 11th International Conference on Machine Learning and Applications},
  researcharea = {CF},
  tags = {computational finance, machine learning, dynamic linear models},
  title = {Maintaining Prior Distributions Across Evolving Eigenspaces: An Application to Portfolio Construction},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/keane_ICMLA2012.pdf},
  venue = {ICMLA},
  year = {2012}
}

@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}
}

@inproceedings{KeCoICPRAM2012,
  author = {Keane, K. R. and {\bf Corso}, {\bf J. J.}},
  booktitle = {Proceedings of International Conference on Pattern Recognition Applications and Methods},
  projects = {compfinance},
  researcharea = {CF},
  tags = {dynamic linear models, computational finance, machine learning},
  title = {Dynamically Mixing Dynamic Linear Models with Applications in Finance},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/krkeane_icpram2012.pdf},
  venue = {ICPRAM},
  year = {2012}
}

@inproceedings{GiCoFiEMBS2009,
  author = {Girgis, H. Z. and {\bf Corso}, {\bf J. J.} and Fischer, D.},
  booktitle = {Proceedings of IEEE Conference on Engineering in Medicine and Biology},
  pages = {4949--4953},
  researcharea = {ML},
  tags = {machine learning, bioinformatics, hierarchical},
  title = {On-line hierarchy of general linear models for selecting and ranking the best predicted protein structures},
  url = {http://www.cse.buffalo.edu/~jcorso/pubs/embs2009_girgis.pdf},
  venue = {EMBS},
  volume = {1},
  year = {2009}
}

@techreport{GiCoTR2008,
  author = {Girgis, H. and {\bf Corso}, {\bf J. J.}},
  institution = {University at Buffalo SUNY},
  number = {2008-16},
  researcharea = {BI},
  tags = {bioinformatics, machine learning, protein structure prediction},
  title = {{STP: The Sample-Train-Predict Algorithm and Its Application to Protein Structure Meta-Selection}},
  venue = {TR},
  year = {2008}
}