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ORCIDBibTeX records: T. Ryan Hoens
@inproceedings{DBLP:conf/kdd/ShanHJWYM16,
author = {Ying Shan and
T. Ryan Hoens and
Jian Jiao and
Haijing Wang and
Dong Yu and
J. C. Mao},
editor = {Balaji Krishnapuram and
Mohak Shah and
Alexander J. Smola and
Charu C. Aggarwal and
Dou Shen and
Rajeev Rastogi},
title = {Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial
Features},
booktitle = {Proceedings of the 22nd {ACM} {SIGKDD} International Conference on
Knowledge Discovery and Data Mining, San Francisco, CA, USA, August
13-17, 2016},
pages = {255--262},
publisher = {{ACM}},
year = {2016},
url = {https://doi.org/10.1145/2939672.2939704},
doi = {10.1145/2939672.2939704},
timestamp = {Mon, 15 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/ShanHJWYM16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tist/HoensBSC13,
author = {T. Ryan Hoens and
Marina Blanton and
Aaron Steele and
Nitesh V. Chawla},
title = {Reliable medical recommendation systems with patient privacy},
journal = {{ACM} Trans. Intell. Syst. Technol.},
volume = {4},
number = {4},
pages = {67:1--67:31},
year = {2013},
url = {https://doi.org/10.1145/2508037.2508048},
doi = {10.1145/2508037.2508048},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tist/HoensBSC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ida/RiderJDHC13,
author = {Andrew K. Rider and
Reid A. Johnson and
Darcy A. Davis and
T. Ryan Hoens and
Nitesh V. Chawla},
editor = {Allan Tucker and
Frank H{\"{o}}ppner and
Arno Siebes and
Stephen Swift},
title = {Classifier Evaluation with Missing Negative Class Labels},
booktitle = {Advances in Intelligent Data Analysis {XII} - 12th International Symposium,
{IDA} 2013, London, UK, October 17-19, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {8207},
pages = {380--391},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-41398-8\_33},
doi = {10.1007/978-3-642-41398-8\_33},
timestamp = {Fri, 22 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ida/RiderJDHC13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/datamine/CieslakHCK12,
author = {David A. Cieslak and
T. Ryan Hoens and
Nitesh V. Chawla and
W. Philip Kegelmeyer},
title = {Hellinger distance decision trees are robust and skew-insensitive},
journal = {Data Min. Knowl. Discov.},
volume = {24},
number = {1},
pages = {136--158},
year = {2012},
url = {https://doi.org/10.1007/s10618-011-0222-1},
doi = {10.1007/S10618-011-0222-1},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/datamine/CieslakHCK12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pai/HoensPC12,
author = {T. Ryan Hoens and
Robi Polikar and
Nitesh V. Chawla},
title = {Learning from streaming data with concept drift and imbalance: an
overview},
journal = {Prog. Artif. Intell.},
volume = {1},
number = {1},
pages = {89--101},
year = {2012},
url = {https://doi.org/10.1007/s13748-011-0008-0},
doi = {10.1007/S13748-011-0008-0},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pai/HoensPC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/HoensC12,
author = {Thomas Ryan Hoens and
Nitesh V. Chawla},
editor = {Qiang Yang and
Deepak Agarwal and
Jian Pei},
title = {Learning in non-stationary environments with class imbalance},
booktitle = {The 18th {ACM} {SIGKDD} International Conference on Knowledge Discovery
and Data Mining, {KDD} '12, Beijing, China, August 12-16, 2012},
pages = {168--176},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2339530.2339558},
doi = {10.1145/2339530.2339558},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/HoensC12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HoensQCZ12,
author = {T. Ryan Hoens and
Qi Qian and
Nitesh V. Chawla and
Zhi{-}Hua Zhou},
editor = {Pang{-}Ning Tan and
Sanjay Chawla and
Chin Kuan Ho and
James Bailey},
title = {Building Decision Trees for the Multi-class Imbalance Problem},
booktitle = {Advances in Knowledge Discovery and Data Mining - 16th Pacific-Asia
Conference, {PAKDD} 2012, Kuala Lumpur, Malaysia, May 29-June 1, 2012,
Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {7301},
pages = {122--134},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-30217-6\_11},
doi = {10.1007/978-3-642-30217-6\_11},
timestamp = {Mon, 17 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pakdd/HoensQCZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/HoensCP11,
author = {T. Ryan Hoens and
Nitesh V. Chawla and
Robi Polikar},
editor = {Diane J. Cook and
Jian Pei and
Wei Wang and
Osmar R. Za{\"{\i}}ane and
Xindong Wu},
title = {Heuristic Updatable Weighted Random Subspaces for Non-stationary Environments},
booktitle = {11th {IEEE} International Conference on Data Mining, {ICDM} 2011,
Vancouver, BC, Canada, December 11-14, 2011},
pages = {241--250},
publisher = {{IEEE} Computer Society},
year = {2011},
url = {https://doi.org/10.1109/ICDM.2011.75},
doi = {10.1109/ICDM.2011.75},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/HoensCP11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/RaederHC10,
author = {Troy Raeder and
T. Ryan Hoens and
Nitesh V. Chawla},
editor = {Geoffrey I. Webb and
Bing Liu and
Chengqi Zhang and
Dimitrios Gunopulos and
Xindong Wu},
title = {Consequences of Variability in Classifier Performance Estimates},
booktitle = {{ICDM} 2010, The 10th {IEEE} International Conference on Data Mining,
Sydney, Australia, 14-17 December 2010},
pages = {421--430},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/ICDM.2010.110},
doi = {10.1109/ICDM.2010.110},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/RaederHC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ihi/HoensBC10,
author = {T. Ryan Hoens and
Marina Blanton and
Nitesh V. Chawla},
editor = {Tiffany C. Veinot and
{\"{U}}mit V. {\c{C}}ataly{\"{u}}rek and
Gang Luo and
Henrique Andrade and
Neil R. Smalheiser},
title = {Reliable medical recommendation systems with patient privacy},
booktitle = {{ACM} International Health Informatics Symposium, {IHI} 2010, Arlington,
VA, USA, November 11 - 12, 2010, Proceedings},
pages = {173--182},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1882992.1883018},
doi = {10.1145/1882992.1883018},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ihi/HoensBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/HoensC10,
author = {T. Ryan Hoens and
Nitesh V. Chawla},
editor = {Mohammed Javeed Zaki and
Jeffrey Xu Yu and
Balaraman Ravindran and
Vikram Pudi},
title = {Generating Diverse Ensembles to Counter the Problem of Class Imbalance},
booktitle = {Advances in Knowledge Discovery and Data Mining, 14th Pacific-Asia
Conference, {PAKDD} 2010, Hyderabad, India, June 21-24, 2010. Proceedings.
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6119},
pages = {488--499},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-13672-6\_46},
doi = {10.1007/978-3-642-13672-6\_46},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/HoensC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/socialcom/HoensBC10,
author = {T. Ryan Hoens and
Marina Blanton and
Nitesh V. Chawla},
editor = {Ahmed K. Elmagarmid and
Divyakant Agrawal},
title = {A Private and Reliable Recommendation System for Social Networks},
booktitle = {Proceedings of the 2010 {IEEE} Second International Conference on
Social Computing, SocialCom / {IEEE} International Conference on Privacy,
Security, Risk and Trust, {PASSAT} 2010, Minneapolis, Minnesota, USA,
August 20-22, 2010},
pages = {816--825},
publisher = {{IEEE} Computer Society},
year = {2010},
url = {https://doi.org/10.1109/SocialCom.2010.124},
doi = {10.1109/SOCIALCOM.2010.124},
timestamp = {Thu, 23 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/socialcom/HoensBC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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