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T. Ryan Hoens

Thomas Ryan Hoens

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2010 – 2019

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2016
[c9]
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  - conf/kdd/ShanHJWYM16
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  - https://dblp.org/rec/conf/kdd/ShanHJWYM16
Ying Shan, T. Ryan Hoens, Jian Jiao, Haijing Wang, Dong Yu, J. C. Mao:
Deep Crossing: Web-Scale Modeling without Manually Crafted Combinatorial Features. KDD 2016: 255-262
2013
[j3]
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  - journals/tist/HoensBSC13
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T. Ryan Hoens, Marina Blanton, Aaron Steele, Nitesh V. Chawla:
Reliable medical recommendation systems with patient privacy. ACM Trans. Intell. Syst. Technol. 4(4): 67:1-67:31 (2013)
[c8]
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  - conf/ida/RiderJDHC13
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Andrew K. Rider, Reid A. Johnson, Darcy A. Davis, T. Ryan Hoens, Nitesh V. Chawla:
Classifier Evaluation with Missing Negative Class Labels. IDA 2013: 380-391
2012
[j2]
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  - journals/datamine/CieslakHCK12
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David A. Cieslak, T. Ryan Hoens, Nitesh V. Chawla, W. Philip Kegelmeyer:
Hellinger distance decision trees are robust and skew-insensitive. Data Min. Knowl. Discov. 24(1): 136-158 (2012)
[j1]
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T. Ryan Hoens, Robi Polikar, Nitesh V. Chawla:
Learning from streaming data with concept drift and imbalance: an overview. Prog. Artif. Intell. 1(1): 89-101 (2012)
[c7]
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Thomas Ryan Hoens, Nitesh V. Chawla:
Learning in non-stationary environments with class imbalance. KDD 2012: 168-176
[c6]
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  - conf/pakdd/HoensQCZ12
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T. Ryan Hoens, Qi Qian, Nitesh V. Chawla, Zhi-Hua Zhou:
Building Decision Trees for the Multi-class Imbalance Problem. PAKDD (1) 2012: 122-134
2011
[c5]
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  - conf/icdm/HoensCP11
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T. Ryan Hoens, Nitesh V. Chawla, Robi Polikar:
Heuristic Updatable Weighted Random Subspaces for Non-stationary Environments. ICDM 2011: 241-250
2010
[c4]
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  - conf/icdm/RaederHC10
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Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla:
Consequences of Variability in Classifier Performance Estimates. ICDM 2010: 421-430
[c3]
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  - conf/ihi/HoensBC10
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T. Ryan Hoens, Marina Blanton, Nitesh V. Chawla:
Reliable medical recommendation systems with patient privacy. IHI 2010: 173-182
[c2]
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  - conf/pakdd/HoensC10
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T. Ryan Hoens, Nitesh V. Chawla:
Generating Diverse Ensembles to Counter the Problem of Class Imbalance. PAKDD (2) 2010: 488-499
[c1]
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  - conf/socialcom/HoensBC10
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T. Ryan Hoens, Marina Blanton, Nitesh V. Chawla:
A Private and Reliable Recommendation System for Social Networks. SocialCom/PASSAT 2010: 816-825

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