T. Ryan Hoens

Publication Activity (10 Years)

Years Active: 2010-2016
Publications (10 Years): 1

Top Topics

Class Imbalance

Top Venues

Data Min. Knowl. Discov.

Publications

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)
Andrew K. Rider, Reid A. Johnson, Darcy A. Davis, T. Ryan Hoens, Nitesh V. Chawla
Classifier Evaluation with Missing Negative Class Labels. IDA (2013)
T. Ryan Hoens, Marina Blanton, Aaron Steele, Nitesh V. Chawla
Reliable medical recommendation systems with patient privacy. ACM Trans. Intell. Syst. Technol. 4 (4) (2013)
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) (2012)
T. Ryan Hoens, Qi Qian, Nitesh V. Chawla, Zhi-Hua Zhou
Building Decision Trees for the Multi-class Imbalance Problem. PAKDD (1) (2012)
T. Ryan Hoens, Robi Polikar, Nitesh V. Chawla
Learning from streaming data with concept drift and imbalance: an overview. Prog. Artif. Intell. 1 (1) (2012)
T. Ryan Hoens, Nitesh V. Chawla, Robi Polikar
Heuristic Updatable Weighted Random Subspaces for Non-stationary Environments. ICDM (2011)
T. Ryan Hoens, Marina Blanton, Nitesh V. Chawla
Reliable medical recommendation systems with patient privacy. IHI (2010)
T. Ryan Hoens, Nitesh V. Chawla
Generating Diverse Ensembles to Counter the Problem of Class Imbalance. PAKDD (2) (2010)
Troy Raeder, T. Ryan Hoens, Nitesh V. Chawla
Consequences of Variability in Classifier Performance Estimates. ICDM (2010)
T. Ryan Hoens, Marina Blanton, Nitesh V. Chawla
A Private and Reliable Recommendation System for Social Networks. SocialCom/PASSAT (2010)