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2020 – today
- 2024
[j9]Ziheng Chen
, Fabrizio Silvestri, Gabriele Tolomei, Jia Wang, He Zhu, Hongshik Ahn:
Explain the Explainer: Interpreting Model-Agnostic Counterfactual Explanations of a Deep Reinforcement Learning Agent. IEEE Trans. Artif. Intell. 5(4): 1443-1457 (2024)- 2022
- [c2]Ziheng Chen, Fabrizio Silvestri, Jia Wang, He Zhu, Hongshik Ahn, Gabriele Tolomei:
ReLAX: Reinforcement Learning Agent Explainer for Arbitrary Predictive Models. CIKM 2022: 252-261 - [i4]Ziheng Chen, Fabrizio Silvestri, Jia Wang, Yongfeng Zhang, Zhenhua Huang, Hongshik Ahn, Gabriele Tolomei:
GREASE: Generate Factual and Counterfactual Explanations for GNN-based Recommendations. CoRR abs/2208.04222 (2022) - 2021
- [j8]Qing Zhang, Hongshik Ahn:
Subgroup analysis of censored data on cancer treatment. Commun. Stat. Simul. Comput. 50(12): 4041-4058 (2021) - [c1]Ziheng Chen, Jin Huang, Hongshik Ahn, Xin Ning:
Costly Features Classification using Monte Carlo Tree Search. IJCNN 2021: 1-8 - [i3]Ziheng Chen, Jin Huang, Hongshik Ahn, Xin Ning:
Costly Features Classification using Monte Carlo Tree Search. CoRR abs/2102.07073 (2021) - [i2]Ziheng Chen, Fabrizio Silvestri, Gabriele Tolomei, He Zhu, Jia Wang, Hongshik Ahn:
ReLACE: Reinforcement Learning Agent for Counterfactual Explanations of Arbitrary Predictive Models. CoRR abs/2110.11960 (2021) - 2020
- [j7]Ziheng Chen, Hongshik Ahn:
Item Response Theory Based Ensemble in Machine Learning. Int. J. Autom. Comput. 17(5): 621-636 (2020)
2010 – 2019
- 2019
- [i1]Ziheng Chen, Hongshik Ahn:
Item Response Theory based Ensemble in Machine Learning. CoRR abs/1911.04616 (2019) - 2014
- [j6]Yu-Chuan Chen, Hyejung Ha, Hyunjoong Kim, Hongshik Ahn:
Canonical Forest. Comput. Stat. 29(3): 849-867 (2014)
2000 – 2009
- 2009
- [j5]Ralph L. Kodell, Bruce A. Pearce, Songjoon Baek, Hojin Moon, Hongshik Ahn, John F. Young, James J. Chen:
A model-free ensemble method for class prediction with application to biomedical decision making. Artif. Intell. Medicine 46(3): 267-276 (2009) - 2008
- [j4]Adrienne Chu, Hongshik Ahn, Bhawna Halwan, Bruce Kalmin, Everson L. A. Artifon, Alan Barkun, Michail G. Lagoudakis, Atul Kumar:
A decision support system to facilitate management of patients with acute gastrointestinal bleeding. Artif. Intell. Medicine 42(3): 247-259 (2008) - 2007
- [j3]Hojin Moon, Hongshik Ahn, Ralph L. Kodell, Songjoon Baek, Chien-Ju Lin, James J. Chen:
Ensemble methods for classification of patients for personalized medicine with high-dimensional data. Artif. Intell. Medicine 41(3): 197-207 (2007) - [j2]Hongshik Ahn, Hojin Moon, Melissa J. Fazzari, Noha Lim, James J. Chen, Ralph L. Kodell:
Classification by ensembles from random partitions of high-dimensional data. Comput. Stat. Data Anal. 51(12): 6166-6179 (2007) - 2005
- [j1]Yunhee Choi, Hongshik Ahn, James J. Chen:
Regression trees for analysis of count data with extra Poisson variation. Comput. Stat. Data Anal. 49(3): 893-915 (2005)
Coauthor Index
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