Hugh A. Chipman

Publication Activity (10 Years)

Years Active: 1997-2017
Publications (10 Years): 2

Top Topics

Variable Selection

Top Venues

SIAM/ASA J. Uncertain. Quantification

PLoS Comput. Biol.

Qual. Reliab. Eng. Int.

Publications

Hugh A. Chipman, Michael S. Hamada
Using Bayesian Variable Selection to Analyze Regular Resolution IV Two-level Fractional Factorial Designs. Qual. Reliab. Eng. Int. 33 (3) (2017)
Shirin Golchi, Derek R. Bingham, Hugh A. Chipman, David A. Campbell
Monotone Emulation of Computer Experiments. SIAM/ASA J. Uncertain. Quantification 3 (1) (2015)
Mahdi Shafiei, Katherine A. Dunn, Hugh A. Chipman, Hong Gu, Joseph P. Bielawski
BiomeNet: A Bayesian Model for Inference of Metabolic Divergence among Microbial Communities. PLoS Comput. Biol. 10 (11) (2014)
Hugh A. Chipman
Editor's Report. Technometrics 55 (4) (2013)
Kary L. Myers, Earl Lawrence, Hugh A. Chipman
Special Issue: Conference on Data Analysis (CoDA) - Exploring Data-Focused Research across the Department of Energy. Technometrics 55 (4) (2013)
Hugh A. Chipman, Edward I. George, Robert B. Gramacy, Robert E. McCulloch
Bayesian treed response surface models. WIREs Data Mining Knowl. Discov. 3 (4) (2013)
Yan Yuan, Hugh A. Chipman, William J. Welch
Harvesting Classification Trees for Drug Discovery. J. Chem. Inf. Model. 52 (12) (2012)
Hugh A. Chipman
In Memoriam: Harry Smith, Jr. Technometrics 54 (2) (2012)
Hugh A. Chipman
Editorial Announcement. Technometrics 54 (4) (2012)
Hugh A. Chipman
Editor's Report. Technometrics 54 (4) (2012)
Hugh A. Chipman
Editor's Report. Technometrics 53 (4) (2011)
Mahdi Shafiei, Hugh A. Chipman
Mixed-Membership Stochastic Block-Models for Transactional Networks. ICDM (2010)
Mahdi Shafiei, Hugh A. Chipman
Mixed-Membership Stochastic Block-Models for Transactional Networks CoRR (2010)
Hugh A. Chipman, R. Jock MacKay, Stefan H. Steiner
Comment. Technometrics 52 (3) (2010)
Long Yang Wu, Hugh A. Chipman, Shelley B. Bull, Laurent Briollais, Kesheng Wang
A Bayesian segmentation approach to ascertain copy number variations at the population level. Bioinform. 25 (13) (2009)
X. Sunny Wang, G. A. Salloum, Hugh A. Chipman, William J. Welch, S. Stanley Young
Exploration of Cluster Structure-Activity Relationship Analysis in Efficient High-Throughput Screening. J. Chem. Inf. Model. 47 (3) (2007)
Charles Bouveyron, Hugh A. Chipman
Visualization and classification of graph-structured data: the case of the Enron dataset. IJCNN (2007)
Derek R. Bingham, Hugh A. Chipman
Incorporating Prior Information in Optimal Design for Model Selection. Technometrics 49 (2) (2007)
Mu Zhu, Hugh A. Chipman
Darwinian Evolution in Parallel Universes: A Parallel Genetic Algorithm for Variable Selection. Technometrics 48 (4) (2006)
Mu Zhu, Wanhua Su, Hugh A. Chipman
LAGO: A Computationally Efficient Approach for Statistical Detection. Technometrics 48 (2) (2006)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Bayesian Ensemble Learning. NIPS (2006)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Bayesian Treed Models. Mach. Learn. 48 (1-3) (2002)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
Managing Multiple Models. AISTATS (2001)
Hugh A. Chipman, Robert E. McCulloch
Hierarchical priors for Bayesian CART shrinkage. Stat. Comput. 10 (1) (2000)
Hugh A. Chipman, Edward I. George, Robert E. McCulloch
A Bayesian approach to CART. AISTATS (1997)