Clayton Springer

According to our database, Clayton Springer authored at least 7 papers between 2001 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

FOCUS - Development of a Global Communication and Modeling Platform for Applied and Computational Medicinal Chemists.

Nikolaus Stiefl, Peter Gedeck, Donovan Chin, Peter Hunt, Mika K. Lindvall, Katrin Spiegel, Clayton Springer, Scott Biller, Christoph L. Buenemann, Takanori Kanazawa, Mitsunori Kato, Richard A. Lewis, Eric J. Martin, Valery R. Polyakov, Ruben Tommasi, John H. Van Drie, Brian Vash, Lewis Whitehead, Yongjin Xu, Ruben Abagyan, Eugene Raush, Maxim Totrov

J. Chem. Inf. Model., 2015

2014

Quantitative Structure-Activity Relationship Models of Chemical Transformations from Matched Pairs Analyses.

Jeremy M. Beck, Clayton Springer

J. Chem. Inf. Model., 2014

2011

An investigation into pharmaceutically relevant mutagenicity data and the influence on Ames predictive potential.

Patrick McCarren, Clayton Springer, Lewis Whitehead

J. Cheminformatics, 2011

2008

Feature selection via decision tree surrogate splits.

Clayton Springer, W. Philip Kegelmeyer

Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2003

Distributed learning with bagging-like performance.

Nitesh V. Chawla, Thomas E. Moore, Lawrence O. Hall, Kevin W. Bowyer, W. Philip Kegelmeyer, Clayton Springer

Pattern Recognit. Lett., 2003

2001

Investigation of bagging-like effects and decision trees versus neural nets in protein secondary structure prediction.

Nitesh V. Chawla, Thomas E. Moore, Kevin W. Bowyer, Lawrence O. Hall, Clayton Springer, W. Philip Kegelmeyer

Proceedings of the ACM SIGKDD Workshop on Data Mining in Bioinformatics (BIOKDD 2001), 2001

Bagging Is a Small-Data-Set Phenomenon.

Nitesh V. Chawla, Thomas E. Moore, Kevin W. Bowyer, Lawrence O. Hall, Clayton Springer, W. Philip Kegelmeyer

Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2001), 2001