Gustavo A. Stolovitzky

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 2

Top Topics

Survival Analysis

Parameter Identification

Binary Classification Problems

Top Venues

PLoS Comput. Biol.

J. Comput. Biol.

J. Mach. Learn. Res.

Publications

Mehmet Eren Ahsen, Robert M. Vogel, Gustavo A. Stolovitzky
R/PY-SUMMA: An R/Python Package for Unsupervised Ensemble Learning for Binary Classification Problems in Bioinformatics. J. Comput. Biol. 27 (9) (2020)
Mehmet Eren Ahsen, Robert M. Vogel, Gustavo A. Stolovitzky
Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions. J. Mach. Learn. Res. 20 (2019)
Jonathan R. Karr, Alex H. Williams, Jeremy D. Zucker, Andreas Raue, Bernhard Steiert, Jens Timmer, Clemens Kreutz, Simon Wilkinson, Brandon A. Allgood, Brian M. Bot, Bruce R. Hoff, Michael R. Kellen, Markus W. Covert, Gustavo A. Stolovitzky, Pablo Meyer
Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models. PLoS Comput. Biol. 11 (5) (2015)
Erhan Bilal, Janusz Dutkowski, Justin Guinney, In Sock Jang, Benjamin A. Logsdon, Gaurav Pandey, Benjamin A. Sauerwine, Yishai Shimoni, Hans Kristian Moen Vollan, Brigham H. Mecham, Oscar M. Rueda, Jorg Tost, Christina Curtis, Mariano J. Alvarez, Vessela N. Kristensen, Samuel Aparicio, Anne-Lise Børresen-Dale, Carlos Caldas, Andrea Califano, Stephen H. Friend, Trey Ideker, Eric E. Schadt, Gustavo A. Stolovitzky, Adam A. Margolin
Improving Breast Cancer Survival Analysis through Competition-Based Multidimensional Modeling. PLoS Comput. Biol. 9 (5) (2013)