Gustavo Stolovitzky
Affiliations:- IBM Thomas J. Watson Research Center, Yorktown Heights, NY, USA
- Icahn School of Medicine at Mount Sinai, Department of Genetics and Genomic Sciences, New York City, NY, USA
- Yale University, New Haven, CT, USA (PhD 1994)
According to our database1,
Gustavo Stolovitzky
authored at least 38 papers
between 1999 and 2024.
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Bibliography
2024
AI Competitions and Benchmarks, Practical issues: Proposals, grant money, sponsors, prizes, dissemination, publicity.
CoRR, 2024
2023
CoRR, 2023
2021
Proceedings of the NeurIPS 2022 Competition Track, 2021
2020
R/PY-SUMMA: An R/Python Package for Unsupervised Ensemble Learning for Binary Classification Problems in Bioinformatics.
J. Comput. Biol., 2020
NeTFactor, a framework for identifying transcriptional regulators of gene expression-based biomarkers.
Proceedings of the BCB '20: 11th ACM International Conference on Bioinformatics, 2020
2019
Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions.
J. Mach. Learn. Res., 2019
2018
Proceedings of the 12th IEEE International Conference on Semantic Computing, 2018
Characterization of drug-induced splicing complexity in prostate cancer cell line using long read technology.
Proceedings of the Biocomputing 2018: Proceedings of the Pacific Symposium, 2018
2016
A Crowdsourcing Approach to Developing and Assessing Prediction Algorithms for AML Prognosis.
PLoS Comput. Biol., 2016
A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.
BMC Bioinform., 2016
2015
Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models.
PLoS Comput. Biol., 2015
Preface: RECOMB/ISCB Systems Biology, Regulatory Genomics, and DREAM 2014 Special Issue.
J. Comput. Biol., 2015
F1000Research, 2015
Understanding the limits of animal models as predictors of human biology: lessons learned from the sbv IMPROVER Species Translation Challenge.
Bioinform., 2015
A crowd-sourcing approach for the construction of species-specific cell signaling networks.
Bioinform., 2015
2014
J. Comput. Biol., 2014
Spatial localization of the first and last enzymes effectively connects active metabolic pathways in bacteria.
BMC Syst. Biol., 2014
Network topology and parameter estimation: from experimental design methods to gene regulatory network kinetics using a community based approach.
BMC Syst. Biol., 2014
Proceedings of the 5th International Conference on Biomedical Ontology, 2014
2013
Improving Breast Cancer Survival Analysis through Competition-Based Multidimensional Modeling.
PLoS Comput. Biol., 2013
J. Comput. Biol., 2013
Strengths and limitations of microarray-based phenotype prediction: lessons learned from the IMPROVER Diagnostic Signature Challenge.
Bioinform., 2013
2012
J. Comput. Biol., 2012
Industrial methodology for process verification in research (IMPROVER): toward systems biology verification.
Bioinform., 2012
2008
2007
BMC Bioinform., 2007
Total ancestry measure: quantifying the similarity in tree-like classification, with genomic applications.
Bioinform., 2007
2006
ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context.
BMC Bioinform., 2006
2005
Bioinform., 2005
A Robust Meta-classification Strategy for Cancer Diagnosis from Gene Expression Data.
Proceedings of the Fourth International IEEE Computer Society Computational Systems Bioinformatics Conference, 2005
2004
Genes@Work: an efficient algorithm for pattern discovery and multivariate feature selection in gene expression data.
Bioinform., 2004
2003
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003
2000
J. Comput. Biol., 2000
Proceedings of the Fourth Annual International Conference on Computational Molecular Biology, 2000
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000
1999
Proceedings of the Third Annual International Conference on Research in Computational Molecular Biology, 1999