Gustavo Stolovitzky

According to our database1, Gustavo Stolovitzky authored at least 32 papers between 1999 and 2019.

Collaborative distances:



In proceedings 
PhD thesis 





Unsupervised Evaluation and Weighted Aggregation of Ranked Classification Predictions.
J. Mach. Learn. Res., 2019

Unsupervised Evaluation and Weighted Aggregation of Ranked Predictions.
CoRR, 2018

Predictive Linguistic Markers of Suicidality in Poets.
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

A Crowdsourcing Approach to Developing and Assessing Prediction Algorithms for AML Prognosis.
PLoS Computational Biology, 2016

A computational method for designing diverse linear epitopes including citrullinated peptides with desired binding affinities to intravenous immunoglobulin.
BMC Bioinform., 2016

Summary of the DREAM8 Parameter Estimation Challenge: Toward Parameter Identification for Whole-Cell Models.
PLoS Computational Biology, 2015

Preface: RECOMB/ISCB Systems Biology, Regulatory Genomics, and DREAM 2014 Special Issue.
J. Comput. Biol., 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

RECOMB/ISCB Systems Biology, Regulatory Genomics, and DREAM 2013 Special Issue.
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

DREAM 9: An Acute Myeloid Leukemia Prediction Big Data Challenge.
Proceedings of the 5th International Conference on Biomedical Ontology, 2014

Improving Breast Cancer Survival Analysis through Competition-Based Multidimensional Modeling.
PLoS Computational Biology, 2013

Preface: RECOMB Systems Biology, Regulatory Genomics, and DREAM 2012 Special Issue.
J. Comput. Biol., 2013

Strengths and limitations of microarray-based phenotype prediction: lessons learned from the IMPROVER Diagnostic Signature Challenge.
Bioinform., 2013

Preface: RECOMB Systems Biology, Regulatory Genomics, and DREAM 2011 Special Issue.
J. Comput. Biol., 2012

Industrial methodology for process verification in research (IMPROVER): toward systems biology verification.
Bioinform., 2012

Stability and Time-Delay Modeling of Negative Feedback Loops.
Proceedings of the IEEE, 2008

A noise model for mass spectrometry based proteomics.
Bioinform., 2008

ChIP-on-chip significance analysis reveals ubiquitous transcription factor binding.
BMC Bioinform., 2007

Total ancestry measure: quantifying the similarity in tree-like classification, with genomic applications.
Bioinform., 2007

ARACNE: An Algorithm for the Reconstruction of Gene Regulatory Networks in a Mammalian Cellular Context.
BMC Bioinform., 2006

Reconstructing biological networks using conditional correlation analysis.
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

Genes@Work: an efficient algorithm for pattern discovery and multivariate feature selection in gene expression data.
Bioinform., 2004

Can We Identify Cellular Pathways Implicated in Cancer Using Gene Expression Data?
Proceedings of the 2nd IEEE Computer Society Bioinformatics Conference, 2003

Systematic and Fully Automated Identification of Protein Sequence Patterns.
J. Comput. Biol., 2000

Systematic and automated discovery of patterns in PROSITE families.
Proceedings of the Fourth Annual International Conference on Computational Molecular Biology, 2000

Analysis of Gene Expression Microarrays for Phenotype Classification.
Proceedings of the Eighth International Conference on Intelligent Systems for Molecular Biology, 2000

Sequence homology detection through large scale pattern discovery.
Proceedings of the Third Annual International Conference on Research in Computational Molecular Biology, 1999