David M. Reif

According to our database1, David M. Reif authored at least 15 papers between 2003 and 2018.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of five.

Timeline

Legend:

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PhD thesis 
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Bibliography

2018
ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data models.
BMC Bioinform., 2018

Characterizing the effects of missing data and evaluating imputation methods for chemical prioritization applications using ToxPi.
BioData Min., 2018

2013
A Computational Model Predicting Disruption of Blood Vessel Development.
PLoS Computational Biology, 2013

Decision tree-based method for integrating gene expression, demographic, and clinical data to determine disease endotypes.
BMC Syst. Biol., 2013

ToxPi GUI: an interactive visualization tool for transparent integration of data from diverse sources of evidence.
Bioinform., 2013

2012
A comparison of GE optimized neural networks and decision trees.
Proceedings of the Genetic and Evolutionary Computation Conference, 2012

2011
Optimization of grammatical evolution decision trees.
Proceedings of the 13th Annual Genetic and Evolutionary Computation Conference, 2011

2008
A balanced accuracy fitness function leads to robust analysis using grammatical evolution neural networks in the case of class imbalance.
Proceedings of the Genetic and Evolutionary Computation Conference, 2008

2007
Evaporative cooling feature selection for genotypic data involving interactions.
Bioinform., 2007

Linkage Disequilibrium in Genetic Association Studies Improves the Performance of Grammatical Evolution Neural Networks.
Proceedings of the 2007 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2007

2006
Feature Selection using a Random Forests Classifier for the Integrated Analysis of Multiple Data Types.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

Understanding the Evolutionary Process of Grammatical Evolution Neural Networks for Feature Selection in Genetic Epidemiology.
Proceedings of the 2006 IEEE Symposium on Computational Intelligence in Bioinformatics and Computational Biology, 2006

2005
Exploratory Visual Analysis of Pharmacogenomic Results.
Proceedings of the Biocomputing 2005, 2005

A statistical comparison of grammatical evolution strategies in the domain of human genetics.
Proceedings of the IEEE Congress on Evolutionary Computation, 2005

2003
Complex Function Sets Improve Symbolic Discriminant Analysis of Microarray Data.
Proceedings of the Genetic and Evolutionary Computation, 2003


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