David M. Reif - researchr alias

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Viewing Publication 1 - 16 from 16

2021

Leveraging high-throughput screening data, deep neural networks, and conditional generative adversarial networks to advance predictive toxicologyAdrian J. Green, Martin J. Mohlenkamp, Jhuma Das, Meenal Chaudhari, Lisa Truong, Robyn L. Tanguay, David M. Reif. ploscb, 17(7), 2021. [doi]

2018

ToxPi Graphical User Interface 2.0: Dynamic exploration, visualization, and sharing of integrated data modelsSkylar W. Marvel, Kimberly To, Fabian A. Grimm, Fred A. Wright, Ivan Rusyn, David M. Reif. bmcbi, 19(1), 2018. [doi]

Characterizing the effects of missing data and evaluating imputation methods for chemical prioritization applications using ToxPiKimberly To, Rebecca C. Fry, David M. Reif. biodatamining, 11(1), 2018. [doi]

2013

2012

A comparison of GE optimized neural networks and decision treesKristopher Hoover, Rachel Marceau, Tyndall Harris, David M. Reif, Alison A. Motsinger-Reif. gecco 2012: 611-614 [doi]

2011

Optimization of grammatical evolution decision treesKristopher Hoover, Rachel Marceau, Tyndall Harris, Nicholas E. Hardison, David M. Reif, Alison A. Motsinger-Reif. gecco 2011: 35-36 [doi]

2008

A balanced accuracy fitness function leads to robust analysis using grammatical evolution neural networks in the case of class imbalanceNicholas E. Hardison, Theresa J. Fanelli, Scott M. Dudek, David M. Reif, Marylyn D. Ritchie, Alison A. Motsinger-Reif. gecco 2008: 353-354 [doi]

2007

Evaporative cooling feature selection for genotypic data involving interactionsBrett A. McKinney, David M. Reif, Bill C. White, James E. Crowe Jr., Jason H. Moore. bioinformatics, 23(16):2113-2120, 2007. [doi]

Linkage Disequilibrium in Genetic Association Studies Improves the Performance of Grammatical Evolution Neural NetworksAlison A. Motsinger, David M. Reif, Theresa J. Fanelli, Anna C. Davis, Marylyn D. Ritchie. cibcb 2007: 1-8 [doi]

2006

Understanding the Evolutionary Process of Grammatical Evolution Neural Networks for Feature Selection in Genetic EpidemiologyAlison A. Motsinger, David M. Reif, Scott M. Dudek, Marylyn D. Ritchie. cibcb 2006: 1-8 [doi]

Feature Selection using a Random Forests Classifier for the Integrated Analysis of Multiple Data TypesDavid M. Reif, Alison A. Motsinger, Brett A. McKinney, James E. Crowe Jr., Jason H. Moore. cibcb 2006: 1-8 [doi]

2005

2003

Complex Function Sets Improve Symbolic Discriminant Analysis of Microarray DataDavid M. Reif, Bill C. White, Nancy Olsen, Thomas Aune, Jason H. Moore. gecco 2003: 2277-2287 [doi]

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