Scott M. Dudek
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
15
Venues
4
Active years
2005–2019
Best venue rank
National
Where they publish
Papers
15 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2019 | GECCO | Neural network-based multiomics data integration in Alzheimer's disease. | Pankhuri Singhal, Shefali S. Verma, Scott M. Dudek, Marylyn D. Ritchie |
| 2016 | PSB | Integrating Clinical Laboratory Measures and ICD-9 Code Diagnoses in Phenome-Wide Association Studies. | Anurag Verma, Joseph B. Leader, Shefali S. Verma, Alex T. Frase, John R. Wallace, Scott M. Dudek, Daniel R. Lavage, Cristopher V. Van Hout, Frederick E. Dewey, John Penn, Alexander E. Lopez, John D. Overton, David J. Carey, David H. Ledbetter, H. Lester Kirchner, Marylyn D. Ritchie, Sarah A. Pendergrass |
| 2015 | PSB | Binning Somatic Mutations Based on Biological Knowledge for Predicting Survival: An Application in Renal Cell Carcinoma. | Dokyoon Kim, Ruowang Li, Scott M. Dudek, John R. Wallace, Marylyn D. Ritchie |
| 2013 | PSB | ATHENA: A Tool for Meta-Dimensional Analysis Applied to Genotypes and Gene Expression Data to Predict HDL Cholesterol Levels. | Emily Rose Holzinger, Scott M. Dudek, Alex T. Frase, Ronald M. Krauss, Marisa Wong Medina, Marylyn D. Ritchie |
| 2013 | PSB | Next-Generation Analysis of Cataracts: Determining Knowledge Driven Gene-Gene Interactions Using Biofilter, and Gene-Environment Interactions Using the PhenX Toolkit. | Sarah A. Pendergrass, Shefali S. Verma, Emily Rose Holzinger, Carrie Moore, John R. Wallace, Scott M. Dudek, Wayne Huggins, Terrie E. Kitchner, Carol Waudby, Richard L. Berg, Catherine A. McCarty, Marylyn D. Ritchie |
| 2011 | PSB | Visual Integration of Results from a Large Dna Biobank (Biovu) Using Synthesis-View. | Sarah A. Pendergrass, Scott M. Dudek, Dan M. Roden, Dana C. Crawford, Marylyn D. Ritchie |
| 2010 | GECCO | Initialization parameter sweep in ATHENA: optimizing neural networks for detecting gene-gene interactions in the presence of small main effects. | Emily Rose Holzinger, Carrie C. Buchanan, Scott M. Dudek, Eric Torstenson, Stephen D. Turner, Marylyn D. Ritchie |
| 2010 | PPSN | Incorporating Domain Knowledge into Evolutionary Computing for Discovering Gene-Gene Interaction. | Stephen D. Turner, Scott M. Dudek, Marylyn D. Ritchie |
| 2010 | PSB | Finding Unique Filter Sets in PLATO: A Precursor to Efficient Interaction Analysis in GWAS Data. | Benjamin J. Grady, Eric Torstenson, Scott M. Dudek, Justin Giles, David Sexton, Marylyn D. Ritchie |
| 2009 | PSB | Biofilter: A Knowledge-Integration System for the Multi-Locus Analysis of Genome-Wide Association Studies. | William S. Bush, Scott M. Dudek, Marylyn D. Ritchie |
| 2008 | GECCO | A balanced accuracy fitness function leads to robust analysis using grammatical evolution neural networks in the case of class imbalance. | Nicholas E. Hardison, Theresa J. Fanelli, Scott M. Dudek, David M. Reif, Marylyn D. Ritchie, Alison A. Motsinger-Reif |
| 2006 | CIBCB | Understanding the Evolutionary Process of Grammatical Evolution Neural Networks for Feature Selection in Genetic Epidemiology. | Alison A. Motsinger, David M. Reif, Scott M. Dudek, Marylyn D. Ritchie |
| 2006 | GECCO | Alternative cross-over strategies and selection techniques for grammatical evolution optimized neural networks. | Alison A. Motsinger, Lance W. Hahn, Scott M. Dudek, Kelli K. Ryckman, Marylyn D. Ritchie |
| 2006 | PSB | Data Simulation Software for Whole-Genome Association and Other Studies in Human Genetics. | Scott M. Dudek, Alison A. Motsinger, Digna R. Velez, Scott M. Williams, Marylyn D. Ritchie |
| 2005 | PSB | Exploratory Visual Analysis of Pharmacogenomic Results. | David M. Reif, Scott M. Dudek, Christian M. Shaffer, Janey Wang, Jason H. Moore |