Sonia M. Leach - researchr alias

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Viewing Publication 1 - 18 from 18

2023

Creating an ignorance-base: Exploring known unknowns in the scientific literatureMayla R. Boguslav, Nourah M. Salem, Elizabeth K. White, Katherine J. Sullivan, Michael Bada, Teri L. Hernandez, Sonia M. Leach, Lawrence E. Hunter. jbi, 143:104405, 2023. [doi]

2014

Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapyJihye Kim, Vihas T. Vasu, Rangnath Mishra, Katherine R. Singleton, Minjae Yoo, Sonia M. Leach, Eveline Farias-Hesson, Robert J. Mason, Jaewoo Kang, Preveen Ramamoorthy, Jeffrey A. Kern, Lynn E. Heasley, James H. Finigan, Aik Choon Tan. bioinformatics, 30(17):2393-2398, 2014. [doi]

2009

2008

Improving protein function prediction methods with integrated literature dataAaron Gabow, Sonia M. Leach, William A. Baumgartner Jr., Lawrence Hunter, Debra Goldberg. bmcbi, 9, 2008. [doi]

Predicting protein linkages in bacteria: Which method is best depends on taskAnis Karimpour-Fard, Sonia M. Leach, Ryan T. Gill, Lawrence Hunter. bmcbi, 9, 2008. [doi]

2007

Assessing and Combining Reliability of Protein Interaction SourcesSonia M. Leach, Aaron Gabow, Lawrence Hunter, Debra Goldberg. psb 2007: 433-444 [doi]

2006

Predicting the Subcellular Localization of Human Proteins Using Machine Learning and Exploratory Data AnalysisGeorge K. Acquaah-Mensah, Sonia M. Leach, Chittibabu Guda. gpb, 4(2):120-133, 2006. [doi]

Informed Structural Priors for Bayesian Networks: Applications in Molecular Biology Using Heterogeneous Data SourcesSonia M. Leach. PhD thesis, Brown University, USA, 2006. [doi]

2001

GEST: a gene expression search tool based on a novel Bayesian similarity metricLawrence Hunter, Ronald C. Taylor, Sonia M. Leach, Richard Simon. ismb 2001: 115-122

℧-resolution and hybrid knowledge basesSonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal. jfi, 338(5):583-600, 2001. [doi]

2000

Bounded-parameter Markov decision processesRobert Givan, Sonia M. Leach, Thomas Dean. ai, 122(1-2):71-109, 2000. [doi]

1999

Comparison of Clustering Metrics and Unsupervised Learning Algorithms on Genome-Wide Gene Expression Level DataSonia M. Leach, Lawrence Hunter, David Landsman. AAAI 1999: 966

1998

Omega-Resolution: An Inference Rule for Regular Multiple-Valued LogicsSonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal. jelia 1998: 154-168 [doi]

1997

Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision ProcessesThomas Dean, Robert Givan, Sonia M. Leach. uai 1997: 124-131 [doi]

Bounded Parameter Markov Decision ProcessesRobert Givan, Sonia M. Leach, Thomas Dean. ecp 1997: 234-246

1996

Query Processing in Annotated Logic Programming: Theory and ImplementationSonia M. Leach, James J. Lu. jiis, 6(1):33-58, 1996.

1994

Computing Annotated Logic ProgramsSonia M. Leach, James J. Lu. ICLP 1994: 257-271

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