Sonia M. Leach

Publication Activity (10 Years)

Years Active: 1994-2023
Publications (10 Years): 1

Top Topics

Optimal Solution

Scientific Literature

Markov Decision Process

Top Venues

J. Biomed. Informatics

Publications

Mayla R. Boguslav, Nourah M. Salem, Elizabeth K. White, Katherine J. Sullivan, Michael Bada, Teri L. Hernandez, Sonia M. Leach, Lawrence E. Hunter
Creating an ignorance-base: Exploring known unknowns in the scientific literature. J. Biomed. Informatics 143 (2023)
Jihye 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-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy. Bioinform. 30 (17) (2014)
Thomas L. Dean, Robert Givan, Sonia M. Leach
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes CoRR (2013)
Hannah J. Tipney, Sonia M. Leach, Weiguo Feng, Richard A. Spritz, Trevor Williams, Lawrence Hunter
Leveraging existing biological knowledge in the identification of candidate genes for facial dysmorphology. BMC Bioinform. 10 (S-2) (2009)
Sonia M. Leach, Hannah J. Tipney, Weiguo Feng, William A. Baumgartner Jr., Priyanka Kasliwal, Ronald P. Schuyler, Trevor Williams, Richard A. Spritz, Lawrence Hunter
Biomedical Discovery Acceleration, with Applications to Craniofacial Development. PLoS Comput. Biol. 5 (3) (2009)
Aaron Gabow, Sonia M. Leach, William A. Baumgartner Jr., Lawrence Hunter, Debra Goldberg
Improving protein function prediction methods with integrated literature data. BMC Bioinform. 9 (2008)
Anis Karimpour-Fard, Sonia M. Leach, Ryan T. Gill, Lawrence Hunter
Predicting protein linkages in bacteria: Which method is best depends on task. BMC Bioinform. 9 (2008)
Sonia M. Leach, Aaron Gabow, Lawrence Hunter, Debra Goldberg
Assessing and Combining Reliability of Protein Interaction Sources. Pacific Symposium on Biocomputing (2007)
George K. Acquaah-Mensah, Sonia M. Leach, Chittibabu Guda
Predicting the Subcellular Localization of Human Proteins Using Machine Learning and Exploratory Data Analysis. Genom. Proteom. Bioinform. 4 (2) (2006)
Lawrence Hunter, Ronald C. Taylor, Sonia M. Leach, Richard Simon
GEST: a gene expression search tool based on a novel Bayesian similarity metric. ISMB (Supplement of Bioinformatics) (2001)
Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal
℧-resolution and hybrid knowledge bases. J. Frankl. Inst. 338 (5) (2001)
Robert Givan, Sonia M. Leach, Thomas L. Dean
Bounded-parameter Markov decision processes. Artif. Intell. 122 (1-2) (2000)
Sonia M. Leach, Lawrence Hunter, David Landsman
Comparison of Clustering Metrics and Unsupervised Learning Algorithms on Genome-Wide Gene Expression Level Data. AAAI/IAAI (1999)
Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal
Omega-Resolution: An Inference Rule for Regular Multiple-Valued Logics. JELIA (1998)
Robert Givan, Sonia M. Leach, Thomas L. Dean
Bounded Parameter Markov Decision Processes. ECP (1997)
Thomas L. Dean, Robert Givan, Sonia M. Leach
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. UAI (1997)
Sonia M. Leach, James J. Lu
Query Processing in Annotated Logic Programming: Theory and Implementation. J. Intell. Inf. Syst. 6 (1) (1996)
Sonia M. Leach, James J. Lu
Computing Annotated Logic Programs. ICLP (1994)