Sonia M. Leach

According to our database, Sonia M. Leach authored at least 17 papers between 1994 and 2023.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2023

Creating an ignorance-base: Exploring known unknowns in the scientific literature.

Mayla R. Boguslav, Nourah M. Salem, Elizabeth K. White, Katherine J. Sullivan, Michael Bada, Teri L. Hernandez, Sonia M. Leach, Lawrence E. Hunter

J. Biomed. Informatics, 2023

2014

Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy.

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

Bioinform., 2014

2009

Biomedical Discovery Acceleration, with Applications to Craniofacial Development.

Sonia M. Leach, Hannah J. Tipney, Weiguo Feng, William A. Baumgartner Jr., Priyanka Kasliwal, Ronald P. Schuyler, Trevor Williams, Richard A. Spritz, Lawrence Hunter

PLoS Comput. Biol., 2009

Leveraging existing biological knowledge in the identification of candidate genes for facial dysmorphology.

Hannah J. Tipney, Sonia M. Leach, Weiguo Feng, Richard A. Spritz, Trevor Williams, Lawrence Hunter

BMC Bioinform., 2009

2008

Predicting protein linkages in bacteria: Which method is best depends on task.

Anis Karimpour-Fard, Sonia M. Leach, Ryan T. Gill, Lawrence Hunter

BMC Bioinform., 2008

Improving protein function prediction methods with integrated literature data.

Aaron Gabow, Sonia M. Leach, William A. Baumgartner Jr., Lawrence Hunter, Debra Goldberg

BMC Bioinform., 2008

2007

Assessing and Combining Reliability of Protein Interaction Sources.

Sonia M. Leach, Aaron Gabow, Lawrence Hunter, Debra Goldberg

Proceedings of the Biocomputing 2007, 2007

2006

Informed Structural Priors for Bayesian Networks: Applications in Molecular Biology Using Heterogeneous Data Sources.

Sonia M. Leach

PhD thesis, 2006

Predicting the Subcellular Localization of Human Proteins Using Machine Learning and Exploratory Data Analysis.

George K. Acquaah-Mensah, Sonia M. Leach, Chittibabu Guda

Genom. Proteom. Bioinform., 2006

2001

℧-resolution and hybrid knowledge bases.

Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal

J. Frankl. Inst., 2001

GEST: a gene expression search tool based on a novel Bayesian similarity metric.

Lawrence Hunter, Ronald C. Taylor, Sonia M. Leach, Richard Simon

Proceedings of the Ninth International Conference on Intelligent Systems for Molecular Biology, 2001

2000

Bounded-parameter Markov decision processes.

Robert Givan, Sonia M. Leach, Thomas L. Dean

Artif. Intell., 2000

1999

Comparison of Clustering Metrics and Unsupervised Learning Algorithms on Genome-Wide Gene Expression Level Data.

Sonia M. Leach, Lawrence Hunter, David Landsman

Proceedings of the Sixteenth National Conference on Artificial Intelligence and Eleventh Conference on Innovative Applications of Artificial Intelligence, 1999

1998

Omega-Resolution: An Inference Rule for Regular Multiple-Valued Logics.

Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal

Proceedings of the Logics in Artificial Intelligence, European Workshop, 1998

1997

Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes.

Thomas L. Dean, Robert Givan, Sonia M. Leach

Proceedings of the UAI '97: Proceedings of the Thirteenth Conference on Uncertainty in Artificial Intelligence, 1997

1996

Query Processing in Annotated Logic Programming: Theory and Implementation.

Sonia M. Leach, James J. Lu

J. Intell. Inf. Syst., 1996

1994

Computing Annotated Logic Programs.

Sonia M. Leach, James J. Lu

Proceedings of the Logic Programming, 1994