Sonia M. Leach

19 papers A 1B 2Misc 1Journal 11Unranked 3
YearRankTypeTitle / Venue / Authors
2023 J jnl
Creating an ignorance-base: Exploring known unknowns in the scientific literature.
J. Biomed. Informatics
Mayla R. Boguslav, Nourah M. Salem, Elizabeth K. White, Katherine J. Sullivan, Michael Bada, Teri L. Hernandez, Sonia M. Leach, Lawrence E. Hunter
2014 J jnl
Bioinformatics-driven discovery of rational combination for overcoming EGFR-mutant lung cancer resistance to EGFR therapy.
Bioinform.
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
2013 J jnl
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes
CoRR
Thomas L. Dean, Robert Givan, Sonia M. Leach
2009 J jnl
Biomedical Discovery Acceleration, with Applications to Craniofacial Development.
PLoS Comput. Biol.
Sonia M. Leach, Hannah J. Tipney, Weiguo Feng, William A. Baumgartner Jr., Priyanka Kasliwal, Ronald P. Schuyler, Trevor Williams, Richard A. Spritz, Lawrence Hunter
2009 J jnl
Leveraging existing biological knowledge in the identification of candidate genes for facial dysmorphology.
BMC Bioinform.
Hannah J. Tipney, Sonia M. Leach, Weiguo Feng, Richard A. Spritz, Trevor Williams, Lawrence Hunter
2008 J jnl
Improving protein function prediction methods with integrated literature data.
BMC Bioinform.
Aaron Gabow, Sonia M. Leach, William A. Baumgartner Jr., Lawrence Hunter, Debra Goldberg
2008 J jnl
Predicting protein linkages in bacteria: Which method is best depends on task.
BMC Bioinform.
Anis Karimpour-Fard, Sonia M. Leach, Ryan T. Gill, Lawrence Hunter
2007 Misc conf
Assessing and Combining Reliability of Protein Interaction Sources.
Pacific Symposium on Biocomputing
Sonia M. Leach, Aaron Gabow, Lawrence Hunter, Debra Goldberg
2006 — —
Informed Structural Priors for Bayesian Networks: Applications in Molecular Biology Using Heterogeneous Data Sources.
Sonia M. Leach
2006 J jnl
Predicting the Subcellular Localization of Human Proteins Using Machine Learning and Exploratory Data Analysis.
Genom. Proteom. Bioinform.
George K. Acquaah-Mensah, Sonia M. Leach, Chittibabu Guda
2001 — conf
GEST: a gene expression search tool based on a novel Bayesian similarity metric.
ISMB (Supplement of Bioinformatics)
Lawrence Hunter, Ronald C. Taylor, Sonia M. Leach, Richard Simon
2001 J jnl
℧-resolution and hybrid knowledge bases.
J. Frankl. Inst.
Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal
2000 J jnl
Bounded-parameter Markov decision processes.
Artif. Intell.
Robert Givan, Sonia M. Leach, Thomas L. Dean
1999 — conf
Comparison of Clustering Metrics and Unsupervised Learning Algorithms on Genome-Wide Gene Expression Level Data.
AAAI/IAAI
Sonia M. Leach, Lawrence Hunter, David Landsman
1998 B conf
Omega-Resolution: An Inference Rule for Regular Multiple-Valued Logics.
JELIA
Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal
1997 — conf
Bounded Parameter Markov Decision Processes.
ECP
Robert Givan, Sonia M. Leach, Thomas L. Dean
1997 A conf
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes.
UAI
Thomas L. Dean, Robert Givan, Sonia M. Leach
1996 J jnl
Query Processing in Annotated Logic Programming: Theory and Implementation.
J. Intell. Inf. Syst.
Sonia M. Leach, James J. Lu
1994 B conf
Computing Annotated Logic Programs.
ICLP
Sonia M. Leach, James J. Lu