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ORCIDSonia M. Leach
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- affiliation: Brown University, Providence, USA
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2020 – today
- 2023
[j10]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: 104405 (2023)
2010 – 2019
- 2014
- [j9]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): 2393-2398 (2014) - 2013
- [i1]Thomas L. Dean, Robert Givan, Sonia M. Leach:
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. CoRR abs/1302.1533 (2013)
2000 – 2009
- 2009
- [j8]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) - [j7]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) - 2008
- [j6]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) - [j5]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) - 2007
- [c7]Sonia M. Leach, Aaron Gabow, Lawrence Hunter, Debra Goldberg:
Assessing and Combining Reliability of Protein Interaction Sources. Pacific Symposium on Biocomputing 2007: 433-444 - 2006
- [b1]Sonia M. Leach:
Informed Structural Priors for Bayesian Networks: Applications in Molecular Biology Using Heterogeneous Data Sources. Brown University, USA, 2006 - [j4]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): 120-133 (2006) - 2001
- [j3]Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal:
℧-resolution and hybrid knowledge bases. J. Frankl. Inst. 338(5): 583-600 (2001) - [c6]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: 115-122 - 2000
- [j2]Robert Givan, Sonia M. Leach, Thomas L. Dean:
Bounded-parameter Markov decision processes. Artif. Intell. 122(1-2): 71-109 (2000)
1990 – 1999
- 1999
- [c5]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: 966 - 1998
- [c4]Sonia M. Leach, James J. Lu, Neil V. Murray, Erik Rosenthal:
Omega-Resolution: An Inference Rule for Regular Multiple-Valued Logics. JELIA 1998: 154-168 - 1997
- [c3]Robert Givan, Sonia M. Leach, Thomas L. Dean:
Bounded Parameter Markov Decision Processes. ECP 1997: 234-246 - [c2]Thomas L. Dean, Robert Givan, Sonia M. Leach:
Model Reduction Techniques for Computing Approximately Optimal Solutions for Markov Decision Processes. UAI 1997: 124-131 - 1996
- [j1]Sonia M. Leach, James J. Lu:
Query Processing in Annotated Logic Programming: Theory and Implementation. J. Intell. Inf. Syst. 6(1): 33-58 (1996) - 1994
- [c1]Sonia M. Leach, James J. Lu:
Computing Annotated Logic Programs. ICLP 1994: 257-271
Coauthor Index
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