Compensation in DNA Microarray Data (2009)
Jim C. Huang, Quaid D. Morris, Brendan J. Frey, Jim C. Huang, Quaid D. Morris, Brendan J. Frey
The principal technology that is driving the rush of knowledge in genomic functional prediction is the DNA microarray. Whereas in the past, biological assays would be performed on
Ofer Shai, Brendan J. Frey, Quaid D. Morris, Qun Pan, Christine Misquitta, Benjamin J. Blencowe
Alternative splicing (AS) is an important and frequent step in mammalian gene expression that allows a single gene to specify multiple products. In addition to providing a mechanism for expanding the...
REPORTS Clustering by Passing Messages Between Data Points (2009)
Brendan J. Frey, Delbert Dueck
Clustering data by identifying a subset of representative examples is important for processing sensory signals and detecting patterns in data. Such “exemplars ” can be found by randomly choosing...
Structured Ranking Learning using Cumulative Distribution Networks (2009)
Ranking is at the heart of many information retrieval applications. Unlike standard regression or classification in which we predict outputs independently, in ranking we are interested in predicting...
P(HiddenRandomVariables | ObservedRandomVariables) • Use model (2009)
Brendan J. Frey, Brendan Frey, Brendan Frey, Brendan Frey
Indicates matlab software is
A comparison of algorithms for inference and learning in probabilistic graphical models (2009)
Brendan J. Frey, Senior Member, Nebojsa Jojic
Abstract—Research into methods for reasoning under uncertainty is currently one of the most exciting areas of artificial intelligence, largely because it has recently become possible to record,...
Comprehensive Putative-Junction Microarray Data (2008)
Leo J. Lee, Brendan J. Frey, Qun Pan, Christine Misquitta, J. Blencowe, Leo J. Lee, ...
Research indicates that alternative splicing (AS) is a major source contributing to the cellular and functional complexity of metazoan organisms and an important cause of disease if normal splicing...
Vincent Cheung, Inmar Givoni, Delbert Dueck, Brendan J. Frey, Vincent Cheung, Inmar Givoni, ...
Effective visualization of biological data is often critical for subsequent analysis. The popular clustergram/dendrogram visualization rearranges rows and columns of a data matrix so as to highlight...
Iterative analysis of microarray data (2004)
Delbert Dueck, Jim Huang, Quaid D. Morris, Brendan J. Frey, Indicates Co-first-authors
www.psi.toronto.edu In the past decade, technologies have been developed that enable researchers to quantify the levels of specific DNA transcripts present in cultures and tissues. While the...
The functional landscape of mouse gene expression (2004)
Wen Zhang, Quaid D Morris, Richard Chang, Ofer Shai, Malina A, Nicholas Mitsakakis, ...
Research article