Browsing by Author "Constantin F. Aliferis"
Now showing items 1-4 of 4
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Statnikov, Alexander Romanovich (2008-12-06)Department: Biomedical InformaticsAlgorithms for discovery of a Markov boundary from data constitute one of the most important recent developments in machine learning, primarily because they offer a principled solution to the variable/feature selection ...
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Statnikov, Alexander R (2005-07-29)Department: Biomedical InformaticsThe success of treatment of patients with cancer depends on establishing an accurate diagnosis. To this end, we have built a system called GEMS (Gene Expression Model Selector) for the automated development and evaluation ...
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Thornton-Wells, Tricia Ann (2005-07-23)Department: Biomedical InformaticsTrait heterogeneity, which exists when a trait has been defined with insufficient specificity such that it is actually two or more distinct traits, has been implicated as a confounding factor in traditional statistical ...
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Duda, Stephany Norah (2005-12-13)Department: Biomedical InformaticsUnwanted drug-drug interactions endanger millions of patients each year and burden families and the hospital system with escalating costs. Computer-based alerting systems are designed to prevent these interactions, yet the ...