Bayesian Network Analysis Software: Interfacing Visualization and User Interaction - Softcover

Utzka, Miroslawa

 
9783639017496: Bayesian Network Analysis Software: Interfacing Visualization and User Interaction
Softcover
ISBN 10: 3639017498 ISBN 13: 9783639017496
Verlag: VDM Verlag Dr. Müller, 2008

Inhaltsangabe

A challenge in computational biology is to uncover thegene-protein inter-actions from gene expression data. A goodapproach for discovering inter-actions between genes based onmultiple expression measurements is to use Bayesian networks. Tothat end, BUBBLE (Bayesian User Based Bio-logical LearningEnvironment) has been developed. BUBBLE allows a re-searcher tocreate pathways, to specify prior constraints, to import data fromvarious databases and learn a Bayesian network model. In addition,User Relevance Feedback queries the user with optimal chosenquestions to improve the correctness of the pathways. The goal ofthe project was to develop an appropriate and intuitive environmentso that the user could be effective at contributing to the Bayesiannetwork construction and analysis.

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Verlag
VDM Verlag Dr. Müller
Erscheinungsdatum
2008
Sprache
Englisch
ISBN 10 
3639017498
ISBN 13 
9783639017496
Einband
Taschenbuch
Anzahl der Seiten
116
Kontakt zum Hersteller
Nicht verfügbar
Verantwortliche Person
Zeitfracht Medien GmbH
info-medien@zeitfracht.de

Ferdinand-Jühlke-Straße 7
Erfurt
99095
Deutschland