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Title:
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Brain tumor microarray data analyzed using clustering and novel consensus clustering techniques
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Author:
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Magaña Mesa, José Antonio
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Other authors:
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Gómez Jiménez, Sergio; Arenas Moreno, Alexandre |
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Abstract:
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Brain Tumor MA Data is analyzed with different clustering methods obtaining heterogenous results. Application of consensus clustering produces a robust unique solution.Results are validated with internal and external techniques. Feature extraction and Domain Knowledge confirm discovery of subclasses. |
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Subject(s):
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-Àrees temàtiques de la UPC::Informàtica
-Àrees temàtiques de la UPC::Ciències de la salut::Medicina::Neurologia
-Computer algorithms
-Clustering
-Consensus Clustering
-Microarray Data
-Class Discovery
-Feature extraction
-Algorismes computacionals |
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Rights:
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Document type:
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Research/Master Thesis |
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Published by:
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Universitat Politècnica de Catalunya
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