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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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info:eu-repo/semantics/masterThesis |
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Published by:
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Universitat Politècnica de Catalunya
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