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Gene Selection for Cancer Classification using Support Vector Machines

Machine Learning · 2002 · Vol. 46(1-3) · pp. 389–422
Gene expression and cancer classificationMolecular Biology Techniques and ApplicationsGenomics and Phylogenetic StudiesClassifier (UML)GeneComputer scienceFeature selectionRedundancy (engineering)Gene selectionSupport vector machineComputational biologysortArtificial intelligence

Funding

  • Delft Research Centres
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9,679
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References
Support-Vector Networks
Machine Learning · 1995 · 32,108 citations
Nonlinear Component Analysis as a Kernel Eigenvalue Problem
Neural Computation · 1998 · 8,015 citations
Statistical Learning Theory
Technometrics · 1999 · 26,915 citations
Cluster analysis and display of genome-wide expression patterns
Proceedings of the National Academy of Sciences · 1998 · 16,353 citations
Support-vector networks
Machine Learning · 1995 · 39,987 citations
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