you need to use JAMA combined with Lucene, using the vectors that are builded 
by lucene to compute SVD with JAMA

http://math.nist.gov/javanumerics/jama/

Best


jose

José Ramón Pérez Agüera

Dept. de Ingeniería del Software e Inteligencia Artificial
Despacho 411 tlf. 913947599
Facultad de Informática
Universidad Complutense de Madrid

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