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Practical challenges that arise when clustering the web using spectral methods
dc.contributor.author | Arratia Quesada, Argimiro Alejandro |
dc.contributor.author | Marijuan López, Carlos |
dc.contributor.other | Universitat Politècnica de Catalunya. Departament de Llenguatges i Sistemes Informàtics |
dc.date.accessioned | 2010-11-03T16:14:20Z |
dc.date.available | 2010-11-03T16:14:20Z |
dc.date.created | 2010 |
dc.date.issued | 2010 |
dc.identifier.citation | Arratia, A.; Marijuan, C. Practical challenges that arise when clustering the web using spectral methods. A: Jornadas de Matemática Discreta y Algorítmica. "VII Jornadas de Matemática Discreta y Algorítmica". Castro Urdiales: Generalitat de Catalunya. Departament de Cultura i Mitjans de Comunicació, 2010, p. 89-100. |
dc.identifier.isbn | 978-84-693-3063-0 |
dc.identifier.uri | http://hdl.handle.net/2117/10095 |
dc.description.abstract | This is a report on an implementation of a spectral clustering algorithm for classifying very large internet sites, with special emphasis on the practical problems encountered in developing such a data mining system. Remarkably some of these technical difficulties are due to fundamental issues pertaining to the mathematics involved, and are not treated properly in the literature. Others are inherent to the functions and numerical methods proper to the high level technical computing programming environment that we use. We will point out what these practical challenges are and how to solve them. |
dc.format.extent | 12 p. |
dc.language.iso | eng |
dc.publisher | Generalitat de Catalunya. Departament de Cultura i Mitjans de Comunicació |
dc.subject | Àrees temàtiques de la UPC::Informàtica |
dc.subject.lcsh | Computational grids (Computer systems) |
dc.subject.lcsh | Internet (Computer network) |
dc.title | Practical challenges that arise when clustering the web using spectral methods |
dc.type | Conference report |
dc.subject.lemac | Clústers |
dc.subject.lemac | Internet |
dc.description.peerreviewed | Peer Reviewed |
dc.relation.publisherversion | http://www.jmda2010.unican.es/p2.html |
dc.rights.access | Restricted access - publisher's policy |
local.identifier.drac | 2750419 |
dc.description.version | Postprint (published version) |
local.citation.author | Arratia, A.; Marijuan, C. |
local.citation.contributor | Jornadas de Matemática Discreta y Algorítmica |
local.citation.pubplace | Castro Urdiales |
local.citation.publicationName | VII Jornadas de Matemática Discreta y Algorítmica |
local.citation.startingPage | 89 |
local.citation.endingPage | 100 |