Survey on Anti-spam Single and Multi-objective Optimization

Yevseyeva, Iryna; Basto-Fernandes, Vitor; Méndez, José R.

Publication

Survey on Anti-spam Single and Multi-objective Optimization

2011Conference object

dc.contributor.author	Yevseyeva, Iryna
dc.contributor.author	Basto-Fernandes, Vitor
dc.contributor.author	Méndez, José R.
dc.date.accessioned	2025-11-10T19:30:26Z
dc.date.available	2025-11-10T19:30:26Z
dc.date.issued	2011
dc.description.abstract	In this paper anti-spam filtering is presented as a cumbersome service, as opposing to a software product perspective. The human effort for setting up, adaptation, maintenance and tuning of filters for spam detection is stressed. Because choosing the proper scores (relevance) for the spam filters is essential to the accuracy of the anti-spam system and one of the biggest challenges for the Apache SpamAssassin project (the most widely adopted anti-spam open-source software), we present a survey on single and multi-objective optimization studies for this purpose. Our survey constitutes a contribution and a stimulus for further research on this open research topic, with particular emphasis on evolutionary multi-objective approaches.	eng
dc.identifier.citation	Yevseyeva, I., Basto-Fernandes, V., Méndez, J.R. (2011). Survey on Anti-spam Single and Multi-objective Optimization. In: Cruz-Cunha, M.M., Varajão, J., Powell, P., Martinho, R. (eds) ENTERprise Information Systems. CENTERIS 2011. Communications in Computer and Information Science, vol 220. Springer, Berlin, Heidelberg. https://doi.org/10.1007/978-3-642-24355-4_13
dc.identifier.doi	10.1007/978-3-642-24355-4_13
dc.identifier.isbn	9783642243547
dc.identifier.isbn	9783642243554
dc.identifier.issn	1865-0929
dc.identifier.issn	1865-0937
dc.identifier.uri	http://hdl.handle.net/10400.8/14581
dc.language.iso	eng
dc.peerreviewed	yes
dc.publisher	Springer Berlin Heidelberg
dc.relation.hasversion	https://link.springer.com/chapter/10.1007/978-3-642-24355-4_13
dc.relation.ispartof	Communications in Computer and Information Science
dc.relation.ispartof	ENTERprise Information Systems
dc.rights.uri	http://creativecommons.org/licenses/by/4.0/
dc.subject	Anti-spam
dc.subject	optimization
dc.subject	multi-objective.
dc.title	Survey on Anti-spam Single and Multi-objective Optimization	eng
dc.type	conference object
dspace.entity.type	Publication
oaire.citation.conferenceDate	2011
oaire.citation.endPage	129
oaire.citation.startPage	120
oaire.citation.title	ENTERprise Information Systems. CENTERIS 2011. Communications in Computer and Information Science, vol 220
oaire.version	http://purl.org/coar/version/c_970fb48d4fbd8a85
person.familyName	Basto-Fernandes
person.givenName	Vitor
person.identifier.ciencia-id	581C-52BB-AC4E
person.identifier.orcid	0000-0003-4269-5114
person.identifier.rid	N-1891-2016
person.identifier.scopus-author-id	53363129900
relation.isAuthorOfPublication	fb2d3703-9d6a-4c22-bbc4-9ff14c162feb
relation.isAuthorOfPublication.latestForDiscovery	fb2d3703-9d6a-4c22-bbc4-9ff14c162feb