Towards Constraint-Based Subgraph Mining (Contributo in atti di convegno)

Type

• Contributo in atti di convegno (Classe)
• Prodotto della ricerca (Classe)

Label

• Towards Constraint-Based Subgraph Mining (Contributo in atti di convegno) (literal)

Anno

• 2007-01-01T00:00:00+01:00 (literal)

Alternative label

• Berlingerio M.; Bonchi F.; Giannotti F. (2007)
  Towards Constraint-Based Subgraph Mining
  in Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007, Torre Canne (Fasano, BR)
  (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#autori

• Berlingerio M.; Bonchi F.; Giannotti F. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#note

• In: Proceedings of the Fifteenth Italian Symposium on Advanced Database Systems, SEBD 2007 (Torre Canne (Fasano, BR), 17-20 June 2007). Proceedings, pp. 274 - 281. Michelangelo Ceci, Donato Malerba and Letizia Tanca (eds.). (). Sagraf S.r.l. - Z.I. Capurso (BA), 2007. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#descrizioneSinteticaDelProdotto

• ABSTRACT: The traditional motivations for constraint-based pattern mining, i.e., user-controlled focus in the mining process and gain in efficiency, are even stronger when dealing with graphs. On the one hand, mining graphs faces larger computational demands than itemsets or sequences, on the other hand, there are many application domains, such as cheminformatics or proteomics, where meaningful constraints naturally arise. Thus it is important to develop a framework for constraint-based graph mining, individuating properties of interesting constraints and developing adequate computational techniques. In this paper we first introduce a large variety of constraints on graphs and we show that they are all either anti-monotone or monotone; we then provide preliminary results on subgraph mining under a conjunction of these kinds of constraints. (literal)

Http://www.cnr.it/ontology/cnr/pubblicazioni.owl#affiliazioni

• CNR-ISTI, IMT - School for Advanced Studies, Lucca, Italy (literal)

Titolo

• Towards Constraint-Based Subgraph Mining (literal)

Prodotto di

• Knowledge Discovery and Data Mining (ICT.P08.009.003) (Modulo)
• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)

Autore CNR

• Michele Berlingerio (Persona)
• FRANCESCO BONCHI (Unità di personale interno)

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Autore CNR di

• FRANCESCO BONCHI (Unità di personale interno)
• Michele Berlingerio (Persona)

Prodotto

• Istituto di scienza e tecnologie dell'informazione \"Alessandro Faedo\" (ISTI) (Istituto)
• Knowledge Discovery and Data Mining (ICT.P08.009.003) (Modulo)

Insieme di parole chiave di

• Parole chiave di "Towards Constraint-Based Subgraph Mining" (Insieme di parole chiave)