Interestingness is not a dichotomy: introducing softness in constrained pattern mining (Articolo in rivista)

Type

• Articolo in rivista (Classe)
• Prodotto della ricerca (Classe)

Label

• Interestingness is not a dichotomy: introducing softness in constrained pattern mining (Articolo in rivista) (literal)

Anno

• 2005-01-01T00:00:00+01:00 (literal)

Alternative label

• Bistarelli S.; Bonchi F. (2005)
  Interestingness is not a dichotomy: introducing softness in constrained pattern mining
  in Lecture notes in computer science
  (literal)

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

• Bistarelli S.; Bonchi F. (literal)

Rivista

• Lecture notes in computer science (Rivista)

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

• Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on Principles and Practice of Knowledge Discovery in Databases (Porto, Portugal, October 3-7, 2005). Proceedings. Springer, 2005. (literal)

Note

• ISI Web of Science (WOS) (literal)

Titolo

• Interestingness is not a dichotomy: introducing softness in constrained pattern mining (literal)

Abstract

• The paradigm of pattern discovery based on constraints was introduced with the aim of providing to the user a tool to drive the discovery process towards potentially interesting patterns, with the positive side effect of achieving a more effcient computation. So far the research on this paradigm has mainly focussed on the latter aspect: the development of effcient algorithms for the evaluation of constraint-based mining queries. Due to the lack of research on methodological issues, the constraint-based pattern mining framework still suffers from many problems which limit its practical relevance. As a solution, in this paper we introduce the new paradigm of pattern discovery based on Soft Constraints. Albeit simple, the proposed paradigm overcomes all the major methodological drawbacks of the classical constraint-based paradigm, representing an important step further towards practical pattern discovery. (literal)

Prodotto di

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

Insieme di parole chiave

• Keywords of "Interestingness is not a dichotomy: introducing softness in constrained pattern mining" (Insieme di parole chiave)

Incoming links:

Prodotto

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

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

• Lecture notes in computer science (Rivista)

Insieme di parole chiave di

• Keywords of "Interestingness is not a dichotomy: introducing softness in constrained pattern mining" (Insieme di parole chiave)