SAINTETIQ

SAINTETIQ: A fuzzy set-based approach to database summarization. A new approach to database summarization is introduced through our model named SAINTETIQ. Based on a hierarchical conceptual clustering algorithm, SAINTETIQ incrementally builds a summary hierarchy from database records. Furthermore, the fuzzy set-based representation of data allows to handle vague, uncertain or imprecise information, as well as to improve accuracy and robustness of the construction process of summaries. Finally, background knowledge provides a user-defined vocabulary to synthesize and to make highly intelligible the summary descriptions


References in zbMATH (referenced in 13 articles , 1 standard article )

Showing results 1 to 13 of 13.
Sorted by year (citations)

  1. Liétard, Ludovic: A functional interpretation of linguistic summaries of data (2012)
  2. Wilbik, Anna; Keller, James M.: A distance metric for a space of linguistic summaries (2012)
  3. Alfred, Rayner: Feature transformation: a genetic-based feature construction method for data summarization (2010)
  4. Pei, Zheng; Xu, Yang; Ruan, Da; Qin, Keyun: Extracting complex linguistic data summaries from personnel database via simple linguistic aggregations (2009)
  5. Petry, Frederick E.; Zhao, Lei: Data mining by attribute generalization with fuzzy hierarchies in fuzzy databases (2009)
  6. Ughetto, L.; Voglozin, W.A.; Mouaddib, N.: Database querying with personalized vocabulary using data summaries (2008)
  7. Paik, Hye-young; Mouaddib, Noureddine; Benatallah, Boualem; Toumani, Farouk; Hassan, Mahbub: Building and querying e-catalog networks using P2P and data summarisation techniques (2006)
  8. Paik, Hye-Young; Mouaddib, Noureddine; Benatallah, Boualem; Toumani, Farouk; Hassan, Mahbub: Building and querying e-catalog networks using P2P and data summarisation techniques (2006)
  9. Voglozin, W.A.; Raschia, G.; Ughetto, L.; Mouaddib, N.: Querying a summary of database (2006)
  10. Voglozin, W.A.; Raschia, G.; Ughetto, L.; Mouaddib, N.: Querying a summary of database (2006)
  11. Bosc, Patrick; Kraft, Donald; Petry, Fred: Fuzzy sets in database and information systems: status and opportunities (2005)
  12. Kacprzyk, Janusz; Zadrożny, Sławomir: Linguistic database summaries and their protoforms: towards natural language based knowledge discovery tools (2005)
  13. Raschia, G.; Mouaddib, N.: SAINTETIQ: A fuzzy set-based approach to database summarization (2002)