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EnglishDatabase systems methodologies and technology can provide a significant support to data mining processes. In this chapter we explore approaches which address the integration between data mining activities and DBMSs from different perspectives. More specifically, we focus on (i) specialized query languages which allow to define complex data mining tasks through the submission of query requests, and (ii) indices, i.e., physical data structures designed to improve the performance of mining algorithms.
Data Mining in Databases: Languages and Indices / Baralis, ELENA MARIA; Cerquitelli, Tania; Chiusano, SILVIA ANNA; Meo, R.. - STAMPA. - 31(2018), pp. 341-351.
| Titolo: | Data Mining in Databases: Languages and Indices |
| Autori: | |
| Data di pubblicazione: | 2018 |
| Titolo del libro: | A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years |
| Serie: | |
| Abstract: | Database systems methodologies and technology can provide a significant support to data mining pr...ocesses. In this chapter we explore approaches which address the integration between data mining activities and DBMSs from different perspectives. More specifically, we focus on (i) specialized query languages which allow to define complex data mining tasks through the submission of query requests, and (ii) indices, i.e., physical data structures designed to improve the performance of mining algorithms. |
| ISBN: | 978-3-319-61892-0 |
| Appare nelle tipologie: | 2.1 Contributo in volume (Capitolo o Saggio) |
File in questo prodotto:
| File | Descrizione | Tipologia | Licenza | |
|---|---|---|---|---|
| capitolo-Baralis_Meo.pdf | Published version | 2. Post-print / Author's Accepted Manuscript | Non Pubblico - Accesso privato/ristretto | Administrator Richiedi una copia |
http://hdl.handle.net/11583/2678074
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