Mining Views : database views for data mining

H. Blockeel; T. Calders; É. Fromont; B. Goethals; A. Prado

doi:10.1109/ICDE.2008.4497633

Mining Views : database views for data mining

H. Blockeel, T. Calders, É. Fromont, B. Goethals, A. Prado

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

11 Citations (Scopus)

Abstract

We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.

Original language	English
Title of host publication	Proceedings 24th IEEE International Conference on Data Engineering (ICDE'08, Cancún, Mexico, April 7-12, 2008)
Publisher	Institute of Electrical and Electronics Engineers
Pages	1608-1611
ISBN (Print)	978-1-4244-1836-7
DOIs	https://doi.org/10.1109/ICDE.2008.4497633
Publication status	Published - 2008

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10.1109/ICDE.2008.4497633

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title = "Mining Views : database views for data mining",

abstract = "We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.",

author = "H. Blockeel and T. Calders and {\'E}. Fromont and B. Goethals and A. Prado",

year = "2008",

doi = "10.1109/ICDE.2008.4497633",

language = "English",

isbn = "978-1-4244-1836-7",

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publisher = "Institute of Electrical and Electronics Engineers",

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Mining Views : database views for data mining. / Blockeel, H.; Calders, T.; Fromont, É. et al.
Proceedings 24th IEEE International Conference on Data Engineering (ICDE'08, Cancún, Mexico, April 7-12, 2008). Institute of Electrical and Electronics Engineers, 2008. p. 1608-1611.

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › Academic › peer-review

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AU - Blockeel, H.

AU - Calders, T.

AU - Fromont, É.

AU - Goethals, B.

AU - Prado, A.

PY - 2008

Y1 - 2008

N2 - We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.

AB - We present a system towards the integration of data mining into relational databases. To this end, a relational database model is proposed, based on the so called virtual mining views. We show that several types of patterns and models over the data, such as itemsets, association rules and decision trees, can be represented and queried using a unifying framework.

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DO - 10.1109/ICDE.2008.4497633

M3 - Conference contribution

SN - 978-1-4244-1836-7

SP - 1608

EP - 1611

BT - Proceedings 24th IEEE International Conference on Data Engineering (ICDE'08, Cancún, Mexico, April 7-12, 2008)

PB - Institute of Electrical and Electronics Engineers

ER -

Mining Views : database views for data mining

Abstract

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