Revisiting Conditional Functional Dependency Discovery: Splitting the 'C' from the 'FD'

Autor: Joeri Rammelaere, Floris Geerts

Publikováno v: Machine Learning and Knowledge Discovery in Databases ISBN: 9783030109271
ECML/PKDD (2)

Many techniques for cleaning dirty data are based on enforcing some set of integrity constraints. Conditional functional dependencies (CFDs) are a combination of traditional Functional dependencies (FDs) and association rules, and are widely used as

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_________::1d8902ee8cd89c6d7349afb0a43fef3c
https://doi.org/10.1007/978-3-030-10928-8_33

Cleaning Data with Forbidden Itemsets

Autor: Joeri Rammelaere, Floris Geerts, Bart Goethals

Publikováno v: IEEE 33rd International Conference on Data Engineering (ICDE), APR 19-22, 2017, San Diego, CA
2017 IEEE 33RD INTERNATIONAL CONFERENCE ON DATA ENGINEERING (ICDE 2017)
ICDE

Methods for cleaning dirty data typically rely on additional information about the data, such as user-specified constraints that specify when a database is dirty. These constraints often involve domain restrictions and illegal value combinations. Tra

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::5f34297b172add01068c5094477297a9
https://hdl.handle.net/10067/1443290151162165141

Cleaning Data with Forbidden Itemsets.

Autor: Rammelaere, Joeri, Geerts, Floris

Publikováno v: IEEE Transactions on Knowledge & Data Engineering; Aug2020, Vol. 32 Issue 8, p1489-1501, 13p

2021 Reviewers List*.

Publikováno v: IEEE Transactions on Knowledge & Data Engineering; Dec2021, Vol. 33 Issue 12, p3741-3756, 16p

Keystroke Logging in Writing Research: Using Inputlog to Analyze and Visualize Writing Processes.

Autor: Leijten, Mariëlle, Van Waes, Luuk

Publikováno v: Written Communication; Jul2013, Vol. 30 Issue 3, p358-392, 35p