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ESWA
2006
139views more  ESWA 2006»
13 years 7 months ago
An efficient data mining approach for discovering interesting knowledge from customer transactions
Mining association rules and mining sequential patterns both are to discover customer purchasing behaviors from a transaction database, such that the quality of business decision ...
Show-Jane Yen, Yue-Shi Lee
MLDM
2009
Springer
14 years 2 days ago
Assisting Data Mining through Automated Planning
The induction of knowledge from a data set relies in the execution of multiple data mining actions: to apply filters to clean and select the data, to train different algorithms (...
Fernando Fernández, Daniel Borrajo, Susana ...
ICML
2004
IEEE
14 years 8 months ago
Learning first-order rules from data with multiple parts: applications on mining chemical compound data
Inductive learning of first-order theory based on examples has serious bottleneck in the enormous hypothesis search space needed, making existing learning approaches perform poorl...
Cholwich Nattee, Sukree Sinthupinyo, Masayuki Numa...
KDD
1997
ACM
117views Data Mining» more  KDD 1997»
13 years 11 months ago
Deep Knowledge Discovery from Natural Language Texts
Weintroduceaknowledge-basedapproachto deepknowledge discoveryfrom real-world naturallanguagetexts. Datamining, datainterpretation,anddatacleaningareall incorporatedin cycles of qu...
Udo Hahn, Klemens Schnattinger