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» Finding Sequential Patterns from Large Sequence Data
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TKDE
2008
156views more  TKDE 2008»
15 years 2 months ago
A Framework for Mining Sequential Patterns from Spatio-Temporal Event Data Sets
Given a large spatio-temporal database of events, where each event consists of the fields event ID, time, location, and event type, mining spatio-temporal sequential patterns ident...
Yan Huang, Liqin Zhang, Pusheng Zhang
WWW
2007
ACM
16 years 3 months ago
Mining contiguous sequential patterns from web logs
Finding Contiguous Sequential Patterns (CSP) is an important problem in Web usage mining. In this paper we propose a new data structure, UpDown Tree, for CSP mining. An UpDown Tre...
Jinlin Chen, Terry Cook
ESWA
2006
139views more  ESWA 2006»
15 years 2 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
ACSC
2002
IEEE
15 years 7 months ago
Using Finite State Automata for Sequence Mining
We show how frequently occurring sequential patterns may be found from large datasets by first inducing a finite state automaton model describing the data, and then querying the m...
Philip Hingston
ICDM
2009
IEEE
173views Data Mining» more  ICDM 2009»
15 years 5 days ago
Discovery of Quantitative Sequential Patterns from Event Sequences
Fumiya Nakagaito, Tomonobu Ozaki, Takenao Ohkawa