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Dokumenttyp:
Technical Report
Autor(en):
Johannes Fischer; Volker Heun; Stefan Kramer
Titel:
Fast Frequent String Mining Using Suffix Arrays
Abstract:
Mining frequent strings in databases has many interesting applications,\\ e.g., in computational biology. We focus on a special kind of constraint-based\\ frequent string mining, namely computing all strings that are frequent in one\\ database and infrequent in another. We present a method to find such strings\\ by using the suffix- and lcp-arrays, which can be computed extremely fast and\\ space efficiently, and further exhibit a good locality behavior. We test our\\ method on several biologica...     »
Stichworte:
Data Mining; Pattern Discovery; String Mining; Sequence Mining; Constraint-Based Data Mining; Suffix Array
Jahr:
2005
Jahr / Monat:
2005-11-01 00:00:00
Seiten/Umfang:
14
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