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Transactions on Large-Scale Data- and Knowledge-Centered Systems VIII

Special Issue on Advances in Data Warehousing and Knowledge Discovery, Lecture N

Küng, Josef / Wagner et al, Roland
Erscheinungsjahr: 2013
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ISBN/EAN: 9783642375736
Sprache: Englisch
Auflage: 1. Auflage

Beschreibung

InhaltsangabeETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce.- The Planning OLAP Model - A Multidimensional Model with Planning Support.- Query Optimization for the NOX OLAP Algebra.- Finding Critical Thresholds for Defining Bursts in Event Logs.- Concurrent Semi-supervised Learning with Active Learning of Data Streams.- Efficient Single Pass Ordered Incremental Pattern Mining.- Finding Interesting Rare Association Rules Using Rare Pattern Tree.- Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models.

Autorenportrait

InhaltsangabeETLMR: A Highly Scalable Dimensional ETL Framework Based on MapReduce.- The Planning OLAP Model - A Multidimensional Model with Planning Support.- Query Optimization for the NOX OLAP Algebra.- Finding Critical Thresholds for Defining Bursts in Event Logs.- Concurrent Semi-supervised Learning with Active Learning of Data Streams.- Efficient Single Pass Ordered Incremental Pattern Mining.- Finding Interesting Rare Association Rules Using Rare Pattern Tree.- Discovering Frequent Patterns from Uncertain Data Streams with Time-Fading and Landmark Models.

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