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

This, the eighth issue of Transactions on Large-Scale Data- and Knowledge-Centered Systems, contains eight revised selected regular papers that offer an innovative, modern research perspective on data warehousing and knowledge discovery.

Contains the best papers selected from DaWaK 2011 Offers an innovative, modern research perspective on data warehousing and knowledge discovery Aims to fulfill innovative requirements posed by the realization of data warehousing and knowledge discovery in emerging fields

Auteur
Roland Wagner, Kunsthistoriker und Germanist, ist Stipendiat der Fazit-Stiftung und Spezialist für den Einfluss der Philosophie Friedrich Nietzsches auf die Kunst.

Contenu
ETLMR: 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.