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DAWAK
2000
Springer
15 years 11 months ago
Mining Frequent Binary Expressions
In data mining, searching for frequent patterns is a common basic operation. It forms the basis of many interesting decision support processes. In this paper we present a new type ...
Toon Calders, Jan Paredaens
DAWAK
1999
Springer
15 years 11 months ago
OLAP-based Scalable Profiling of Customer Behavior
Profiling customers’ behavior has become increasingly important for many applications such as fraud detection, targeted marketing and promotion. Customer behavior profiles are cr...
Qiming Chen, Umeshwar Dayal, Meichun Hsu
PRDC
1999
IEEE
15 years 11 months ago
Experimental Assessment of COTS DBMS Robustness under Transient Faults
This paper evaluates the behavior of a common off-theshelf (COTS) database management system (DBMS) in presence of transient faults. Database applications have traditionally been ...
Diamantino Costa, Henrique Madeira
TON
2008
102views more  TON 2008»
15 years 6 months ago
Internet traffic behavior profiling for network security monitoring
Abstract--Recent spates of cyber-attacks and frequent emergence of applications affecting Internet traffic dynamics have made it imperative to develop effective techniques that can...
Kuai Xu, Zhi-Li Zhang, Supratik Bhattacharyya
KDD
2012
ACM
187views Data Mining» more  KDD 2012»
13 years 9 months ago
Sampling minimal frequent boolean (DNF) patterns
We tackle the challenging problem of mining the simplest Boolean patterns from categorical datasets. Instead of complete enumeration, which is typically infeasible for this class ...
Geng Li, Mohammed J. Zaki